22,613 results on '"Crump, A"'
Search Results
2. Nonlinear Binscatter Methods
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Cattaneo, Matias D., Crump, Richard K., Farrell, Max H., and Feng, Yingjie
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Statistics - Methodology ,Economics - Econometrics ,Mathematics - Statistics Theory - Abstract
Binned scatter plots are a powerful statistical tool for empirical work in the social, behavioral, and biomedical sciences. Available methods rely on a quantile-based partitioning estimator of the conditional mean regression function to primarily construct flexible yet interpretable visualization methods, but they can also be used to estimate treatment effects, assess uncertainty, and test substantive domain-specific hypotheses. This paper introduces novel binscatter methods based on nonlinear, possibly nonsmooth M-estimation methods, covering generalized linear, robust, and quantile regression models. We provide a host of theoretical results and practical tools for local constant estimation along with piecewise polynomial and spline approximations, including (i) optimal tuning parameter (number of bins) selection, (ii) confidence bands, and (iii) formal statistical tests regarding functional form or shape restrictions. Our main results rely on novel strong approximations for general partitioning-based estimators covering random, data-driven partitions, which may be of independent interest. We demonstrate our methods with an empirical application studying the relation between the percentage of individuals without health insurance and per capita income at the zip-code level. We provide general-purpose software packages implementing our methods in Python, R, and Stata.
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- 2024
3. Moments of derivatives of the Riemann zeta function: Characteristic polynomials and the hybrid formula
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Hughes, Christopher and Pearce-Crump, Andrew
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Mathematics - Number Theory - Abstract
We conjecture results about the moments of mixed derivatives of the Riemann zeta function, evaluated at the non-trivial zeros of the Riemann zeta function. We do this in two different ways, both giving us the same conjecture. In the first, we find asymptotics for the moments of derivatives of the characteristic polynomials of matrices in the Circular Unitary Ensemble. In the second, we consider the hybrid model approach first proposed by Gonek, Hughes and Keating.
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- 2024
4. Cellular transitions during cranial suture establishment in zebrafish.
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Farmer, DJuan, Dukov, Jennifer, Chen, Hung-Jhen, Arata, Claire, Hernandez-Trejo, Jose, Xu, Pengfei, Teng, Camilla, Maxson, Robert, and Crump, J
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Animals ,Zebrafish ,Cranial Sutures ,Zebrafish Proteins ,Osteogenesis ,Bone Morphogenetic Proteins ,Mesoderm ,Gene Expression Regulation ,Developmental ,Signal Transduction ,Skull ,Single-Cell Analysis ,Mutation - Abstract
Cranial sutures separate neighboring skull bones and are sites of bone growth. A key question is how osteogenic activity is controlled to promote bone growth while preventing aberrant bone fusions during skull expansion. Using single-cell transcriptomics, lineage tracing, and mutant analysis in zebrafish, we uncover key developmental transitions regulating bone formation at sutures during skull expansion. In particular, we identify a subpopulation of mesenchyme cells in the mid-suture region that upregulate a suite of genes including BMP antagonists (e.g. grem1a) and pro-angiogenic factors. Lineage tracing with grem1a:nlsEOS reveals that this mid-suture subpopulation is largely non-osteogenic. Moreover, combinatorial mutation of BMP antagonists enriched in this mid-suture subpopulation results in increased BMP signaling in the suture, misregulated bone formation, and abnormal suture morphology. These data reveal establishment of a non-osteogenic mesenchyme population in the mid-suture region that restricts bone formation through local BMP antagonism, thus ensuring proper suture morphology.
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- 2024
5. Wine grape grower perceptions and attitudes about soil health
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Gonzalez-Maldonado, Noelymar, Nocco, Mallika A, Steenwerth, Kerri, Crump, Amanda, and Lazcano, Cristina
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Development Studies ,Human Geography ,Sociology ,Human Society ,Best management practices ,Soil and water conservation ,Vineyard resilience ,Terroir ,Grower behavior ,Diffusion of innovation ,Urban and Regional Planning ,Geography ,Development studies ,Human geography - Abstract
Developing and adopting strategies that preserve soil health from degradation due to drastic changes in climate is critical for securing sustainable viticulture. For example, healthy soils promote water infiltration, nutrient cycling, and retention functions that support grape production. However, little research has evaluated drivers of growers' decision-making processes and actions towards soil management practices that impact soil health in vineyards. The objective of this study was to assess wine grape growers' perceptions and attitudes of soil health to identify grower's most important soil health functions and definition, and to understand how these might influence behavior related to soil management practices. Therefore, we conducted semi-structured interviews with 16 wine grape growers understand current barriers, motivations, and opportunities for adopting and/or maintaining practices for building soil health in vineyards. Most growers described healthy vineyard soils as balanced, biodiverse, self-sustaining, and resilient systems that provide nutrient, and water cycling functions and support high-quality wine grape production. Three categories of growers emerged based on soil health attitudes including Early Adopter (n = 3), Early Majority (n = 4) and Late Majority (n = 9) groups. The main barriers for adoption and maintenance of soil health practices were high costs, potential economic risks, and lack of information on how these practices influence grape production especially for the Late Majority group. Most growers were willing to adopt more soil heath practices if additional specific, practical information could be provided on outcomes of soil health practices for wine grape production systems—especially economic benefits. The outcomes of this study guide future soil health research and outreach activities to better support growers in building and protecting vineyard soil health while achieving viticultural goals.
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- 2024
6. SoK: Prudent Evaluation Practices for Fuzzing
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Schloegel, Moritz, Bars, Nils, Schiller, Nico, Bernhard, Lukas, Scharnowski, Tobias, Crump, Addison, Ebrahim, Arash Ale, Bissantz, Nicolai, Muench, Marius, and Holz, Thorsten
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Computer Science - Software Engineering ,Computer Science - Cryptography and Security - Abstract
Fuzzing has proven to be a highly effective approach to uncover software bugs over the past decade. After AFL popularized the groundbreaking concept of lightweight coverage feedback, the field of fuzzing has seen a vast amount of scientific work proposing new techniques, improving methodological aspects of existing strategies, or porting existing methods to new domains. All such work must demonstrate its merit by showing its applicability to a problem, measuring its performance, and often showing its superiority over existing works in a thorough, empirical evaluation. Yet, fuzzing is highly sensitive to its target, environment, and circumstances, e.g., randomness in the testing process. After all, relying on randomness is one of the core principles of fuzzing, governing many aspects of a fuzzer's behavior. Combined with the often highly difficult to control environment, the reproducibility of experiments is a crucial concern and requires a prudent evaluation setup. To address these threats to validity, several works, most notably Evaluating Fuzz Testing by Klees et al., have outlined how a carefully designed evaluation setup should be implemented, but it remains unknown to what extent their recommendations have been adopted in practice. In this work, we systematically analyze the evaluation of 150 fuzzing papers published at the top venues between 2018 and 2023. We study how existing guidelines are implemented and observe potential shortcomings and pitfalls. We find a surprising disregard of the existing guidelines regarding statistical tests and systematic errors in fuzzing evaluations. For example, when investigating reported bugs, ...
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- 2024
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7. Population Structure and Antimicrobial Resistance in Campylobacter jejuni and C. coli Isolated from Humans with Diarrhea and from Poultry, East Africa
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French, Nigel P., Thomas, Kate M., Benschop, Nelson B. Amani Jackie, Bigogo, Godfrey M., Cleaveland, Sarah, Fayaz, Ahmed, Hugho, Ephrasia A., Karimuribo, Esron D., Kasagama, Elizabeth, Maganga, Ruth, Melubo, Matayo L., Midwinter, Anne C., Mmbaga, Blandina T., Mosha, Victor V., Mshana, Fadhili I., Munyua, Peninah, Ochieng, John B., Rogers, Lynn, Sindiyo, Emmanuel, Swai, Emanuel S., Verani, Jennifer R., Widdowson, Marc-Alain, Wilkinson, David A., Kazwala, Rudovick R., Crump, John A., and Zadoks, Ruth N.
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Drug resistance in microorganisms -- Physiological aspects ,Campylobacter -- Physiological aspects -- Genetic aspects -- Identification and classification ,Diarrhea -- Physiological aspects ,Poultry -- Diseases ,Disease transmission -- Methods -- Research ,Microbiological research ,Health - Abstract
Campylobacter jejuni and C. coli are causes of foodborne enteric infection worldwide (1). Campylobacter spp. are among the most frequent pathogens identified in diarrheal samples from persons in Africa, particularly [...]
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- 2024
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8. Riverine dissolved organic matter transformations increase with watershed area, water residence time, and Damköhler numbers in nested watersheds
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Ryan, Kevin A., Garayburu-Caruso, Vanessa A., Crump, Byron C., Bambakidis, Ted, Raymond, Peter A., Liu, Shaoda, and Stegen, James C.
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- 2024
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9. Modelling Residential Fire Vulnerability of Denmark
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Crump, Naomi, Markussen, Bo, Oehmcke, Stefan, Igel, Christian, Skov-Petersen, Hans, and Karlsson Nyed, Patrik
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- 2024
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10. Sex ratio at birth across 100 years in Sweden and risk of cardiovascular disease and all-cause mortality – a national register study
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Nilsson, Peter M., Sundquist, Kristina, Sundquist, Jan, Crump, Casey, and Li, Xinjun
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- 2024
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11. Theory of the linewidth-power product of photonic-crystal surface-emitting lasers
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Wenzel, Hans, Kuhn, Eduard, King, Ben, Crump, Paul, and Radziunas, Mindaugas
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Physics - Optics - Abstract
A general theory for the intrinsic (Lorentzian) linewidth of photonic--crystal surface--emitting lasers (PCSELs) is presented. The effect of spontaneous emission is modeled by a classical Langevin force entering the equation for the slowly varying waves. The solution of the coupled--wave equations, describing the propagation of four basic waves within the plane of the photonic crystal, is expanded in terms of the solutions of the associated spectral problem, i.e. the laser modes. Expressions are given for photon number, rate of spontaneous emission into the laser mode, Petermann factor and effective Henry factor entering the general formula for the linewidth. The theoretical framework is applied to the calculation of the linewidth--power product of air--hole and all--semiconductor PCSELs. For output powers in the Watt range, intrinsic linewidths in the kHz range are obtained in agreement with recent experimental results., Comment: This is corrected version of arXiv:archive/240211246 where the calculated spectral linewidth product was too small due to an error in the numerical code
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- 2024
12. Metagenomic Detection of Bacterial Zoonotic Pathogens among Febrile Patients, Tanzania, 2007-2009
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Rolfe, Robert J., Sheldon, Sarah W., Kingry, Luke C., Petersen, Jeannine M., Maro, Venance P., Kinabo, Grace D., Saganda, Wilbrod, Maze, Michael J., Halliday, Jo E.B., Nicholson, William L., Galloway, Renee L., Rubach, Matthew P., and Crump, John A.
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Nucleotide sequencing -- Methods ,Bacteria, Pathogenic -- Identification and classification -- Genetic aspects ,Genomics -- Methods ,Fever -- Diagnosis -- Causes of ,RNA sequencing -- Methods ,DNA sequencing -- Methods ,Bacterial infections -- Diagnosis -- Causes of ,Zoonoses -- Diagnosis -- Causes of ,Hyperthermia -- Diagnosis -- Causes of - Abstract
Bacterial zoonoses cause severe febrile illness in East Africa (2). Patients with bacterial zoonotic diseases can have nonspecific febrile illnesses that are difficult to diagnose clinically or in the laboratory [...]
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- 2024
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13. The Hospitality of the Commons: A Collaborative Reflection on a SoTL Conference
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Laura Cruz, Eileen Grodziak, Diana Botnaru, Deborah Walker, Trent W. Maurer, Alan Altany, Betty Abraham-Settles, Michelle Amos, Kimberly Bunch-Crump, Alan Cook, Heidi Eisenreich, Diana Gregory, Michael L. Howell, Ioney James, Shainaz Landge, Jane Lynes, Joyce Pompey, Brendan L. Shapiro, Allison Smith, Brenda Thomas, Felicity M. Turner, Ellen H. Williams, Robin Gerchman, Miiriam Horne, Richard Hughes, Alandra Kahl, Rebecca Layson, David X. Lemmons, Jeffrey A. Stone, Elizabeth VanDeusen, and Yue Zhang
- Abstract
This is a large-scale, multi-author collaborative autoethnographic study exploring the concept of building a tangible teaching commons on the example of the Scholarship of Teaching and Learning (SoTL) Commons Conference. The project organizers sought to provide a big tent and extended an invitation to attendees to respond to a series of writing prompts about their conference experience. Collaborative writing took place asynchronously over an approximately 60-day period following the close of the conference and generated ˜ 20,000 words. This corpus became the basis for a three-stage emergent coding process, conducted by the four-member steering committee, which led to the identification of three primary themes from the collective experiences of the 2023 SoTL Commons Conference attendees: SoTL as pedagogy, SoTL as a community of scholars, and SoTL as scholarship. Despite some limitations to what the sense of commons represents, the project highlighted the respondents' spirit of appreciative inquiry, a signature mindset of SoTL and engaged participants who were new to the field. We argue that it acted as a form of academic hospitality itself; enabling the sharing of practice, deepening of reflection, strengthening of research skills, fostering of social connections, and, by extension, the advancement of the field as a community of scholars.
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- 2023
14. Compact Matrix Quantum Group Equivariant Neural Networks
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Pearce-Crump, Edward
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Computer Science - Machine Learning ,Mathematics - Combinatorics ,Mathematics - Category Theory ,Mathematics - Representation Theory ,Statistics - Machine Learning - Abstract
We derive the existence of a new type of neural network, called a compact matrix quantum group equivariant neural network, that learns from data that has an underlying quantum symmetry. We apply the Woronowicz formulation of Tannaka-Krein duality to characterise the weight matrices that appear in these neural networks for any easy compact matrix quantum group. We show that compact matrix quantum group equivariant neural networks contain, as a subclass, all compact matrix group equivariant neural networks. Moreover, we obtain characterisations of the weight matrices for many compact matrix group equivariant neural networks that have not previously appeared in the machine learning literature., Comment: 15 pages
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- 2023
15. Improving fruit size in sweet cherry via association mapping and genomic prediction
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McCord, Per, Crump, W. Wesley, Zhang, Zhiwu, and Peace, Cameron
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- 2024
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16. 33 LOST AND FOUND
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Crump, Martha L., primary
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- 2024
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17. Discordant phylodynamic and spatiotemporal transmission patterns driving the long-term persistence and evolution of human coronaviruses
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Marcus G. Mah, Michael A. Zeller, Rong Zhang, Yan Zhuang, Venance P. Maro, John A. Crump, Matthew P. Rubach, Eng Eong Ooi, Jenny G. Low, De Yun Wang, Gavin J. D. Smith, and Yvonne C. F. Su
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Infectious and parasitic diseases ,RC109-216 ,Biology (General) ,QH301-705.5 - Abstract
Abstract Four distinct species of human coronaviruses (HCoVs) circulate in humans. Despite the recent attention due to SARS-CoV-2, a comprehensive understanding of the molecular epidemiology and genomic evolution of HCoVs remains unclear. Here, we employed primary differentiated human nasal epithelial cells for the successful isolation and genome sequencing of HCoVs derived from two retrospective cohorts in Singapore and Tanzania. Phylodynamic inference shows that HCoV-229E and HCoV-OC43 were subject to stronger genetic drift and reduced purifying selection from the early 2000s onwards, primarily targeting spike Domain A and B. This resulted in increased lineage diversification, coinciding with a higher effective reproductive number (Re>1.0). However, HCoV-NL63 and HCoV-HKU1 experienced weaker genetic drift and selective pressure with prolonged regional persistence. Our findings suggest that HCoV-229E and HCoV-OC43 viruses are adept at generating new variants and achieving widespread intercontinental dissemination driven by continuous genetic drift, recombination, and complex migration patterns.
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- 2024
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18. Population Structure and Antimicrobial Resistance in Campylobacter jejuni and C. coli Isolated from Humans with Diarrhea and from Poultry, East Africa
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Nigel P. French, Kate M. Thomas, Nelson B. Amani, Jackie Benschop, Godfrey M. Bigogo, Sarah Cleaveland, Ahmed Fayaz, Ephrasia A. Hugho, Esron D. Karimuribo, Elizabeth Kasagama, Ruth Maganga, Matayo L. Melubo, Anne C. Midwinter, Blandina T. Mmbaga, Victor V. Mosha, Fadhili I. Mshana, Peninah Munyua, John B. Ochieng, Lynn Rogers, Emmanuel Sindiyo, Emanuel S. Swai, Jennifer R. Verani, Marc-Alain Widdowson, David A. Wilkinson, Rudovick R. Kazwala, John A. Crump, and Ruth N. Zadoks
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antimicrobial resistance ,bacteria ,Campylobacter jejuni ,Campylobacter coli ,campylobacteriosis ,poultry ,Medicine ,Infectious and parasitic diseases ,RC109-216 - Abstract
Campylobacteriosis and antimicrobial resistance (AMR) are global public health concerns. Africa is estimated to have the world’s highest incidence of campylobacteriosis and a relatively high prevalence of AMR in Campylobacter spp. from humans and animals. Few studies have compared Campylobacter spp. isolated from humans and poultry in Africa using whole-genome sequencing and antimicrobial susceptibility testing. We explored the population structure and AMR of 178 Campylobacter isolates from East Africa, 81 from patients with diarrhea in Kenya and 97 from 56 poultry samples in Tanzania, collected during 2006–2017. Sequence type diversity was high in both poultry and human isolates, with some sequence types in common. The estimated prevalence of multidrug resistance, defined as resistance to >3 antimicrobial classes, was higher in poultry isolates (40.9%, 95% credible interval 23.6%–59.4%) than in human isolates (2.5%, 95% credible interval 0.3%–6.8%), underlining the importance of antimicrobial stewardship in livestock systems.
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- 2024
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19. Professional Development with Emailed Practice-Based Feedback to Support Teacher-Led Inclusive Small Group Literacy Instruction
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Samantha Gross Toews, Jennifer A. Kurth, Kathleen N. Zimmerman, Mary K. Mansouri, Elissa Lockman Turner, and Nicole Crump
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This study investigates the impact of in-person professional development (PD) with ongoing emailed practice-based feedback (EPF) on teacher correct implementation of a multicomponent shared reading intervention for students with extensive support needs (ESN) embedded within general education (GE) instruction within three multiple baseline across skills designs. Skills within the shared reading intervention included (a) student engagement, reinforcement, and redirection, (b) planned questioning with wait time and error correction, and (c) in the moment data collection. A functional relation between PD with EPF package and teacher correct implementation of the multicomponent shared reading intervention was established for all three teachers. Teachers reported the experience was positive and felt comfortable delivering the small group shared reading intervention. No negative impact on student comprehension occurred. Findings show general and special educators can embed individualized shared reading using modified grade-level books and collect data on literacy skills for students with ESN in GE instruction with fidelity. This successfully implemented specialized instruction and data collection on the individualized educational goals of students with ESN provides more evidence that GE settings are an effective location for individualized service delivery and progress monitoring. Further implications for research and practice are shared.
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- 2024
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20. Graph Automorphism Group Equivariant Neural Networks
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Pearce-Crump, Edward and Knottenbelt, William J.
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Computer Science - Machine Learning ,Mathematics - Combinatorics ,Mathematics - Representation Theory ,Statistics - Machine Learning - Abstract
Permutation equivariant neural networks are typically used to learn from data that lives on a graph. However, for any graph $G$ that has $n$ vertices, using the symmetric group $S_n$ as its group of symmetries does not take into account the relations that exist between the vertices. Given that the actual group of symmetries is the automorphism group Aut$(G)$, we show how to construct neural networks that are equivariant to Aut$(G)$ by obtaining a full characterisation of the learnable, linear, Aut$(G)$-equivariant functions between layers that are some tensor power of $\mathbb{R}^{n}$. In particular, we find a spanning set of matrices for these layer functions in the standard basis of $\mathbb{R}^{n}$. This result has important consequences for learning from data whose group of symmetries is a finite group because a theorem by Frucht (1938) showed that any finite group is isomorphic to the automorphism group of a graph., Comment: ICML 2024 Poster; 27 pages
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- 2023
21. A cosmic microwave background search for fine-structure constant evolution
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Tohfa, Hurum, Crump, Jack, Baker, Ethan, Hart, Luke, Grin, Daniel, Brosius, Madeline, and Chluba, Jens
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Astrophysics - Cosmology and Nongalactic Astrophysics ,General Relativity and Quantum Cosmology ,High Energy Physics - Phenomenology - Abstract
In some extensions of the standard model of particle physics, the values of the fundamental coupling constants vary in space and time. Some observations of quasars hint at time and spatial variation of the fine structure constant $\alpha$. Here, the Bekenstein-Sandvik-Barrow-Magueijo (BSBM) model (which posits the existence of a scalar field driving evolution in the fundamental electric charge $e$) is tested against quasar and Planck satellite cosmic microwave background (CMB) data. In this model, variations in $e$ are coupled to the matter density through a factor $\zeta_{\rm m}/{\omega}$, which is related to electromagnetic contributions to nucleon masses, and {the energy} scale of new physics. Simulations conducted here do not support claims that the electrostatic contribution to $\zeta_{m}$ is completely shielded. Other common approximations used in BSBM field evolution are found to be adequate. Principal components of the CMB data with respect to variations in $\alpha$ are used to obtain constraints of $\zeta_{\rm m}/{\omega}\lesssim 9.3 \times 10^{-9}$ for a massless field. A forecast anticipating the promise of the Simons Observatory (SO) CMB experiment shows that SO will be sensitive to values of $\zeta_{\rm m}/{\omega}\geq 2.2 \times 10^{-9}$., Comment: 23 pages, 16 figures, 3 tables, comments welcome
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- 2023
22. Coupling high-overtone bulk acoustic wave resonators via superconducting qubits
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Crump, Wayne, Välimaa, Alpo, and Sillanpää, Mika A.
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Quantum Physics ,Condensed Matter - Mesoscale and Nanoscale Physics - Abstract
In this work, we present a device consisting of two coupled transmon qubits, each of which are coupled to an independent high-overtone bulk acoustic wave resonator (HBAR). Both HBAR resonators support a plethora of acoustic modes, which can couple to the qubit near resonantly. We first show qubit-qubit interaction in the multimode system, and finally quantum state transfer where an excitation is swapped from an HBAR mode of one qubit, to an HBAR mode of the other qubit.
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- 2023
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23. Global diversity and antimicrobial resistance of typhoid fever pathogens: Insights from a meta-analysis of 13,000 Salmonella Typhi genomes.
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Carey, Megan, Dyson, Zoe, Ingle, Danielle, Amir, Afreenish, Aworh, Mabel, Chattaway, Marie, Chew, Ka, Crump, John, Feasey, Nicholas, Howden, Benjamin, Keddy, Karen, Maes, Mailis, Parry, Christopher, Van Puyvelde, Sandra, Webb, Hattie, Afolayan, Ayorinde, Alexander, Anna, Anandan, Shalini, Andrews, Jason, Ashton, Philip, Basnyat, Buddha, Bavdekar, Ashish, Bogoch, Isaac, Clemens, John, da Silva, Kesia, De, Anuradha, de Ligt, Joep, Diaz Guevara, Paula, Dolecek, Christiane, Dutta, Shanta, Ehlers, Marthie, Francois Watkins, Louise, Garrett, Denise, Godbole, Gauri, Gordon, Melita, Greenhill, Andrew, Griffin, Chelsey, Gupta, Madhu, Hendriksen, Rene, Heyderman, Robert, Hooda, Yogesh, Hormazabal, Juan, Ikhimiukor, Odion, Iqbal, Junaid, Jacob, Jobin, Jenkins, Claire, Jinka, Dasaratha, John, Jacob, Kang, Gagandeep, Kanteh, Abdoulie, Kapil, Arti, Karkey, Abhilasha, Kariuki, Samuel, Kingsley, Robert, Koshy, Roshine, Lauer, A, Levine, Myron, Lingegowda, Ravikumar, Luby, Stephen, Mackenzie, Grant, Mashe, Tapfumanei, Msefula, Chisomo, Mutreja, Ankur, Nagaraj, Geetha, Nagaraj, Savitha, Nair, Satheesh, Naseri, Take, Nimarota-Brown, Susana, Njamkepo, Elisabeth, Okeke, Iruka, Perumal, Sulochana, Pollard, Andrew, Pragasam, Agila, Qadri, Firdausi, Qamar, Farah, Rahman, Sadia, Rambocus, Savitra, Rasko, David, Ray, Pallab, Robins-Browne, Roy, Rongsen-Chandola, Temsunaro, Rutanga, Jean, Saha, Samir, Saha, Senjuti, Saigal, Karnika, Sajib, Mohammad, Seidman, Jessica, Shakya, Jivan, Shamanna, Varun, Shastri, Jayanthi, Shrestha, Rajeev, Sia, Sonia, Sikorski, Michael, Singh, Ashita, Smith, Anthony, Tagg, Kaitlin, Tamrakar, Dipesh, Tanmoy, Arif, Thomas, Maria, and Thomas, Mathew
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S. enterica serovar typhi ,antimicrobial resistance ,epidemiology ,genomics ,global health ,infectious disease ,microbiology ,typhoid conjugate vaccine ,typhoid fever ,Humans ,Salmonella typhi ,Typhoid Fever ,Anti-Bacterial Agents ,Travel ,Drug Resistance ,Bacterial ,Ciprofloxacin - Abstract
BACKGROUND: The Global Typhoid Genomics Consortium was established to bring together the typhoid research community to aggregate and analyse Salmonella enterica serovar Typhi (Typhi) genomic data to inform public health action. This analysis, which marks 22 years since the publication of the first Typhi genome, represents the largest Typhi genome sequence collection to date (n=13,000). METHODS: This is a meta-analysis of global genotype and antimicrobial resistance (AMR) determinants extracted from previously sequenced genome data and analysed using consistent methods implemented in open analysis platforms GenoTyphi and Pathogenwatch. RESULTS: Compared with previous global snapshots, the data highlight that genotype 4.3.1 (H58) has not spread beyond Asia and Eastern/Southern Africa; in other regions, distinct genotypes dominate and have independently evolved AMR. Data gaps remain in many parts of the world, and we show the potential of travel-associated sequences to provide informal sentinel surveillance for such locations. The data indicate that ciprofloxacin non-susceptibility (>1 resistance determinant) is widespread across geographies and genotypes, with high-level ciprofloxacin resistance (≥3 determinants) reaching 20% prevalence in South Asia. Extensively drug-resistant (XDR) typhoid has become dominant in Pakistan (70% in 2020) but has not yet become established elsewhere. Ceftriaxone resistance has emerged in eight non-XDR genotypes, including a ciprofloxacin-resistant lineage (4.3.1.2.1) in India. Azithromycin resistance mutations were detected at low prevalence in South Asia, including in two common ciprofloxacin-resistant genotypes. CONCLUSIONS: The consortiums aim is to encourage continued data sharing and collaboration to monitor the emergence and global spread of AMR Typhi, and to inform decision-making around the introduction of typhoid conjugate vaccines (TCVs) and other prevention and control strategies. FUNDING: No specific funding was awarded for this meta-analysis. Coordinators were supported by fellowships from the European Union (ZAD received funding from the European Unions Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 845681), the Wellcome Trust (SB, Wellcome Trust Senior Fellowship), and the National Health and Medical Research Council (DJI is supported by an NHMRC Investigator Grant [GNT1195210]).
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- 2023
24. Discordant phylodynamic and spatiotemporal transmission patterns driving the long-term persistence and evolution of human coronaviruses
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Mah, Marcus G., Zeller, Michael A., Zhang, Rong, Zhuang, Yan, Maro, Venance P., Crump, John A., Rubach, Matthew P., Ooi, Eng Eong, Low, Jenny G., Wang, De Yun, Smith, Gavin J. D., and Su, Yvonne C. F.
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- 2024
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25. Modelling timelines to elimination of sleeping sickness in the Democratic Republic of Congo, accounting for possible cryptic human and animal transmission
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Crump, Ronald E., Aliee, Maryam, Sutherland, Samuel A., Huang, Ching-I, Crowley, Emily H., Spencer, Simon E. F., Keeling, Matt J., Shampa, Chansy, Mwamba Miaka, Erick, and Rock, Kat S.
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- 2024
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26. A novel digital tool for detection and monitoring of amyotrophic lateral sclerosis motor impairment and progression via keystroke dynamics
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Acien, Alejandro, Calcagno, Narghes, Burke, Katherine M., Mondesire-Crump, Ijah, Holmes, Ashley A., Mruthik, Sri, Goldy, Ben, Syrotenko, Janina E., Scheier, Zoe, Iyer, Amrita, Clark, Alison, Keegan, Mackenzie, Ushirogawa, Yoshiteru, Kato, Atsushi, Yasuda, Taku, Lahav, Amir, Iwasaki, Satoshi, Pascarella, Mark, Johnson, Stephen A., Arroyo-Gallego, Teresa, and Berry, James D.
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- 2024
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27. Diagnosis of human leptospirosis: systematic review and meta-analysis of the diagnostic accuracy of the Leptospira microscopic agglutination test, PCR targeting Lfb1, and IgM ELISA to Leptospira fainei serovar Hurstbridge
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Valente, Marta, Bramugy, Justina, Keddie, Suzanne H., Hopkins, Heidi, Bassat, Quique, Baerenbold, Oliver, Bradley, John, Falconer, Jane, Keogh, Ruth H., Newton, Paul N., Picardeau, Mathieu, and Crump, John A.
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- 2024
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28. A heuristic for discrete mean values of the derivative of the Riemann zeta function
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Hughes, Christopher, Martin, Greg, and Pearce-Crump, Andrew
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Mathematics - Number Theory - Abstract
Shanks conjectured that $\zeta ' (\rho)$, where $\rho$ ranges over non-trivial zeros of the Riemann zeta function, is real and positive in the mean. We present a history of this problem, including a generalisation to all higher-order derivatives $\zeta^{(n)}(s)$, for which the sign of the mean alternatives between positive for odd $n$ and negative for even $n$. Furthermore, we give a simple heuristic that provides the leading term (including its sign) of the asymptotic formula for the average value of $\zeta^{(n)}(\rho)$., Comment: To appear in the journal Integers
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- 2023
29. An Algorithm for Computing with Brauer's Group Equivariant Neural Network Layers
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Pearce-Crump, Edward
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Computer Science - Machine Learning ,Mathematics - Combinatorics ,Mathematics - Representation Theory ,Statistics - Machine Learning - Abstract
The learnable, linear neural network layers between tensor power spaces of $\mathbb{R}^{n}$ that are equivariant to the orthogonal group, $O(n)$, the special orthogonal group, $SO(n)$, and the symplectic group, $Sp(n)$, were characterised in arXiv:2212.08630. We present an algorithm for multiplying a vector by any weight matrix for each of these groups, using category theoretic constructions to implement the procedure. We achieve a significant reduction in computational cost compared with a naive implementation by making use of Kronecker product matrices to perform the multiplication. We show that our approach extends to the symmetric group, $S_n$, recovering the algorithm of arXiv:2303.06208 in the process., Comment: 28 pages
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- 2023
30. Categorification of Group Equivariant Neural Networks
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Pearce-Crump, Edward
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Computer Science - Machine Learning ,Mathematics - Combinatorics ,Mathematics - Representation Theory ,Statistics - Machine Learning - Abstract
We present a novel application of category theory for deep learning. We show how category theory can be used to understand and work with the linear layer functions of group equivariant neural networks whose layers are some tensor power space of $\mathbb{R}^{n}$ for the groups $S_n$, $O(n)$, $Sp(n)$, and $SO(n)$. By using category theoretic constructions, we build a richer structure that is not seen in the original formulation of these neural networks, leading to new insights. In particular, we outline the development of an algorithm for quickly computing the result of a vector that is passed through an equivariant, linear layer for each group in question. The success of our approach suggests that category theory could be beneficial for other areas of deep learning., Comment: 20 pages
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- 2023
31. Lost and Found
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Crump, Martha L., author and Crump, Martha L., author
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- 2024
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32. Cellular transitions during cranial suture establishment in zebrafish
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D’Juan T. Farmer, Jennifer E. Dukov, Hung-Jhen Chen, Claire Arata, Jose Hernandez-Trejo, Pengfei Xu, Camilla S. Teng, Robert E. Maxson, and J. Gage Crump
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Science - Abstract
Abstract Cranial sutures separate neighboring skull bones and are sites of bone growth. A key question is how osteogenic activity is controlled to promote bone growth while preventing aberrant bone fusions during skull expansion. Using single-cell transcriptomics, lineage tracing, and mutant analysis in zebrafish, we uncover key developmental transitions regulating bone formation at sutures during skull expansion. In particular, we identify a subpopulation of mesenchyme cells in the mid-suture region that upregulate a suite of genes including BMP antagonists (e.g. grem1a) and pro-angiogenic factors. Lineage tracing with grem1a:nlsEOS reveals that this mid-suture subpopulation is largely non-osteogenic. Moreover, combinatorial mutation of BMP antagonists enriched in this mid-suture subpopulation results in increased BMP signaling in the suture, misregulated bone formation, and abnormal suture morphology. These data reveal establishment of a non-osteogenic mesenchyme population in the mid-suture region that restricts bone formation through local BMP antagonism, thus ensuring proper suture morphology.
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- 2024
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33. Modelling timelines to elimination of sleeping sickness in the Democratic Republic of Congo, accounting for possible cryptic human and animal transmission
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Ronald E. Crump, Maryam Aliee, Samuel A. Sutherland, Ching-I Huang, Emily H. Crowley, Simon E. F. Spencer, Matt J. Keeling, Chansy Shampa, Erick Mwamba Miaka, and Kat S. Rock
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Modelling ,Gambiense human African trypanosomiasis (gHAT) ,Elimination ,Transmission ,Infection reservoir ,Animal ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background Sleeping sickness (gambiense human African trypanosomiasis, gHAT) is a vector-borne disease targeted for global elimination of transmission (EoT) by 2030. There are, however, unknowns that have the potential to hinder the achievement and measurement of this goal. These include asymptomatic gHAT infections (inclusive of the potential to self-cure or harbour skin-only infections) and whether gHAT infection in animals can contribute to the transmission cycle in humans. Methods Using modelling, we explore how cryptic (undetected) transmission impacts the monitoring of progress towards and the achievement of the EoT goal. We have developed gHAT models that include either asymptomatic or animal transmission, and compare these to a baseline gHAT model without either of these transmission routes, to explore the potential role of cryptic infections on the EoT goal. Each model was independently calibrated to five different health zones in the Democratic Republic of the Congo (DRC) using available historical human case data for 2000–2020 (obtained from the World Health Organization’s HAT Atlas). We applied a novel Bayesian sequential updating approach for the asymptomatic model to enable us to combine statistical information about this type of transmission from each health zone. Results Our results suggest that, when matched to past case data, we estimated similar numbers of new human infections between model variants, although human infections were slightly higher in the models with cryptic infections. We simulated the continuation of screen-confirm-and-treat interventions, and found that forward projections from the animal and asymptomatic transmission models produced lower probabilities of EoT than the baseline model; however, cryptic infections did not prevent EoT from being achieved eventually under this approach. Conclusions This study is the first to simulate an (as-yet-to-be available) screen-and-treat strategy and found that removing a parasitological confirmation step was predicted to have a more noticeable benefit to transmission reduction under the asymptomatic model compared with the others. Our simulations suggest vector control could greatly impact all transmission routes in all models, although this resource-intensive intervention should be carefully prioritised. Graphical Abstract
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- 2024
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34. Metagenomic Detection of Bacterial Zoonotic Pathogens among Febrile Patients, Tanzania, 2007–2009
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Robert J. Rolfe, Sarah W. Sheldon, Luke C. Kingry, Jeannine M. Petersen, Venance P. Maro, Grace D. Kinabo, Wilbrod Saganda, Michael J. Maze, Jo E.B. Halliday, William L. Nicholson, Renee L. Galloway, Matthew P. Rubach, and John A. Crump
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Bacteria ,vector-borne diseases ,zoonoses ,bacterial zoonoses ,Ehrlichia ,Coxiella ,Medicine ,Infectious and parasitic diseases ,RC109-216 - Abstract
Bacterial zoonoses are established causes of severe febrile illness in East Africa. Within a fever etiology study, we applied a high-throughput 16S rRNA metagenomic assay validated for detecting bacterial zoonotic pathogens. We enrolled febrile patients admitted to 2 referral hospitals in Moshi, Tanzania, during September 2007–April 2009. Among 788 participants, median age was 20 (interquartile range 2–38) years. We performed PCR amplification of V1–V2 variable region 16S rRNA on cell pellet DNA, then metagenomic deep-sequencing and pathogenic taxonomic identification. We detected bacterial zoonotic pathogens in 10 (1.3%) samples: 3 with Rickettsia typhi, 1 R. conorii, 2 Bartonella quintana, 2 pathogenic Leptospira spp., and 1 Coxiella burnetii. One other sample had reads matching a Neoerhlichia spp. previously identified in a patient from South Africa. Our findings indicate that targeted 16S metagenomics can identify bacterial zoonotic pathogens causing severe febrile illness in humans, including potential novel agents.
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- 2024
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35. A novel digital tool for detection and monitoring of amyotrophic lateral sclerosis motor impairment and progression via keystroke dynamics
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Alejandro Acien, Narghes Calcagno, Katherine M. Burke, Ijah Mondesire-Crump, Ashley A. Holmes, Sri Mruthik, Ben Goldy, Janina E. Syrotenko, Zoe Scheier, Amrita Iyer, Alison Clark, Mackenzie Keegan, Yoshiteru Ushirogawa, Atsushi Kato, Taku Yasuda, Amir Lahav, Satoshi Iwasaki, Mark Pascarella, Stephen A. Johnson, Teresa Arroyo-Gallego, and James D. Berry
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Amyotrophic lateral sclerosis ,Digital biomarkers ,Keystroke dynamics ,Fine motor ,ALSFRS-R ,Machine learning ,Medicine ,Science - Abstract
Abstract Amyotrophic lateral sclerosis (ALS) is a debilitating neurodegenerative condition leading to progressive muscle weakness, atrophy, and ultimately death. Traditional ALS clinical evaluations often depend on subjective metrics, making accurate disease detection and monitoring disease trajectory challenging. To address these limitations, we developed the nQiALS toolkit, a machine learning-powered system that leverages smartphone typing dynamics to detect and track motor impairment in people with ALS. The study included 63 ALS patients and 30 age- and sex-matched healthy controls. We introduce the three core components of this toolkit: the nQiALS-Detection, which differentiated ALS from healthy typing patterns with an AUC of 0.89; the nQiALS-Progression, which separated slow and fast progression at specific thresholds with AUCs ranging between 0.65 and 0.8; and the nQiALS-Fine Motor, which identified subtle progression in fine motor dysfunction, suggesting earlier prediction than the state-of-the-art assessment. Together, these tools represent an innovative approach to ALS assessment, offering a complementary, objective metric to traditional clinical methods and which may reshape our understanding and monitoring of ALS progression.
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- 2024
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36. A functional microbiome catalog crowdsourced from North American rivers.
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Borton, Mikayla A, McGivern, Bridget B, Willi, Kathryn R, Woodcroft, Ben J, Mosier, Annika C, Singleton, Derick M, Bambakidis, Ted, Pelly, Aaron, Liu, Filipe, Edirisinghe, Janaka N, Faria, José P, Leleiwi, Ikaia, Daly, Rebecca A, Goldman, Amy E, Wilkins, Michael J, Hall, Ed K, Pennacchio, Christa, Roux, Simon, Eloe-Fadrosh, Emiley A, Good, Stephen P, Sullivan, Matthew B, Henry, Christopher S, Wood-Charlson, Elisha M, Ross, Matthew RV, Miller, Christopher S, Crump, Byron C, Stegen, James C, and Wrighton, Kelly C
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Microbiology ,Environmental Sciences ,Biological Sciences ,Ecology ,Human Genome ,Genetics - Abstract
Predicting elemental cycles and maintaining water quality under increasing anthropogenic influence requires understanding the spatial drivers of river microbiomes. However, the unifying microbial processes governing river biogeochemistry are hindered by a lack of genome-resolved functional insights and sampling across multiple rivers. Here we employed a community science effort to accelerate the sampling, sequencing, and genome-resolved analyses of river microbiomes to create the Genome Resolved Open Watersheds database (GROWdb). This resource profiled the identity, distribution, function, and expression of thousands of microbial genomes across rivers covering 90% of United States watersheds. Specifically, GROWdb encompasses 1,469 microbial species from 27 phyla, including novel lineages from 10 families and 128 genera, and defines the core river microbiome for the first time at genome level. GROWdb analyses coupled to extensive geospatial information revealed local and regional drivers of microbial community structuring, while also presenting a myriad of foundational hypotheses about ecosystem function. Building upon the previously conceived River Continuum Concept 1 , we layer on microbial functional trait expression, which suggests the structure and function of river microbiomes is predictable. We make GROWdb available through various collaborative cyberinfrastructures 2, 3 so that it can be widely accessed across disciplines for watershed predictive modeling and microbiome-based management practices.
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- 2023
37. How Jellyfish Characterise Alternating Group Equivariant Neural Networks
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Pearce-Crump, Edward
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Computer Science - Machine Learning ,Mathematics - Combinatorics ,Mathematics - Representation Theory ,Statistics - Machine Learning - Abstract
We provide a full characterisation of all of the possible alternating group ($A_n$) equivariant neural networks whose layers are some tensor power of $\mathbb{R}^{n}$. In particular, we find a basis of matrices for the learnable, linear, $A_n$-equivariant layer functions between such tensor power spaces in the standard basis of $\mathbb{R}^{n}$. We also describe how our approach generalises to the construction of neural networks that are equivariant to local symmetries., Comment: ICML 2023 Poster; 13 pages. arXiv admin note: text overlap with arXiv:2212.08648, arXiv:2212.08630
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- 2023
38. Connecting Permutation Equivariant Neural Networks and Partition Diagrams
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Pearce-Crump, Edward
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Computer Science - Machine Learning ,Mathematics - Combinatorics ,Mathematics - Representation Theory ,Statistics - Machine Learning - Abstract
Permutation equivariant neural networks are often constructed using tensor powers of $\mathbb{R}^{n}$ as their layer spaces. We show that all of the weight matrices that appear in these neural networks can be obtained from Schur-Weyl duality between the symmetric group and the partition algebra. In particular, we adapt Schur-Weyl duality to derive a simple, diagrammatic method for calculating the weight matrices themselves., Comment: ECAI 2024; 16 pages
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- 2022
39. Brauer's Group Equivariant Neural Networks
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Pearce-Crump, Edward
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Computer Science - Machine Learning ,Mathematics - Combinatorics ,Mathematics - Representation Theory ,Statistics - Machine Learning - Abstract
We provide a full characterisation of all of the possible group equivariant neural networks whose layers are some tensor power of $\mathbb{R}^{n}$ for three symmetry groups that are missing from the machine learning literature: $O(n)$, the orthogonal group; $SO(n)$, the special orthogonal group; and $Sp(n)$, the symplectic group. In particular, we find a spanning set of matrices for the learnable, linear, equivariant layer functions between such tensor power spaces in the standard basis of $\mathbb{R}^{n}$ when the group is $O(n)$ or $SO(n)$, and in the symplectic basis of $\mathbb{R}^{n}$ when the group is $Sp(n)$., Comment: ICML 2023 OralPoster; 22 pages
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- 2022
40. Predicting mortality in febrile adults: comparative performance of the MEWS, qSOFA, and UVA scores using prospectively collected data among patients in four health-care sites in sub-Saharan Africa and South-Eastern AsiaResearch in context
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Sham Lal, Manophab Luangraj, Suzanne H. Keddie, Elizabeth A. Ashley, Oliver Baerenbold, Quique Bassat, John Bradley, John A. Crump, Nicholas A. Feasey, Edward W. Green, Kevin C. Kain, Ioana D. Olaru, David G. Lalloo, Chrissy h. Roberts, David C.W. Mabey, Christopher C. Moore, Heidi Hopkins, Sara Ajanovic, Benjamin Amos, Stéphanie Baghoumina, Núria Balanza, Tsitsi Bandason, Tapan Bhattacharyya, Stuart D. Blacksell, Zumilda Boca, Christian Bottomley, Justina M. Bramugy, Clare IR. Chandler, Vilada Chansamouth, Mabvuto Chimenya, Joseph Chipanga, Anelsio Cossa, Ethel Dauya, Catherine Davis, Xavier de Lamballerie, Justin Dixon, Somyoth Douangphachanh, Audrey Dubot-Pérès, Michelle M. Durkin, Rashida A. Ferrand, Colin Fink, Elizabeth JA. Fitchett, Alessandro Gerada, Stephen R. Graves, Edward Green, Becca L. Handley, Coll D. Hutchison, Risara Jaksuwan, Jessica Jervis, Jayne Jones, Khamxeng Khounpaseuth, Katharina Kranzer, Khamfong Kunlaya, Pankaj Lal, Yoel Lubell, David CW. Mabey, Eleanor MacPherson, Forget Makoga, Sengchanh Manichan, Tegwen Marlais, Florian Maurer, Mayfong Mayxay, Michael Miles, Polycarp Mogeni, Campos Mucasse, Paul N. Newton, Chelsea Nguyen, Vilayouth Phimolsarnnousith, Mathieu Picardeau, Chrissy H. Roberts, Amphone Sengduangphachanh, Siho Sengsavang, Molly Sibanda, Somvai Singha, John Stenos, Ampai Tanganuchitcharnchai, Hira Tanvir, James E. Ussher, Marta Valente, Marie A. Voice, Manivanh Vongsouvath, Msopole Wamaka, L Joseph Wheat, and Shunmay Yeung
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Severity scores ,Prognostic scores ,Mortality ,qSOFA ,MEWS ,UVA ,Medicine (General) ,R5-920 - Abstract
Summary: Background: Clinical severity scores can identify patients at risk of severe disease and death, and improve patient management. The modified early warning score (MEWS), the quick Sequential (Sepsis-Related) Organ Failure Assessment (qSOFA), and the Universal Vital Assessment (UVA) were developed as risk-stratification tools, but they have not been fully validated in low-resource settings where fever and infectious diseases are frequent reasons for health care seeking. We assessed the performance of MEWS, qSOFA, and UVA in predicting mortality among febrile patients in the Lao PDR, Malawi, Mozambique, and Zimbabwe. Methods: We prospectively enrolled in- and outpatients aged ≥ 15 years who presented with fever (≥37.5 °C) from June 2018–March 2021. We collected clinical data to calculate each severity score. The primary outcome was mortality 28 days after enrolment. The predictive performance of each score was determined using area under the receiver operating curve (AUC). Findings: A total of 2797 participants were included in this analysis. The median (IQR) age was 32 (24–43) years, 38% were inpatients, and 60% (1684/2797) were female. By the time of follow-up, 7% (185/2797) had died. The AUC (95% CI) for MEWS, qSOFA and UVA were 0.67 (0.63–0.71), 0.68 (0.64–0.72), and 0.82 (0.79–0.85), respectively. The AUC comparison found UVA outperformed both MEWS (p
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- 2024
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41. Gender Differences in Planned Retirement Age Among Medical Students: Are Changes on the Horizon?
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William J. Crump, Summer Sparks, Lindsay Tucker, Cierra Woodcock, and Craig Ziegler
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gender differences ,age of retirement ,professional identity formation ,Medicine (General) ,R5-920 - Abstract
ABSTRACT Gender Differences in Planned Retirement Age Among Medical Students: Are Changes On the Horizon? Purpose Planned age of retirement has an important effect on the physician workforce. Earlier studies of practicing physicians have reported that the planned as well as actual retirement age was significantly younger for women. Also, previous reports had shown that rural physicians tended to retire earlier. This paper offers a view earlier in the physician pipeline and reports surveys of medical students and pre-medical college students concerning their retirement plans. Methods During 2015-2019, 70 college students and 41 medical students at a regional rural medical campus completed a career eulogy that included their planned retirement age. Results Combining both groups of students, women planned to retire at a mean age of 61.9 and men at 59.1, P=0.048. A longitudinal comparison of just medical students showed that prematriculation students just before starting medical school had the oldest planned age of 66.9, compared to college students (57.4 to 58.9) and medical students (64.0 to 64.6), P=0.049. There was no difference in planned retirement age in rural vs urban upbringing. Conclusions In this group of pathways students, women planned to retire almost 3 years later than men, which differs from earlier reports of physicians in practice. The men planned retirement almost 5 years earlier than in previous reports of planned retirement age. There was no difference in rural vs urban upbringing. Whether this is a generalizable finding will require similar studies in different student populations on other campuses, and our survey instrument is available for others to look deeper into the process of professional identity formation that may explain any differences in planned retirement age.
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- 2024
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42. Environmental contamination with carbapenem resistant Acinetobacter baumannii in healthcare settings in Fiji: a potential source of infection
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Sakiusa C. Baleivanualala, Silivia Matanitobua, Yvette Samisoni, Vika Soqo, Shayal Smita, Josese Mailulu, Ilisapeci Nabose, Alvina Lata, Christina Shayam, Radhika Sharma, Donald Wilson, John A. Crump, and James E. Ussher
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carbapenems ,antimicrobial resistance ,Acinetobacter baumannii ,Fiji ,hospital environment ,hospital-acquired infection ,Microbiology ,QR1-502 - Abstract
IntroductionThere are multiple ongoing outbreaks of carbapenem resistant Acinetobacter baumannii (CRAb) infection in Fiji’s hospitals. CRAb is able to colonize and persist on various hospital surfaces for extended periods. We conducted a study to understand the extent of hospital environmental contamination and phylogenetic links with clinical isolates.MethodsSwabs were collected from high-touch surfaces at Colonial War Memorial Hospital (CWMH) September 2021 and December 2022; Lautoka Hospital (LTKH) August 2022; and Labasa Hospital (LBSH) November 2022. All bacterial isolates were identified, and antimicrobial susceptibility testing (AST) performed; isolates resistant to carbapenems and producing a carbapenemase underwent whole genome sequencing. Comparison was made to clinical isolates obtained from CWMH in 2016–2017 and 2019–2021 and from LTKH and LBSH from 2020–2021.ResultsFrom the 180 environmental samples collected, ten (5.6%) CRAb were isolated; no other carbapenem-resistant gram-negative organisms were isolated. Seven (70%) of the CRAb were isolated from CWMH and three (30%) from LTKH; no CRAb were isolated from LBSH. Of the seven CWMH CRAb, two were sequence type 2 (ST2), three ST25, and two ST499. All LTKH isolates were ST499. The two environmental CRAb ST2 isolates were closely genetically linked to isolates obtained from patients in CWMH, LTKH, and LBSH 2020–2021. Similarly, the three environmental CRAb ST25 isolates were closely genetically linked to isolates obtained from patients admitted to CWMH in 2019–2021 and LBSH in 2020. The environmental CRAb ST499 isolates represented two distinct clones, with clone 1 comprising two genetically identical isolates from CWMH and clone 2 the three isolates from LTKH. Although no genetic linkages were observed when comparing environmental ST499 isolates to those from CWMH patients in 2020–2021, both clone 1 isolates were genetically identical to an isolate obtained from a patient admitted during the sampling period.ConclusionOur study highlights the contamination of high-touch surfaces within Fiji hospitals with CRAb, suggesting that these may serve as important sources for CRAb. Phylogenetic linkages to CRAb isolated from patients since 2019 underscores the persistence of this resistant pathogen in hospital settings and the ongoing risk for hospital-acquired infections.
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- 2024
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43. Connecting Permutation Equivariant Neural Networks and Partition Diagrams.
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Edward Pearce-Crump
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- 2024
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44. SoK: Prudent Evaluation Practices for Fuzzing.
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Moritz Schloegel, Nils Bars, Nico Schiller, Lukas Bernhard, Tobias Scharnowski, Addison Crump, Arash Ale Ebrahim, Nicolai Bissantz, Marius Muench, and Thorsten Holz
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- 2024
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45. Changing Risk-Return Profiles
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Crump, Richard K., Everaert, Miro, Giannone, Domenico, Hundtofte, C. Sean, Barigozzi, Matteo, editor, Hörmann, Siegfried, editor, and Paindaveine, Davy, editor
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- 2024
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46. The Violence Recovery Program: The Development and Implementation of a Hospital-Based Violence Intervention Program in a Level One Trauma Center on the South Side of Chicago
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Cosey-Gay, Franklin, Colt, Sophie, Johnson, Dwayne E., Goggins, Christine, Perez, Ernestina, Uebel, Carly, Curless, Jade, Crump, David, Robles, Carlos, Stamps, Bruce, Rogers, Selwyn O., Jr, and Rogers, Jr, Selwyn O., editor
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- 2024
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47. A retrospective review of methylamphetamine detected in child deaths reported to the Victorian Coroner, Australia
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Mantinieks, Dylan, Parsons, Sarah, Schumann, Jennifer, Drummer, Olaf H., Crump, Kerryn, Baber, Yeliena, Archer, Melanie, and Gerostamoulos, Dimitri
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- 2024
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48. Parting Thoughts
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Crump, Martha L., author
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- 2024
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49. Introduction
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Crump, Martha L., author
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- 2024
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50. Disrupted propionate metabolism evokes transcriptional changes in the heart by increasing histone acetylation and propionylation
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Park, Kyung Chan, Crump, Nicholas T., Louwman, Niamh, Krywawych, Steve, Cheong, Yuen Jian, Vendrell, Iolanda, Gill, Eleanor K., Gunadasa-Rohling, Mala, Ford, Kerrie L., Hauton, David, Fournier, Marjorie, Pires, Elisabete, Watson, Lydia, Roseman, Gerald, Holder, James, Koschinski, Andreas, Carnicer, Ricardo, Curtis, M. Kate, Zaccolo, Manuela, Hulikova, Alzbeta, Fischer, Roman, Kramer, Holger B., McCullagh, James S. O., Trefely, Sophie, Milne, Thomas A., and Swietach, Pawel
- Published
- 2023
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