348 results on '"Chia-Yu Chen"'
Search Results
52. Exploiting approximate computing for deep learning acceleration.
- Author
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Chia-Yu Chen, Jungwook Choi, Kailash Gopalakrishnan, Viji Srinivasan, and Swagath Venkataramani
- Published
- 2018
- Full Text
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53. AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training.
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Chia-Yu Chen, Jungwook Choi, Daniel Brand, Ankur Agrawal, Wei Zhang, and Kailash Gopalakrishnan
- Published
- 2018
- Full Text
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54. Investigation of Asymptomatic Infection of Phellinus noxius in Herbaceous Plants
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Chia-Yu Chen, Zong-Chi Wu, Tse-Yen Liu, Shiang-Shiuan Yu, Jyh-Nong Tsai, Yu-Chang Tsai, Isheng J. Tsai, and Chia-Lin Chung
- Subjects
Plant Science ,Agronomy and Crop Science - Abstract
The white-rot fungus Phellinus noxius is known to cause brown root rot disease (BRRD) in woody trees and shrubs. To understand the pathogenicity of P. noxius in herbaceous plants, we investigated 23 herbaceous weed and turfgrass species in 32 BRRD-infested sites in Taiwan and/or tested them by artificial inoculation. In the field survey, P. noxius was isolated from seven symptomless herbaceous species (i.e., Typhonium blumei, Paspalum conjugatum, Paspalum distichum, Oplismenus compositus, Bidens pilosa, Digitaria ciliaris, and Zoysia matrella). Potted plant inoculation assays suggested that P. noxius is able to infect Artemisia princeps, O. compositus, and Z. matrella but not Axonopus compressus, Eremochloa ophiuroides, Ophiopogon japonicus, or Cynodon dactylon. A. princeps plants wilted within 2 weeks postinoculation, but inoculated O. compositus and Z. matrella were asymptomatic, and P. noxius could be isolated from only inoculated sites. The colonization of P. noxius in the cortex and vascular cylinder of roots was visualized by paraffin sectioning and trypan blue staining of juvenile seedlings grown on water agar. To evaluate the effect of replantation for the remediation of BRRD-infested sites, P. noxius-inoculated wood strips were buried in soil with or without vegetation. After 4 weeks, P. noxius could be detected only in the bare soil group. For the control of BRRD, the herbaceous hosts should be removed around the diseased trees/stumps and non-host turfgrasses (e.g., A. compressus, E. ophiuroides, O. japonicus, or C. dactylon) planted to accelerate the degradation of P. noxius.
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- 2023
55. Custom Sub-Systems and Circuits for Deep Learning: Guest Editorial Overview.
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Chia-Yu Chen, Boris Murmann, Jae-sun Seo, and Hoi-Jun Yoo
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- 2019
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56. ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training.
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Chia-Yu Chen, Jiamin Ni, Songtao Lu, Xiaodong Cui, Pin-Yu Chen, Xiao Sun, Naigang Wang, Swagath Venkataramani, Vijayalakshmi Srinivasan, Wei Zhang 0022, and Kailash Gopalakrishnan
- Published
- 2021
57. A Prospective Clinical Assessment of BioHorizons Tissue-Level Implants
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Sergio De Paoli, Stefano Benfenati, Luca Gobbato, Marco Toia, Chia-Yu Chen, Myron Nevins, and David Kim
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Periodontics ,Oral Surgery - Published
- 2023
58. 居家醫療與長期照護工作者之職場暴力現況與因應策略
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楊鎮誠 Chia-Yu Chen, 余尚儒 Chen-Cheng Yang, 莊弘毅 Sang-Ju Yu, 郭昭宏 Hung-Yi Chuang, and 黃志中 Chao-Hung Kuo
- Abstract
本文著重在職場暴力對居家醫療與長期照護從業人員的健康威脅。職場暴力可分為四種類型:第一型為具犯罪意圖之暴力,第二型是「客戶對員工」施加之暴力,第三型是「員工間」發生的暴力,第四型是親密伴侶間的暴力。其中,醫療保健與社會服務業之勞工被認為是職場暴力之高風險族群,其所受到的暴力通常來自患者或患者親屬(第二型職場暴力)。而對於居家醫療與長期照護工作者而言,由於其工作環境與工作性質,於各類型之職場暴力皆有很高的暴露風險。研究顯示,相當比例的居家醫療與長期照護從業人員經歷過第二型職場暴力,其中,居家醫療從業人員的發生率普遍高於長期照護從業人員。然而,由於通報率偏低,學者們認為醫療場域之職場暴力盛行率有被低估的可能性。本文提出對居家醫療與長期照護從業人員有所裨益的職場暴力預防策略,囊括四種面向。首先,健康與安全之教育訓練可以有效促進居家訪視的安全性,包含成立安全及諮詢委員會、提供教育訓練、加強溝通技巧、強化事件通報流程,以及重視事件之後續追蹤等。其次,對於居家訪視進行風險評估有助於改善居家之環境安全,目前已有數種評量工具。其三,防身物品、緊急電話及合宜之應對態度是面對暴力事件時的重要應對技巧。其四,為預防醫療職場暴力,《職業安全衛生法》與《醫療法》也逐年修訂。綜上所述,本文蒐集醫療場域之職場暴力現況,並提供預防及因應策略,以期居家醫療與長期照護從業人員能擁有更友善健康的工作環境。 Workplace violence (WPV) is a serious occupational threat for healthcare workers (HCWs). WPV can be divided into the following four types: Type I concerning criminal intent, Type II client-on-worker violence, Type III worker-on-worker violence, and Type IV personal relationship (or intimate partner violence). A high level of exposure to WPV has been identified in the healthcare and social work settings where patients form a common source of WPV (more specifically Type II WPV). Of all healthcare professionals, home healthcare workers (HHCWs) and long-term care workers (LTCWs) are particularly vulnerable to WPV due to the unique characteristics and requirements of their services, and home healthcare workers appear to be at a greater risk of experiencing WPV than their long-term care counterparts. Moreover, most scholars are of the opinion that the prevalence of WPV is very likely to be underestimated due to underreporting. Accordingly, the paper proposed four major WPV coping strategies for the two groups of healthcare workers. First, training courses should be planned and implemented to improve communication skills of workers and safeguard their safety during home and long-term care visits. Relevant committees or advisory boards should be established to streamline incident reporting SOP, provide counseling, develop safety manual, and monitor follow-ups of reported incidents. Second, home environment safety should be assessed using one of the several tools that have already been developed. Third, HHCWs and LTCWs should equip themselves with personal defense and protection gadgets and memorize emergency phone numbers for every visit. Fourth, related laws and regulations, notably Occupational Safety and Health Act and Medical Care Act, should be reviewed and amended on a regular basis to better prevent WPV in the home and long-term care settings. In the paper, we comprehensively report the prevalence of medical workplace violence, prevention and intervention strategies for HHCWs and LTCWs to stay safe while working.  
- Published
- 2022
59. Efficacy of Antibiotics Used as an Adjunct in the Treatment of Peri-implant Mucositis and Peri-implantitis: A Systematic Review and Meta-analysis.
- Author
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Yu Wang, Chia-Yu Chen, Stathopoulou, Panagiota G., Graham, Laurel K., Korostoff, Jonathan, and Ya-Wei Chen
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ANTIBIOTICS ,DENTAL implants ,DRUG efficacy ,MUCOSITIS ,META-analysis ,SYSTEMATIC reviews ,BONE resorption ,TIME ,PERIODONTAL disease ,TREATMENT effectiveness ,DESCRIPTIVE statistics ,ODDS ratio ,PERI-implantitis ,EVALUATION - Abstract
Purpose: This systematic review aimed to assess the clinical efficacy of antibiotics when used as an adjunct in treating peri-implant diseases. Materials and Methods: A systematic search of papers published between January 1980 and March 2020 was conducted. Randomized clinical trials with at least 10 patients who had peri-implant diseases, treated with or without adjunctive antibiotics in combination with surgical or nonsurgical therapies, and with a minimum of at least 3 months of follow-up were included. Meta-analyses were conducted to analyze weighted mean differences in probing depth reduction, radiographic bone level gain, and odds ratio of treatment success. Results: From the 856 articles identified, 10 articles met the inclusion criteria and were selected. Of these, 7 articles were used for the meta-analysis. The adjunctive use of antibiotics in the treatment of peri-implant diseases yielded significantly greater probing depth reduction (weighted mean differences = 0.56 mm at 3 months, P = .001; 0.77 mm at 6 months, P < .00001; 0.92 mm at 12 months, P < .00001), radiographic bone level gain (weighted mean differences = 0.64 mm, P = .03), and treatment success (odds ratio = 1.74, P = .04) compared to the same treatment without antibiotics. Conclusion: Based on the existing evidence, the use of adjunctive antibiotics to treat peri-implant diseases, especially peri-implantitis, provided potential benefits in clinical outcomes for up to 12 months posttherapy. [ABSTRACT FROM AUTHOR]
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- 2022
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60. A 3.0 TFLOPS 0.62V Scalable Processor Core for High Compute Utilization AI Training and Inference.
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Jinwook Oh, Sae Kyu Lee, Mingu Kang, Matthew M. Ziegler, Joel Silberman, Ankur Agrawal, Swagath Venkataramani, Bruce M. Fleischer, Michael Guillorn, Jungwook Choi, Wei Wang 0333, Silvia M. Mueller, Shimon Ben-Yehuda, James Bonanno, Nianzheng Cao, Robert Casatuta, Chia-Yu Chen, Matt Cohen, Ophir Erez, Thomas W. Fox, George Gristede, Howard Haynie, Vicktoria Ivanov, Siyu Koswatta, Shih-Hsien Lo, Martin Lutz, Gary W. Maier, Alex Mesh, Yevgeny Nustov, Scot Rider, Marcel Schaal, Michael Scheuermann, Xiao Sun, Naigang Wang, Fanchieh Yee, Ching Zhou, Vinay Shah, Brian W. Curran, Vijayalakshmi Srinivasan, Pong-Fei Lu, Sunil Shukla, Kailash Gopalakrishnan, and Leland Chang
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- 2020
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61. Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks.
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Charbel Sakr, Naigang Wang, Chia-Yu Chen, Jungwook Choi, Ankur Agrawal, Naresh R. Shanbhag, and Kailash Gopalakrishnan
- Published
- 2019
62. American Academy of Periodontology best evidence consensus statement on the use of biologics in clinical practice
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Gustavo Avila‐Ortiz, Jeanne Ambruster, Shayan Barootchi, Leandro Chambrone, Chia‐Yu Chen, Douglas R. Dixon, Maria L. Geisinger, William V. Giannobile, Katie Goss, John C. Gunsolley, Rick H. Heard, David M. Kim, George A. Mandelaris, Alberto Monje, Marc L. Nevins, Angela Palaiologou‐Gallis, Paul S. Rosen, E. Todd Scheyer, Fernando Suarez‐Lopez del Amo, Lorenzo Tavelli, Diego Velasquez, Hom‐Lay Wang, and Brian L. Mealey
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General Engineering ,Periodontics - Abstract
A biologic is a therapeutic agent with biological activity that is administered to achieve an enhanced regenerative or reparative effect. The use of biologics has progressively become a core component of contemporary periodontal practice. However, some questions remain about their safety, indications, and effectiveness in specific clinical scenarios. Given their availability for routine clinical use and the existing amount of related evidence, the goal of this American Academy of Periodontology (AAP) best evidence consensus (BEC) was to provide a state-of-the-art, evidence-based perspective on the therapeutic application of autologous blood-derived products (ABPs), enamel matrix derivative (EMD), recombinant human platelet-derived growth factor BB (rhPDGF-BB), and recombinant human bone morphogenetic protein 2 (rhBMP-2). A panel of experts with extensive knowledge on the science and clinical application of biologics was convened. Three systematic reviews covering the areas of periodontal plastic surgery, treatment of infrabony defects, and alveolar ridge preservation/reconstruction and implant site development were conducted a priori and provided the foundation for the deliberations. The expert panel debated the merits of published data and exchanged experiential information to formulate evidence-based consensus statements and recommendations for clinical practice and future research. Based on an analysis of the current evidence and expert opinion, the panel concluded that the appropriate use of biologics in periodontal practice is generally safe and provides added benefits to conventional treatment approaches. However, therapeutic benefits and risks range based on the specific biologics used as well as patient-related local and systemic factors. Given the limited evidence available for some indications (e.g., gingival augmentation therapy, alveolar ridge preservation/reconstruction, and implant site development), future clinical studies that can expand the knowledge base on the clinical use of biologics in periodontal practice are warranted.
- Published
- 2022
63. Motion Guidance Sleeve: Guiding the Forearm Rotation through External Artificial Muscles.
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Chia-Yu Chen, Yen-Yu Chen, Yi-Ju Chung, and Neng-Hao Yu
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- 2016
- Full Text
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64. PinchFun: A Fine Motor Training Game for Preschool Children with Developmental Delay.
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I-Fang Wang, Dennis Wang, Chia-Yu Chen, and Jyun-Fong Jheng
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- 2016
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65. Rapid 3D building modeling by sketching.
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Chia-Yu Chen and I-Chen Lin
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- 2019
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66. Transannular C–H functionalization of cycloalkane carboxylic acids
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Guowei Kang, Daniel A. Strassfeld, Tao Sheng, Chia-Yu Chen, and Jin-Quan Yu
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Multidisciplinary - Published
- 2023
67. LongDat: an R package for covariate-sensitive longitudinal analysis of high-dimensional data
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Chia-Yu Chen, Ulrike Lӧber, and Sofia K Forslund
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General Medicine - Abstract
Summary We introduce LongDat, an R package that analyzes longitudinal multivariable (cohort) data while simultaneously accounting for a potentially large number of covariates. The primary use case is to differentiate direct from indirect effects of an intervention (or treatment) and to identify covariates (potential mechanistic intermediates) in longitudinal data. LongDat focuses on analyzing longitudinal microbiome data, but its usage can be expanded to other data types, such as binary, categorical, and continuous data. We tested and compared LongDat with other tools (i.e., MaAsLin2, ANCOM, lgpr, and ZIBR) on both simulated and real data. We showed that LongDat outperformed these tools in accuracy, runtime, and memory cost, especially when there were multiple covariates. The results indicate that the LongDat R package is a computationally efficient and low-memory-cost tool for longitudinal data with multiple covariates and facilitates robust biomarker searches in high-dimensional datasets. Availability and Implementation The R package LongDat is available on CRAN (https://cran.r-project.org/web/packages/LongDat/) and GitHub (https://github.com/CCY-dev/LongDat). Supplementary information Supplementary data are available at Bioinformatics Advances online.
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- 2023
68. Post-Buckling Analysis for Addressing Asymmetric Warping of Fan-Out Reconstitution Process
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Chia-Yu Chen, Yu-Ching Lee, Kuo-Shen Chen, Dao-Long Chen, Yu-Xuan Lin, Wei-Hong Lai, Hung-Chun Yang, Tang-Yuan Chen, Ching-Jenq Ho, and Chin-Li Kao
- Published
- 2023
69. Structural control on drainage pattern development of the western Taiwan orogenic wedge
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Cheng‐Hung Chen, J. Bruce H. Shyu, Sean D. Willett, and Chia‐Yu Chen
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Geography, Planning and Development ,Earth and Planetary Sciences (miscellaneous) ,Earth-Surface Processes - Published
- 2023
70. δ-C(sp3)H Activation of Free Alcohols Enabled by Rationally Designed H-Bond-Acceptor Ligands
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Daniel Strassfeld, Chia-Yu Chen, Han Seul Park, Joong Phan, and Jin-Quan Yu
- Abstract
The ability to employ a wide range of native substrates is essential for the broad application of transition-metal-catalyzed C–H activation. Recent advances have made native carboxylic acids, ketones, and amines amenable to C(sp3)–H activation, but alcohols, perhaps the most common functionality in organic chemistry, have remained intractable due to their low affinity for late-transition-metal catalysts. Herein we describe the rational development of ligands to overcome this challenge and enable alcohol-directed -C(sp3)–H arylation reactions. Our ligand design strategy employs charge balance and a secondary-coordination-sphere H-bonding interaction—evidenced by SAR studies, computational modelling, and crystallographic data—to stabilize L-type hydroxyl coordination to palladium, thereby facilitating the assembly of the key C–H cleavage transition state. In contrast to prior studies in C–H activation, where secondary interactions were used to control selectivity in the context of established reactivity, this report demonstrates the feasibility of employing secondary interactions to enable challenging novel reactivity by enhancing substrate-catalyst affinity.
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- 2023
71. 居家醫療與長期照護工作者之職場暴力現況與因應策略
- Author
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陳佳玉, 陳佳玉, primary, Chia-Yu Chen, 楊鎮誠, additional, Chen-Cheng Yang, 余尚儒, additional, Sang-Ju Yu, 莊弘毅, additional, Hung-Yi Chuang, 郭昭宏, additional, and Chao-Hung Kuo, 黃志中, additional
- Published
- 2022
- Full Text
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72. Edge-glued wooden panel defect detection using deep learning
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Lun-Chi Chen, Mayuresh Sunil Pardeshi, Win-Tsung Lo, Ruey-Kai Sheu, Kai-Chih Pai, Chia-Yu Chen, Pei-Yu Tsai, and Yueh-Tiann Tsai
- Subjects
General Materials Science ,Forestry ,Plant Science ,Industrial and Manufacturing Engineering - Abstract
The wood-based furniture manufacturing industries prioritize quality of production to meet higher market demands. Identifying various types of edge-glued wooden panel defects are a challenge for a human worker or a camera. Several studies have shown that the detection of edge-glued defects with low, high, normal, overlong, short is identified but detection of residue and bluntness is highly challenging. Thus, the present model identifies defects of low, high, normal, overlong, short by computer vision and/or deep learning, whereas defects of residue and bluntness by deep learning based decide by pass for having better performance. The goal of this paper is to provide an improved defect detection solution for wood-based furniture manufacturing industries by process automation. Therefore, a system was designed that takes defect input images from a camera as raw image and laser-aligned image for defect detection of the edge-glued wooden panel. The process automation then performs computer vision-based image features extraction with deep learning for defect detection. The aim of this paper is to solve edge-glued defect detection problems by using design and implementation of edge-glued wooden defect detection, that can be stated as edge-glued wooden panel defect detection using deep learning (WDD-DL) for process automation by artificial intelligence and Automated Optical Inspection (AOI) consolidation. Possibly there exist several types of defects on the edges while edge-banding on the wooden panel in furniture manufacturing. Therefore, the scope is to achieve higher accuracy by raw image and laser-aligned image feature extraction using deep learning algorithms for final result defect classification in WDD-DL by AOI. The WDD-DL system uses Gabor, Harris corner, morphology, structured light detection and curvature calculation for pre-processing and InceptionResnetV2 Convolutional Neural Network algorithm to attain the best results. The applications of this work can be found in quality control of the furniture manufacturing industry for an edge, corner, joint defect detection of the wooden panels. The WDD-DL achieves best results as the precision, recall and F1 score are 0.97, 0.90 and 0.92, respectively. The experiments demonstrate higher accuracy achievement as compared to other methods with overkill and escape rate analysis. Ultimately, the discussion section provides an interesting experience sharing about the necessary factors for implementing the WDD-DL in real-time industrial operations.
- Published
- 2022
73. A 7-nm Four-Core Mixed-Precision AI Chip With 26.2-TFLOPS Hybrid-FP8 Training, 104.9-TOPS INT4 Inference, and Workload-Aware Throttling
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Jinwook Oh, Alyssa Herbert, Marcel Schaal, Zhibin Ren, Ching Zhou, Siyu Koswatta, Naigang Wang, Matthew Cohen, Vidhi Zalani, Howard M. Haynie, Matthew M. Ziegler, Sae Kyu Lee, Brian W. Curran, Monodeep Kar, Martin Lutz, Xin Zhang, Robert Casatuta, Vijayalakshmi Srinivasan, Nianzheng Cao, Sunil Shukla, Pong-Fei Lu, Leland Chang, Michael A. Guillorn, Bruce M. Fleischer, Michael R. Scheuermann, Joel Abraham Silberman, Kerstin Schelm, Vinay Velji Shah, Chia-Yu Chen, Kailash Gopalakrishnan, Swagath Venkataramani, Hung Tran, Mingu Kang, Wei Wang, Jungwook Choi, Scot H. Rider, Jinwook Jung, James J. Bonanno, Radhika Jain, Li Yulong, Xiao Sun, Silvia Melitta Mueller, Kyu-hyoun Kim, and Ankur Agrawal
- Subjects
Power management ,Computer science ,business.industry ,Deep learning ,Inference ,Bandwidth throttling ,Chip ,Power budget ,Artificial intelligence ,Electrical and Electronic Engineering ,business ,Electrical efficiency ,Computer hardware ,Efficient energy use - Abstract
Reduced precision computation is a key enabling factor for energy-efficient acceleration of deep learning (DL) applications. This article presents a 7-nm four-core mixed-precision artificial intelligence (AI) chip that supports four compute precisions--FP16, Hybrid-FP8 (HFP8), INT4, and INT2--to support diverse application demands for training and inference. The chip leverages cutting-edge algorithmic advances to demonstrate leading-edge power efficiency for 8-bit floating-point (FP8) training and INT4 inference without model accuracy degradation. A new HFP8 format combined with separation of the floating- and fixed-point pipelines and aggressive circuit/architecture optimization enables performance improvements while maintaining high compute utilization. A high-bandwidth ring protocol enables efficient data communication, while power management using workload-aware clock throttling maximizes performance within a given power budget. The AI chip demonstrates 3.58-TFLOPS/W peak energy efficiency and 26.2-TFLOPS peak performance for HFP8 iso-accuracy training, and 16.9-TOPS/W peak energy efficiency and 104.9-TOPS peak performance for INT4 iso-accuracy inference.
- Published
- 2022
74. Extreme event-driven sediment aggradation and erosional buffering along a tectonic gradient in southern Taiwan
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Tammy M. Rittenour, J. Bruce H. Shyu, Brian J. Yanites, Chia-Yu Chen, and Clarke DeLisle
- Subjects
Paleontology ,Tectonics ,Aggradation ,Event (relativity) ,Southern taiwan ,Sediment ,Geology - Abstract
In most landscape evolution models, extreme rainfall enhances river incision. In steep landscapes, however, these events trigger landslides that can buffer incision via increased sediment delivery and aggradation. We quantify landslide sediment aggradation and erosional buffering with a natural experiment in southern Taiwan where a northward gradient in tectonic activity drives increasing landscape steepness. We find that landscape response to extreme rainfall during the 2009 typhoon Morakot varied along this gradient, where steep areas experienced widespread channel sediment aggradation of >10 m and less steep areas did not noticeably aggrade. We model sediment export to estimate a sediment removal timeline and find that steep, tectonically active areas with the most aggradation may take centuries to resume bedrock incision. Expected sediment cover duration reflects tectonic uplift. We find that despite high stream power, sediment cover may keep steep channels from eroding bedrock for up to half of a given time period. This work highlights the importance of dynamic sediment cover in landscape evolution and suggests a mechanism by which erosional efficiency in tectonically active landscapes may decrease as landscape steepness increases.
- Published
- 2022
75. A Scalable Multi- TeraOPS Deep Learning Processor Core for AI Trainina and Inference.
- Author
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Bruce M. Fleischer, Sunil Shukla, Matthew M. Ziegler, Joel Silberman, Jinwook Oh, Vijayalakshmi Srinivasan, Jungwook Choi, Silvia M. Mueller, Ankur Agrawal, Tina Babinsky, Nianzheng Cao, Chia-Yu Chen, Pierce Chuang, Thomas W. Fox, George Gristede, Michael Guillorn, Howard Haynie, Michael J. Klaiber, Dongsoo Lee, Shih-Hsien Lo, Gary W. Maier, Michael Scheuermann, Swagath Venkataramani, Christos Vezyrtzis, Naigang Wang, Fanchieh Yee, Ching Zhou, Pong-Fei Lu, Brian W. Curran, Leland Chang, and Kailash Gopalakrishnan
- Published
- 2018
- Full Text
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76. Across the Stack Opportunities for Deep Learning Acceleration.
- Author
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Vijayalakshmi Srinivasan, Bruce M. Fleischer, Sunil Shukla, Matthew M. Ziegler, Joel Silberman, Jinwook Oh, Jungwook Choi, Silvia M. Mueller, Ankur Agrawal, Tina Babinsky, Nianzheng Cao, Chia-Yu Chen, Pierce Chuang, Thomas W. Fox, George Gristede, Michael Guillorn, Howard Haynie, Michael J. Klaiber, Dongsoo Lee, Shih-Hsien Lo, Gary W. Maier, Michael Scheuermann, Swagath Venkataramani, Christos Vezyrtzis, Naigang Wang, Fanchieh Yee, Ching Zhou, Pong-Fei Lu, Brian W. Curran, Leland Chang, and Kailash Gopalakrishnan
- Published
- 2018
- Full Text
- View/download PDF
77. Does Who Matter?: Studying the Impact of Relationship Characteristics on Receptivity to Mobile IM Messages.
- Author
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Hao-Ping Lee, Kuan-yin Chen, Chih-Heng Lin, Chia-Yu Chen, Yu-Lin Chung, Yung-Ju Chang, and Chien-Ru Sun
- Published
- 2019
- Full Text
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78. Comparison of a Novel Sonic Toothbrush to Manual Brushing on Plaque Control and Gingival Inflammation: A Multicenter, Randomized, Controlled Clinical Trial.
- Author
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Nevins, Myron, Chia-Yu Chen, Kerr, Eric, Mendoza-Azpur, Gerardo, Isola, Gaetano, Soto, Claudio P., Stacchi, Claudio, Lombardi, Teresa, Kim, David, and Rocchietta, Isabella
- Subjects
INFLAMMATION prevention ,DENTAL plaque ,GINGIVAL hyperplasia ,MEDICAL cooperation ,PATIENT satisfaction ,QUESTIONNAIRES ,RESEARCH ,STATISTICAL sampling ,TOOTH care & hygiene ,TOOTHBRUSHES ,RANDOMIZED controlled trials ,DESCRIPTIVE statistics ,EQUIPMENT & supplies - Abstract
The goal of this multicenter randomized controlled study was to evaluate the effectiveness of a newly developed ionic-sonic electric toothbrush in terms of plaque removal and reduction of gingival inflammation. A total of 78 subjects from three dental centers were invited to join the study. They were randomized to receive either a manual toothbrush (control group) or an ionic-sonic electric brush (test group). Full-mouth prophylaxis and oral hygiene instructions based on the stationary bristle technique were provided 1 week prior to the baseline visit. At baseline and at each follow-up appointment, Plaque Index (PI) and Gingival Index (GI) were recorded. In addition, probing depth (PD) and bleeding on probing were recorded at baseline and at the last appointment (week 5). At completion of the study, subjects in the test group were given a questionnaire regarding their satisfaction with the toothbrush. Sixty-four subjects completed the study (control: 28; test: 36). The mean age of the subjects was 36.90 ± 12.19 years. No significant difference between the baseline and 5-week PD was found. Plaque removal efficacy and reduction in gingival inflammation were more significant for the test group at week 2. Both the control and test groups showed statistically significant improvement in PI and GI from baseline to week 5. The ionic-sonic toothbrush was more effective than manual toothbrush after a 1-week application. [ABSTRACT FROM AUTHOR]
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- 2021
- Full Text
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79. Prevalence of comorbidities and their impact on survival among older adults with the five most common cancers in Taiwan: A population study
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Li-Hsin Chien, Tzu-Jui Tseng, Tzu-Yu Chen, Chung-Hsing Chen, Chia-Yu Chen, Hsin-Fang Jiang, Fang-Yu Tsai, Hsiu-Ying Ku, Shih Sheng Jiang, Chao A. Hsiung, Tsang-Wu Liu, and I-Shou Chang
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Multidisciplinary - Abstract
Because of the cancer incidence increase and population aging in Taiwan, we aimed to assess the cancer prevalence, to summarize the comorbidities of older patients with the five most common cancers (i.e., breast, colorectal, liver, lung, and oral), and to develop a Taiwan cancer comorbidity index (TCCI) for studying their actual prognosis. The linkage of the Taiwan Cancer Registry, Cause of Death Database, and National Health Insurance Research Database was used. We followed the standard statistical learning steps to obtain a survival model with good discriminatory accuracy in predicting death due to noncancer causes, from which we obtained the TCCI and defined comorbidity levels. We reported the actual prognosis by age, stage, and comorbidity level. In Taiwan, cancer prevalence nearly doubled in 2004–2014, and comorbidities were common among older patients. Stage was the major predictor of patients' actual prognoses. For localized and regional breast, colorectal, and oral cancers, comorbidities correlated with noncancer-related deaths. Compared with the US, the chances of dying from comorbidities in Taiwan were lower and the chances of dying from cancer were higher for breast, colorectal, and male lung cancers. These actual prognoses could help clinicians and patients in treatment decision-making and help policymakers in resource planning.
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- 2022
80. Investigation of asymptomatic infection of
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Chia-Yu, Chen, Zong-Chi, Wu, Tse-Yen, Liu, Shiang-Shiuan, Yu, Jyh-Nong, Tsai, Yu-Chang, Tsai, Isheng J, Tsai, and Chia-Lin, Chung
- Abstract
The white-rot fungus
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- 2022
81. Abstract P087: Metformin Treatment Decreases Blood Pressure But Does Not Ameliorate Hypertensive Cardio-Renal Damage In A Double Transgenic Rat Model
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Moritz I Wimmer, Hendrik Bartolomaeus, Chia-Yu Chen, Sarah Kedziora, Valentin Vecera, Olena Potapenko, Theda Bartolomaeus, Victor H Jarquindiaz, Ulrike Loeber, Nadine Haase, Sofia Kirke Forslund, Dominik N Mueller, and Nicola Wilck
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Internal Medicine - Abstract
Introduction: Metformin (Met) is used as a first-line treatment in type II diabetes, reduces the cardiovascular (CV) risk in diabetes and may lead to decreased CV mortality independent of diabetes status. Met treatment has been shown to induce gut microbiome changes leading to enhanced production of protective short-chain fatty acids and potentially harmful metabolites (LPS). Our study aims to examine the effects of Met in a model of RAAS-mediated hypertension with cardio-renal damage. Methods: Four-week-old double transgenic rats (dTGR, transgenic for human renin and angiotensinogen) received oral Metformin (Met) or Vehicle (Veh) for 3 weeks. SD rats served as healthy controls. Flow cytometry (n=10 per group), echocardiography (n=14), radiotelemetric blood pressure (BP) measurements (n=5), clinical chemistry and gene expression analyses (n=14) were used to assess damage to kidney and heart. Results: Met treatment did not influence survival nor lead to lactate acidosis. Met treatment lowered BP significantly (systolic BP: Met: 218±5 mmHg, Veh: 237±3 mmHg). Interestingly, the decreased BP was accompanied by increased cardiac hypertrophy (heart weight to tibia length, SD: 34±1 g/m, Met: 40±1 g/m, Veh: 37±1 g/m). Echocardiographic systolic and diastolic function was deteriorated (EF: Met: 64±2 %, Veh: 68±4 %; E/A: Met: 0.75±0.1, Veh: 0.93±0.1). Plasma BNP and cardiac ß-to-α MHC ratio were higher in Met-treated dTGR. Intestines, spleens, kidneys and hearts of dTGR showed a strong pro-inflammatory phenotype with increased adaptive (e.g. cardiac T cells % of leucocytes: (SD: 10±0.003 %, Met: 15±0.01 %, Veh: 13±0.01 %) and innate (e.g. cardiac monocytes % of leucocytes: (SD: 2±0.001 %, Met: 3±0.004 %, Veh: 5±0.02 %) immune cell subsets in comparison to SD rats; with almost no differences between Met- and Veh-treated dTGR. Fecal metagenomic shotgun sequencing showed no large-scale taxonomic shifts between Veh- and Met-treated dTGR. Conclusion: dTGR display a pronounced pro-inflammatory immunophenotype across several organs. Met did not ameliorate hypertensive target organ damage in dTGR despite the BP lowering effect. These findings could help to understand the effects of Met on the microbiome, immunome and organ damage in the context of hypertension.
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- 2022
82. Human Histologic Evaluations of Implants with a Unique Triangular Neck Design.
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Nevins, Myron, Benfenati, Stefano Parma, Galletti, Primo, Sava, Cosmin, Sava, Catalin, Trifan, Mihaela, Muñoz, Fernando, Chia-Yu Chen, and Kim, David M.
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ALVEOLAR process ,BIOPSY ,DENTURES ,HISTOLOGY ,MAXILLA ,PATIENT safety ,WOUND healing ,PROSTHESIS design & construction ,DESCRIPTIVE statistics - Abstract
The goal of the present study was to evaluate human histologic healing of dental implants with a unique triangular neck design that is narrower than the implant body. Four patients in need of full-mouth reconstruction were recruited and received several implants to support a full-arch prosthesis. In each patient, two additional customized reduced-diameter implants were placed, designated to be harvested after 6 months of submerged healing. The eight harvested implants were all placed in healed edentulous maxillary or mandibular ridges. These implants were Ų 3.5 × 8 mm in size, and the final osteotomy drill allowed for the creation of a gap up to 0.2 mm in size between the coronal aspect of the triangular implant neck and the surrounding bone. At the end of the healing period, the implants were retrieved with the surrounding bone. Microcomputed tomography (μCT) was performed before processing the biopsy samples for undecalcified histologic exampination. Bone-to-implant contact (BIC) was measured from the μCT data and from buccolingual/buccopalatal and mesiodistal central histologic sections. All implant gaps were filled by mature remodeled bone. The mean BICs of the BL/BP and MD sections were 64.45% ± 6.86% and 65.39% ± 10.44%, respectively, with no statistically significant difference. The mean 360-degree 3D BIC measured all over the implant surface was 68.58% ± 3.76%. The difference between the BIC measured on the μCT and on the histologic sections was not statistically significant. The positive histologic results of the study confirmed the efficacy of this uniquely designed dental implant. [ABSTRACT FROM AUTHOR]
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- 2020
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83. Volumetric assessment of changes in the alveolar ridge dimension following guided bone regeneration using a combination freeze‐dried bone allograft with collagen membrane or novel resorbable scaffold: A prospective two‐center clinical trial
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Chiho Ahn, Jacob Horwitz, Eli E. Machtei, Sahar Dowlatshahi, David M. Kim, Chia-Yu Chen, and Hadar Zigdon-Giladi
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Bone Regeneration ,Bone Transplantation ,Bone allograft ,business.industry ,Collagen membrane ,Vertical distance ,Alveolar Ridge Augmentation ,Allografts ,Bone augmentation ,Clinical trial ,Region of interest ,Tooth Extraction ,Alveolar Process ,Alveolar ridge ,Humans ,Periodontics ,Medicine ,Collagen ,Prospective Studies ,Tooth Socket ,Nuclear medicine ,business ,Bone regeneration - Abstract
BACKGROUND The aim of this study was to examine osseous changes following lateral bone augmentation using a novel Ossix Volumax (OV) scaffold alone and compare it to combination therapy using freeze-dried bone allograft (FDBA) and resorbable collagen membrane (FDBA/CM). METHODS Thirty patients completed this 9-months prospective two-center cohort clinical trial. Before surgery and 9-months re-entry, linear measurements were performed, and impressions taken. Cone-beam computed tomography (CBCT) were done at baseline and 9 months. DICOM slice data were converted into volumetric images using 3D Slicer. Following 3D volumetric image construction, pre- and post-op Standard Triangle Language files were superimposed and volumetric data were extracted for a 10-mm region of interest. Linear measurements were compared similarly. RESULTS Baseline clinical parameters were similar in both groups (4.22 and 4.53 mm for OV and FDBA/CM at -2 mm, respectively). Following treatment, vertical distance from the stent had changed minimally (-0.36 and -0.12 mm, respectively). Similarly, lateral bone gain ranged from 0 to 0.4 mm, for both groups. To the contrary, the CBCT measurements showed a significantly greater increase in horizontal width in the control at -2 mm (0.95 ± 0.2 mm) compared with -0.62 mm for the OV (P = 0.000). Similar changes were observed at -5 mm (0.63 and -0.41 mm, respectively, P = 0.01). Sites volume had increased from 266 ± 149 mm3 to 360 ± 138 mm3 (P = 0.001) for FDBA/CM with negligible changes for OV (from 334 to 335 mm3 , P = 0.952). these between-group changes being statistically significant (P = 0.023). CONCLUSION FDBA/CM yielded better albeit moderate increase in the volume of the edentulous ridge, while OV scaffolds failed to produce similar results.
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- 2021
84. Ecological factors influence balancing selection on leaf chemical profiles of a wildflower
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Chase L. Nuñez, Lauren N. Carley, Julius P. Mojica, Kathryn Ghattas, Baosheng Wang, Chia-Yu Chen, Thomas Mitchell-Olds, Catherine A. Rushworth, Michael Reichelt, Jonathan Gershenzon, Jing Wang, Rose A. Keith, Carrie F. Olson-Manning, K.V.S.K. Prasad, Ya-Ping Lin, Pei-Min Yeh, Emily Chan, Che-Wei Hsu, Maggie R. Wagner, and Cheng-Ruei Lee
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0106 biological sciences ,0301 basic medicine ,Herbivore ,Polymorphism, Genetic ,Ecology ,Wildflower ,Mechanism (biology) ,Biology ,Balancing selection ,biology.organism_classification ,01 natural sciences ,Article ,Plant Leaves ,03 medical and health sciences ,030104 developmental biology ,Pleiotropy ,Brassicaceae ,Boechera stricta ,Herbivory ,Selection, Genetic ,Allele ,Ecology, Evolution, Behavior and Systematics ,Selection (genetic algorithm) ,010606 plant biology & botany - Abstract
Balancing selection is frequently invoked as a mechanism that maintains variation within and across populations. However, there are few examples of balancing selection operating on loci underpinning complex traits, which frequently display high levels of variation. We investigated mechanisms that may maintain variation in a focal polymorphism—leaf chemical profiles of a perennial wildflower (Boechera stricta, Brassicaceae)—explicitly interrogating multiple ecological and genetic processes including spatial variation in selection, antagonistic pleiotropy, and frequency-dependent selection. A suite of common garden and greenhouse experiments showed that the alleles underlying variation in chemical profile have contrasting fitness effects across environments, implicating two ecological drivers of selection on chemical profile: herbivory and drought. Phenotype-environment associations and molecular genetic analyses revealed additional evidence of past selection by these drivers. Together, these data are consistent with balancing selection on chemical profile, likely caused by pleiotropic effects of secondary chemical biosynthesis genes on herbivore defense and drought response., Editor’s Summary: Evidence for balancing selection acting on loci that control complex traits is limited. Here, the authors show evidence for past selection on chemical profile in a perennial wildflower by two ecological drivers, herbivory and drought, consistent with balancing selection on this trait.
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- 2021
85. Accelerator Design for Deep Learning Training: Extended Abstract: Invited.
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Ankur Agrawal, Chia-Yu Chen, Jungwook Choi, Kailash Gopalakrishnan, Jinwook Oh, Sunil Shukla, Viji Srinivasan, Swagath Venkataramani, and Wei Zhang
- Published
- 2017
- Full Text
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86. Decreased junctional adhesion molecule 3 expression induces reactive oxygen species production and apoptosis in trophoblasts
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Chie-Pein, Chen, Liang-Kai, Wang, Chen-Yu, Chen, Chia-Yu, Chen, Yi-Hsiu, Kuo, and Yi-Hsin, Wu
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Pre-Eclampsia ,Reproductive Medicine ,Pregnancy ,Placenta ,Junctional Adhesion Molecule C ,Humans ,Female ,Apoptosis ,Hydrogen Peroxide ,Cell Biology ,General Medicine ,Reactive Oxygen Species ,Trophoblasts - Abstract
Junctional adhesion molecule 3 (JAM3) is involved in epithelial cell junction, cell polarity, and motility. The molecular mechanisms underlying the role of JAM3 in placental dysfunction remain unclear. We hypothesized that JAM3 expression regulates trophoblast fusion, differentiation, proliferation, and apoptosis. Our results revealed that JAM3 was expressed in the cytotrophoblasts and syncytiotrophoblasts of first-trimester and term placental villi. JAM3 expression in cell–cell junctions decreased with the formation of syncytiotrophoblasts. Using trophoblasts as an in vitro model, we observed that forskolin and JAM3 knockdown significantly reduced JAM3 expression and increased syncytium formation. JAM3 knockdown additionally inhibited trophoblast proliferation and increased the number of trophoblasts in the sub-G1 and G2/M phases, indicating cell-cycle disturbance and apoptosis. Cell-cycle arrest was associated with the engagement of checkpoint kinase 2-cell division cycle 25C-cyclin-dependent kinase 1/cyclin B1 signaling. Increased expression of BIM, NOXA, XAF1, cytochrome c, and cleaved caspase-3 further indicated trophoblast apoptosis. Overexpression of JAM3 or recombinant JAM3 protein enhanced trophoblast adhesion and migration, which were inhibited by JAM3 knockdown. JAM3 knockdown induced reactive oxygen species and syncytin 2 expression in trophoblasts. Furthermore, H2O2-induced oxidative stress reduced JAM3 expression in trophoblasts and cell culture supernatants. H2O2 simultaneously induced trophoblast apoptosis. JAM3 expression was significantly decreased in the plasmas and placentas of patients with early-onset severe preeclampsia. Thus, our results show that JAM3 may not only be a structural component of trophoblast cell junctions but also regulates trophoblast fusion, differentiation, proliferation, apoptosis, and motility. Dysregulated trophoblast JAM3 expression is crucial in preeclampsia development.
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- 2022
87. AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training.
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Chia-Yu Chen, Jungwook Choi, Daniel Brand, Ankur Agrawal, Wei Zhang, and Kailash Gopalakrishnan
- Published
- 2017
88. Activation energy of drain-current degradation in GaN HEMTs under high-power DC stress.
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Yufei Wu 0005, Chia-Yu Chen, and Jesús A. del Alamo
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- 2014
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89. Human Clinical and Histologic Evaluations of Laser-Assisted Periodontal Therapy with a 9.3-μm CO2 Laser System.
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Nevins, Myron, Nevins, Marc L., Parma-Benfenati, Stefano, Benfenati, Marisa Roncati, Schupbach, Peter, Chia-Yu Chen, Sava, Cosmin, Sava, Catalin, Trifan, Mihaela, and Kim, David M.
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PERIODONTITIS treatment ,MEDICAL lasers ,DENTAL extraction ,GINGIVA surgery ,TREATMENT effectiveness - Abstract
This investigation was designed to evaluate the healing response of 9.3-μm CO
2 laser-assisted periodontal therapy. Five patients presenting with moderate to severe periodontitis, with an initial pocket depth (PD) = 5 mm and with teeth predetermined to be surgically extracted, were enrolled and consented to treatment with full-mouth CO2 laser-assisted therapy. The laser treatment was carried out in the Ultraguide Mode at a setting of 0.25-mm spot size, with an average power of 0.65 to 1.15 watts and 20% mist. The laser tip was passed from the gingival margin and down apically to the base of the pocket with a sweeping L motion. The teeth were intensely scaled with piezoultrasonic instrumentation afterwards. A second pass of the laser tip was performed for the study teeth. At 9 months, all patients were clinically reevaluated. For sites with an initial pocket depth of = 7 mm, a mean PD reduction of 3.97 ± 1.36 mm and a mean clinical attachment level gain of 3.54 ± 1.54 mm were achieved, resulting in a mean PD of 3.91 ± 0.77 mm. En bloc biopsy samples of four teeth were obtained and analyzed; two demonstrated histologic evidence of new bone formation while the other two healed with a long junctional epithelium with minimal inflammatory infiltrate. Further long-term clinical studies are needed to investigate the treatment stability obtained with a 9.3-μm CO2 laser compared to conventional surgical therapy. Nevertheless, the encouraging clinical results indicated that adjunctive use of the 9.3-μm CO2 laser-assisted periodontal therapy can be beneficial for treatment of periodontally compromised patients. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
90. The effects of using erbium, chromium-doped:yttrium-scandium-gallium-garnet laser on the surface modification, bacterial decontamination, and cell adhesion on zirconia discs: an in vitro study
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David M. Kim, Charles M. Pham, and Chia-Yu Chen
- Subjects
Materials science ,chemistry.chemical_element ,030206 dentistry ,Dermatology ,Laser ,law.invention ,Erbium ,030207 dermatology & venereal diseases ,03 medical and health sciences ,0302 clinical medicine ,chemistry ,law ,Surface roughness ,Surface modification ,Surgery ,Ultrasonic sensor ,Cubic zirconia ,Biomedical engineering ,Dental laser ,Titanium - Abstract
The use of zirconia for implants and abutments has become more prevalent in implant dentistry as an alternative to the commonly used titanium implants, and peri-implant disease can still affect them. The erbium, chromium-doped:yttrium-scandium-gallium-garnet (Er, Cr:YSGG) laser has emerged as a promising treatment modality. The purposes of this in vitro study were to (1) determine the effects of the laser on the surface roughness of zirconia discs; (2) determine the extent of removal of a single species biofilm, E. coli, on the zirconia discs after applying the laser; (3) determine the amount of cell adhesion and proliferation utilizing fibroblasts on zirconia discs after treatment with the laser. All treatments will be compared with the commonly used ultrasonic instrumentation and hand scalers. For the first aim, gross examination revealed noticeable surface damage on the discs when using ultrasonic and scalers but not for the laser group. For surface roughness, the mean roughness was Pa= 0.623±0.185 μm, 0.762±0.421 μm, 0.740±0.214 μm, and 0.724±0.168 μm for control discs, and discs treated with either the Er,Cr:YSGG laser, ultrasonic instrumentation, and hand scalers respectively. There was no statistical significance among the groups (p=0.628). For bacteria decontamination, there was a statistical significance among the groups (p< 0.0001). Statistical significance was seen between the control group and each of the three treatment groups, favoring the treatment groups (p< 0.0001). Statistical significance was seen when comparing ultrasonic instrumentation and hand scalers (p= 0.000) as well as when comparing the Er,Cr:YSGG laser to hand scalers (p= 0.007), favoring both the ultrasonic instrumentation and Er,Cr:YSGG laser. No significance between the Er,Cr:YSGG laser group and the ultrasonic instrumentation group was noted (p =0.374). When comparing the cell attachment following treatment in each of the three groups and also without treatment (control), there was a statistical significance among the groups (p
- Published
- 2021
91. Effective Computational Models for Addressing Asymmetric Warping of Fan-Out Reconstituted Wafer Packaging
- Author
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Yu-Chin Lee, Chia-Yu Chen, Kuo-Shen Chen, Jen-Hsien Wong, Wei-Hong Lai, Tang-Yuan Chen, Dao-Long Chen, and David Tarng
- Published
- 2022
92. Case reports of management of aplastic anemia after COVID-19 vaccination: a single institute experience in Taiwan
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Chia-Yu Chen, Tzu-Ting Chen, Ching-Yun Hsieh, Ming-Yu Lien, Su-Peng Yeh, and Chi-Ching Chen
- Subjects
Hematology - Abstract
Global vaccination against the coronavirus disease 2019 (COVID-19) is thought to be the most effective way to end or at least contain the COVID-19 pandemic. However, despite the good safety profiles and effectiveness of the available COVID-19 vaccines, rare but serious hematological complications have emerged, including thromboembolic outcomes with thrombocytopenia following the ChAdOx1 nCoV-19 (Oxford-AstraZeneca) and Ad26.COV.2.S (JohnsonJohnson/Janssen) vaccines. Moreover, COVID-19 vaccination may be linked to the development of aplastic anemia (AA). We discuss four cases of AA that arose after COVID-19 vaccination in our hospital and two other such cases identified in our literature review.
- Published
- 2022
93. A two-pass web document allocation method for load balancing in the multiple grouping of a Web cluster system.
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Ying-Wen Bai, Chia-Yu Chen, and Yu-Nien Yang
- Published
- 2004
- Full Text
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94. Constructing Scorm Compliant Course Based on High Level Petri Nets.
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Jun-Ming Su, Shian-Shyong Tseng, Chia-Yu Chen, and Jui-Feng Weng
- Published
- 2004
95. Efficient AI System Design With Cross-Layer Approximate Computing
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Michael J. Klaiber, George D. Gristede, Shih-Hsien Lo, Hiroshi Inoue, Leland Chang, Christos Vezyrtzis, Jungwook Choi, Gary W. Maier, Fanchieh Yee, Shubham Jain, Brian W. Curran, Jintao Zhang, Mingu Kang, Howard M. Haynie, Mauricio J. Serrano, Pong-Fei Lu, Silvia Melitta Mueller, Matthew M. Ziegler, Bruce M. Fleischer, Kazuaki Ishizaki, Kailash Gopalakrishnan, Michael R. Scheuermann, Ankur Agarwal, Xiao Sun, Sunil Shukla, Thomas W. Fox, Vijayalakshmi Srinivasan, Tina Babinsky, Swagath Venkataramani, Michael A. Guillorn, Ching Zhou, Nianzheng Cao, Eri Ogawa, Naigang Wang, Moriyoshi Ohara, Joel Abraham Silberman, Jinwook Oh, Marcel Schaal, Chia-Yu Chen, and Wei Wang
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Instruction set ,Computer architecture ,Artificial neural network ,Computer science ,Quantization (signal processing) ,Hardware acceleration ,Operational efficiency ,Systems design ,Compiler ,Electrical and Electronic Engineering ,Architecture ,computer.software_genre ,computer - Abstract
Advances in deep neural networks (DNNs) and the availability of massive real-world data have enabled superhuman levels of accuracy on many AI tasks and ushered the explosive growth of AI workloads across the spectrum of computing devices. However, their superior accuracy comes at a high computational cost, which necessitates approaches beyond traditional computing paradigms to improve their operational efficiency. Leveraging the application-level insight of error resilience, we demonstrate how approximate computing (AxC) can significantly boost the efficiency of AI platforms and play a pivotal role in the broader adoption of AI-based applications and services. To this end, we present RaPiD, a multi-tera operations per second (TOPS) AI hardware accelerator core (fabricated at 14-nm technology) that we built from the ground-up using AxC techniques across the stack including algorithms, architecture, programmability, and hardware. We highlight the workload-guided systematic explorations of AxC techniques for AI, including custom number representations, quantization/pruning methodologies, mixed-precision architecture design, instruction sets, and compiler technologies with quality programmability, employed in the RaPiD accelerator.
- Published
- 2020
96. Long-term uplift pattern recorded by rivers across contrasting lithology: Insights into earthquake recurrence in the epicentral area of the 2016 Kumamoto earthquake, Japan
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Naoya Takahashi, J. Bruce H. Shyu, Chia-Yu Chen, and Shinji Toda
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Earth-Surface Processes - Published
- 2022
97. Effect of Fabrication Method on Fracture Strength of Provisional Implant-Supported Fixed Dental Prostheses
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Sang J. Lee, Chia-Yu Chen, Kelly M. Suralik, and Jie Sun
- Subjects
Orthodontics ,Typodont ,Fabrication ,Materials science ,lcsh:R ,Dental prosthesis ,lcsh:Medicine ,030206 dentistry ,02 engineering and technology ,General Medicine ,021001 nanoscience & nanotechnology ,Mandibular first molar ,Crosshead ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,3D-printed resin ,Flexural strength ,provisional restorations ,Premolar ,medicine ,fracture strength ,Implant ,0210 nano-technology - Abstract
There has been an increase in utilizing 3D printers in dental restorations. The purpose of the study is to compare mechanical properties of 3D-printed prostheses to those of self-cured and/or computer-aided design-computer-aided manufacturing (CAD-CAM) restorations. A metal master typodont was prepared for the mandibular left sextant with implant analogs embedded at the first premolar and first molar positions with a missing second premolar. Three-unit provisional fixed dental prosthesis (FDP) was designed utilizing the 3Shape tooth library and forty-five uniform specimens were fabricated with different materials: self-cured poly(methyl methacrylate) (PMMA) (N = 15), milled PMMA CAD-CAM blocks (N = 15) and 3D-printed resin (N = 15). All specimens were tested using an Instron machine at a crosshead speed of 0.5 mm/min by an axial load on the occlusal surface of the second premolar pontic site. Statistical analysis was completed with Shapiro-Wilk, ANOVA and Tukey post-hoc tests. Mean fracture force was 300.61 N, 294.64 N and 408.49 N for self-cured PMMA, milled PMMA and 3D-printed resin, respectively. Mean force at FDP fracture of 3D-printed resin was significantly greater than the mean fracture force of either self-cured (p = 0.016, 95% CI [17.86, 197.91]) or milled (p = 0.010, 95% CI [23.83, 203.88]) PMMA.
- Published
- 2020
98. Human Histologic Evaluations of the Use of Er,Cr:YSGG Laser to Decontaminate an Infected Dental Implant Surface in Preparation for Implant Reosseointegration
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Myron Nevins, Isabella Rocchietta, Cosmin Sava, Chia-Yu Chen, Andriano Piattelli, Primo Galletti, Andrei Zuchi, David M. Kim, Giovanna Iezzi, Mihaela Trifan, Catalin Sava, and Stefano Parma Benfenati
- Subjects
medicine.medical_treatment ,Treatment outcome ,Dentistry ,Lasers, Solid-State ,Bone replacement ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,law ,Biopsy ,medicine ,Humans ,Yttrium ,Dental implant ,Dental Implants ,Titanium ,Debridement ,medicine.diagnostic_test ,business.industry ,030206 dentistry ,Laser ,Periodontics ,Implant ,Oral Surgery ,business ,Erbium ,A titanium - Abstract
This investigation was designed to evaluate the reestablishment of bone-to-implant contact on infected dental implant surfaces following decontamination with an erbium, chromium:yttrium-scandium-gallium-garnet (Er,Cr:YSGG) laser and reconstructive therapy. Three patients presenting with at least one failing implant each were enrolled and consented to treatment with the Er,Cr:YSGG laser surface decontamination and reconstruction with a bone replacement allograft and a collagen membrane. The laser treatment was carried out at a setting of 1.5 W, air/water of 40%/50%, and pulse rate of 30 Hz. At 6 months, all three patients returned for the study. En bloc biopsy samples of four implants were obtained and analyzed. Two patients had excellent clinical outcomes, while one patient with two adjacent failing implants experienced an early implant exposure during the follow-up period. There was histologic evidence of new bone formation with two implant specimens and less bone gain with the others. Despite the small sample size, these were optimistic findings that suggested a positive role of Er,Cr:YSGG laser in debridement of a titanium implant surface to facilitate subsequent regenerative treatment. This investigation provides histologic evidence as well as encouraging clinical results that use of the Er,Cr:YSGG laser can be beneficial for treatment of peri-implantitis, but further long-term clinical studies are needed to investigate the treatment outcome obtained.
- Published
- 2020
99. Effect of membrane fusion protein AdeT1 on the antimicrobial resistance of Escherichia coli
- Author
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Shu-Jung Lai, Cheng-Han Tsai, Shih-Hsiung Wu, Chia-Yu Chen, Victoria L. Barlow, and Yu-Hsuan Tsai
- Subjects
0301 basic medicine ,Acinetobacter baumannii ,medicine.drug_class ,Science ,030106 microbiology ,Antibiotics ,Erythromycin ,Microbial Sensitivity Tests ,medicine.disease_cause ,Antimicrobial resistance ,Membrane Fusion ,Article ,Microbiology ,03 medical and health sciences ,Antibiotic resistance ,Bacterial Proteins ,Drug Resistance, Multiple, Bacterial ,medicine ,Escherichia coli ,Multidisciplinary ,biology ,Membrane fusion protein ,Lysine ,Proteins ,Membrane Proteins ,biology.organism_classification ,Recombinant Proteins ,030104 developmental biology ,Medicine ,Efflux ,Bacteria ,medicine.drug - Abstract
Acinetobacter baumannii is a prevalent pathogen that can rapidly acquire resistance to antibiotics. Indeed, multidrug-resistant A. baumannii is a major cause of hospital-acquired infections and has been recognised by the World Health Organization as one of the most threatening bacteria to our society. Resistance-nodulation-division (RND) type multidrug efflux pumps have been demonstrated to convey antibiotic resistance to a wide range of pathogens and are the primary resistance mechanism employed by A. baumannii. A component of an RND pump in A. baumannii, AdeT1, was previously demonstrated to enhance the antimicrobial resistance of Escherichia coli. Here, we report the results of experiments which demonstrate that wild-type AdeT1 does not confer antimicrobial resistance in E. coli, highlighting the importance of verifying protein production when determining minimum inhibitory concentrations (MICs) especially by broth dilution. Nevertheless, using an agar-based MIC assay, we found that propionylation of Lys280 on AdeT1 renders E. coli cells more resistant to erythromycin.
- Published
- 2020
100. Effectiveness and surface changes of different decontamination protocols at smooth and minimally rough titanium surfaces
- Author
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Adriana Campos Passanezi Sant´Ana, Masazumi Nagai, David M. Kim, Chia-Yu Chen, and Vitor de Toledo Stuani
- Subjects
0301 basic medicine ,Materials science ,Surface Properties ,Scanning electron microscope ,chemistry.chemical_element ,Surface finish ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Surface roughness ,Decontamination ,Titanium ,Bacteria ,Chlorhexidine ,MICROSCOPIA ELETRÔNICA DE VARREDURA ,030206 dentistry ,Human decontamination ,030104 developmental biology ,chemistry ,Ultrapure water ,Microscopy, Electron, Scanning ,Periodontics ,Wetting ,medicine.drug ,Nuclear chemistry - Abstract
The objective of this study is to evaluate titanium decontamination after different protocols while assessing changes in surface roughness, chemical composition, and wettability.Ninety-six smooth (S) and 96 minimally rough (R) titanium microimplants were used. Pristine microimplants were reserved for negative control (S-nC/R-nC, n = 9), while the remaining microimplants were incubated in Escherichia coli culture. Non-decontaminated microimplants were used as positive control (S-pC/R-pC, n = 3). The other microimplants were divided into seven different decontamination protocols (12 S/R per group): 24% EDTA, 2% chlorhexidine (CHL), gauze soaked in 2% chlorhexidine (GCHL), gauze soaked in ultrapure water (GMQ), scaling (SC), titanium brush (TiB), and implantoplasty (IP). Contaminated areas were assessed by scanning electron microscope images, chemical composition by energy dispersive X-ray spectroscopy, wettability by meniscus technique, and roughness by an optical profiler.Higher residual bacteria were observed in R-pC compared with S-pC (P 0.0001). When comparing S and R with their respective pC groups, the best results were obtained with GCHL, SC, TiB, and IP, with no difference between these protocols (P 0.05). Changes in surface roughness were observed after all treatments, with S/R-IP presenting the smoother and a less hydrophilic surface (P 0.05). Apart from IP protocol, all the other groups presented a more hydrophilic surface in R than in S microimplants (P 0.003). All decontamination protocols resulted in a lower percentage of superficial Ti when compared with S/R-nC (P 0.002).All decontamination protocols resulted in changes in roughness, wettability, and chemical composition, but GCHL, SC, TiB, an IP presented the best decontamination outcomes.
- Published
- 2020
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