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1. ARTIFICIAL NEURAL NETWORKS AND ADAPTIVE NEURO FUZZY INFERENCE SYSTEM FOR WHEAT YIELD ANALYSIS AND PREDICTION

Author

SHAILESH RAO, Manoj Vishal, and Anjana Krishnan

Subjects
Crop Yield, Correlation, ANN, ANFIS, Agriculture
Abstract

The current study evaluated the prediction of the yield of wheat crops in the Bagalkot district of Karnataka State, India. The study aimed to provide crop yield predictions to help farmers optimize their cultivation and marketing strategies. The model used various independent variables, such as temperature, humidity of air, and water resources, to predict growth in the yield of wheat crops. The correlation analysis helps determine the strength and direction of the relationship between the variables based on the results. The statistical analysis identifies the variables that have a significant impact on crop yield growth. The work developed and tested two different models (the Artificial Neural Network (ANN) model and the Adaptive Neuro-fuzzy Interference System (ANFIS) to predict crop yield growth based on the selected independent variables. The ANFIS model was particularly interesting as it can predict a mapping between the input and output parameters, which can be useful for understanding the relationships between different variables. ANFIS was considered a better predictor than ANN as the error percentage ranged from 0-3%. Overall, the work highlighted the importance of crop yield predictions and the potential benefits that simulations can generate for farmers and the agriculture sector in general.

Published
2023
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2. Comparación de las estructuras de difusión de información errónea y verídica en las redes sociales durante una emergencia de salud pública

Author

Lida Safarnejad, Qian Xu, Yaorong Ge, Siddharth Krishnan, Arunkumar Bagarvathi, and Shi Chen

Subjects
Medicine, Arctic medicine. Tropical medicine, RC955-962, Public aspects of medicine, RA1-1270
Abstract

Objetivos. Elaborar un esquema operativo integral para detectar la información errónea principal sobre el zika distribuida en Twitter® en el 2016; reconstruir las redes por las que se difunde información mediante retuiteo; contrastar la información verídica frente a la errónea con diversos parámetros; e investigar cómo se difundió en las redes sociales la información errónea sobre el zika durante la epidemia. Métodos. Revisamos sistemáticamente los 5 000 tuits más retuiteados con información sobre el zika en inglés, definimos información errónea a partir de la evidencia, buscamos tuits que tuvieran información errónea y conformamos un grupo equiparable de tuits con información verídica. Elaboramos un algoritmo para reconstruir las redes de retuiteo de 266 tuits con información errónea y 458 tuits equiparables con información verídica. Calculamos y comparamos nueve parámetros para caracterizar la estructura de las redes a varios niveles, entre los dos grupos. Resultados. En los nueve parámetros se aprecian diferencias estadísticamente significativas entre el grupo de información verídica y el de información errónea. La información errónea en general se difunde mediante estructuras más sofisticadas que la información verídica. También hay una considerable variabilidad intragrupal. Conclusiones. Las redes de difusión de la información errónea sobre el zika en Twitter fueron sustancialmente diferentes que las de información verídica, lo cual indica que la información errónea se sirve de mecanismos de difusión distintos. Nuestro estudio permitirá formar una comprensión más holística de los desafíos que plantea la información errónea sobre salud en las redes sociales.

Published
2021
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3. Bactericidal and Smear Layer Removal Efficacy of Herbal Alternatives Against Enterococcus Faecalis Dentinal Biofilm – An ex-vivo Study

Author

Arunajatesan Subbiya, Krishnamurthy Roopchander, Krishnan Mahalakshmi, Kesavaram Padmavathy, and Paramasivam Vivekanandan

Subjects
Endodontics, Root Canal Therapy, Plant Preparations, Microscopy, Electron, Scanning, Dentistry, RK1-715
Abstract

Objective: To assess the antibacterial and smear layer removal ability of Trigonella foenum, Syzygium cumini, Terminalia chebula seed extracts against E. faecalis dentinal biofilm. Material and Methods: Agar well diffusion, micro broth dilution assay and time-kill curve assay were performed to determine the antibacterial activity. The ability of the herbal extracts to remove the smear layer on the root canal surface was assessed by scanning electron microscopy. Results: Antibacterial activity was observed for the extracts of S. cumini and T. chebula on E. faecalis dentinal biofilm and its planktonic counterparts. The smear layer was efficiently removed by the seed extracts of T. chebula alone. Seed extracts of T. foenum neither possessed antibacterial effect nor smear layer removal ability. Conclusion: The extracts of T. chebula seeds may replace conventional irrigant due to its antibacterial properties and smear layer removing the ability. The extracts of S. cumini may be used as an intracanal medicament as it exhibited a bactericidal effect against the E. faecalis dentinal biofilm following 18 hours of incubation.

Published
2022

5. Low Amplitude Hand Rest Tremor Assessment in Parkinson's Disease Based on Linear and Nonlinear Methods

Author

Rabelo, Amanda, Folador, João Paulo, Bittar, Ana Paula, Maire, Luiza, Costa, Samila, Rueda, Alice, Krishnan, Sridhar, Lima, Viviane, M. A. Almeida, Rodrigo, and O. Andrade, Adriano

Subjects
nervous system diseases
Abstract

Apresentação oral no Congresso Brasileiro de Engenharia Biomédica 2020. Paper:Low Amplitude Hand Rest Tremor Assessment in Parkinson’s Disease Based on Linear and Nonlinear MethodsLow Amplitude Hand Rest Tremor Assessment in Parkinson’s Disease Based on Linear and Nonlinear Methods

Published
2020
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7. Barreiras à atividade física percebidas entre adultos da Malásia durante a pandemia de COVID-19: um estudo transversal.

Author

Lok Eng Yao, Vasanthi, Rajkumar Krishnan, Praveen, Reshma, Nadzalan, Ali Md, and Surendran, Praveen Jayaprabha

Abstract

Copyright of Journal of Physiotherapy Research / Revista Pesquisa em Fisioterapia is the property of Journal of Physiotherapy Research / Revista Pesquisa em Fisioterapia and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2021
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9. Distinct processing of ambiguous speech in people with non-clinical auditory verbal hallucinations

Author

Sophie K. Scott, Pradheep Shanmugalingam, César F. Lima, Ben Alderson-Day, Samuel Evans, Saloni Krishnan, Charles Fernyhough, and Faculdade de Psicologia e de Ciências da Educação

Subjects
Adult, Male, Psychosis, Hallucinations, media_common.quotation_subject, Population, Prefrontal Cortex, Intelligibility (communication), Gyrus Cinguli, Psychological sciences, Psychology, 03 medical and health sciences, Young Adult, 0302 clinical medicine, Perception, Psychology [Social sciences], Psicologia [Ciências sociais], medicine, Auditory system, Humans, education, media_common, education.field_of_study, medicine.diagnostic_test, Uncertainty, Speech processing, medicine.disease, Magnetic Resonance Imaging, 030227 psychiatry, medicine.anatomical_structure, Superior frontal gyrus, Acoustic Stimulation, Case-Control Studies, Auditory Perception, Ciências psicológicas, Psicologia, Female, Neurology (clinical), Psychology, Functional magnetic resonance imaging, 030217 neurology & neurosurgery, Cognitive psychology
Abstract

Auditory verbal hallucinations (hearing voices) are typically associated with psychosis, but a minority of the general population also experience them frequently and without distress. Such ‘non-clinical’ experiences offer a rare and unique opportunity to study hallucinations apart from confounding clinical factors, thus allowing for the identification of symptom-specific mechanisms. Recent theories propose that hallucinations result from an imbalance of prior expectation and sensory information, but whether such an imbalance also influences auditory-perceptual processes remains unknown. We examine for the first time the cortical processing of ambiguous speech in people without psychosis who regularly hear voices. Twelve non-clinical voice-hearers and 17 matched controls completed a functional magnetic resonance imaging scan while passively listening to degraded speech (‘sine-wave’ speech), that was either potentially intelligible or unintelligible. Voice-hearers reported recognizing the presence of speech in the stimuli before controls, and before being explicitly informed of its intelligibility. Across both groups, intelligible sine-wave speech engaged a typical left-lateralized speech processing network. Notably, however, voice-hearers showed stronger intelligibility responses than controls in the dorsal anterior cingulate cortex and in the superior frontal gyrus. This suggests an enhanced involvement of attention and sensorimotor processes, selectively when speech was potentially intelligible. Altogether, these behavioural and neural findings indicate that people with hallucinatory experiences show distinct responses to meaningful auditory stimuli. A greater weighting towards prior knowledge and expectation might cause non-veridical auditory sensations in these individuals, but it might also spontaneously facilitate perceptual processing where such knowledge is required. This has implications for the understanding of hallucinations in clinical and non-clinical populations, and is consistent with current ‘predictive processing’ theories of psychosis.

Published
2017

11. Cultura do estupro e machismo na Índia em globalização

Author

Krishnan, Kavita

Abstract

Edição trilíngue: português, espanhol e inglês. Título em espanhol: Cultura de la violación y sexismo en la India en vías de globalización. Título em inglês: Rape culture and sexism in globalising India. Submitted by Tiago Carvalho (ctscarva@stj.jus.br) on 2016-05-09T17:54:31Z No. of bitstreams: 4 cultura_estupro_machismo_krishnan.pdf: 285026 bytes, checksum: 0fa24af71393dc5d9c1ca57099cd3109 (MD5) cultura_violacion_sexismo_krishnan.pdf: 270317 bytes, checksum: 82c81a2b0e16c91d85764707b7e17ed1 (MD5) rape_culture_sexism_krishnan.pdf: 268921 bytes, checksum: 9feb4db7528a4207dcc1af8369cce893 (MD5) license.txt: 1239 bytes, checksum: c9b4c351324448672315a00808efb725 (MD5) Approved for entry into archive by Roberta Marins (rmarins@stj.jus.br) on 2016-05-20T20:43:54Z (GMT) No. of bitstreams: 4 cultura_estupro_machismo_krishnan.pdf: 285026 bytes, checksum: 0fa24af71393dc5d9c1ca57099cd3109 (MD5) cultura_violacion_sexismo_krishnan.pdf: 270317 bytes, checksum: 82c81a2b0e16c91d85764707b7e17ed1 (MD5) rape_culture_sexism_krishnan.pdf: 268921 bytes, checksum: 9feb4db7528a4207dcc1af8369cce893 (MD5) license.txt: 1239 bytes, checksum: c9b4c351324448672315a00808efb725 (MD5) Made available in DSpace on 2016-05-20T20:43:54Z (GMT). No. of bitstreams: 4 cultura_estupro_machismo_krishnan.pdf: 285026 bytes, checksum: 0fa24af71393dc5d9c1ca57099cd3109 (MD5) cultura_violacion_sexismo_krishnan.pdf: 270317 bytes, checksum: 82c81a2b0e16c91d85764707b7e17ed1 (MD5) rape_culture_sexism_krishnan.pdf: 268921 bytes, checksum: 9feb4db7528a4207dcc1af8369cce893 (MD5) license.txt: 1239 bytes, checksum: c9b4c351324448672315a00808efb725 (MD5) Previous issue date: 2015

Published
2015

12. Colaboradores

Author

Abubaker, A. Omar, Acero, Julio, Agarwal, Ravi, Aghaloo, Tara, Allen, Kyle P., Allon, Dror M., Alpert, Brian, Altay, Mehmet Ali, Pi-Anfruns, Joan, Aravindaksha, Shyam Prasad, Aronovich, Sharon, Assael, Leon, Aziz, Shahid R., Bagheri, Shahrokh C., Bailey, Jonathan, Barry, Conor, Bast, Brian, Baur, Dale A., Bays, Robert A., Bell, R. Bryan, Bishop, Curtis M., Bitonti, David A., Bohluli, Behnam, Bonin, Genevieve C., Breig, Nicholas, Brockhoff, Hans C., II, Brookes, Carolyn, Brown, Benjaman R., Buchbinder, Daniel, Bui, Tuan G., Caccamese, John F., Jr., Caloss, Ron, Carlson, Eric R., Chakrabarti, Swagnik, Chandran, Ravi, Cheng, Allen, Chigurupati, Radhika, Cho, Nam, Chou, Joli C., Cillo, Joseph E., Jr., Coppen, Casper, Costello, Bernard J., Cottrell, David A., Cunningham, Larry, Jr., Curtis, William J., Dalton, Patrick S., Dean, Jeffrey S., Diamante, Max, Dierks, Eric, Dillon, Jasjit, Drew, Stephanie Joy, Dyalram, Donita, Edwards, Sean P., Emam, Hany A., Engelstad, Mark, Erickson, Helamen P., Evasovich, Maria, Fantuzzo, Joseph J., Farish, Sam E., Fattahi, Tirbod, Fernandes, Rui P., Finn, Richard A., Franco, Peter B., Gailey, David, Garcia-Recuero, Ignacio Ismael, Gentile, Michael A., Ghali, Ghali, Girod, Sabine C., Golden, Brent, Gonzalez, Jorge, Gonzalez, Marianela, Gosla, Srinivas, Granquist, Eric J., Griffitts, Trevor, Guerrero, Cesar A., Hall, Kevin P., Hamlar, David, Heggie, Andrew A., Henriquez, Mariana, Herford, Alan S., Hinrichs, James E., Hirsch, David L., Holmes, Anthony D., Holton, James B., Hossaini-Zadeh, Mehran, Hossameldin, Reem H., Hughes, Pamela J., Jang, Bong Joon, Jaskolka, Michael S., Jensen, Ole T., Jones, Lewis C., Kademani, Deepak, Kang, David R., Kao, Herman, Karlis, Vasiliki, Khader, Ruba, Kim, D. David, Kitamura, Blake, Klene, Carrie A., Kolokythas, Antonia, Kotsakis, Georgios A., Koumjian, Jack H., Krishnan, Deepak G., Kuriakose, Moni Abraham, Kushner, George M., Langston, Andrew J., Lareau, Donald E., Laster, Zvi, Lee, Andrew Wing Cheong, Lee, Jessica J., Lewallen, James B., Loetscher, Christian A., Louis, Patrick J., Loveless, Tyman P., Lubek, Joshua E., Lui, David W., MacLeod, Stephen P.R., MacIver, Colin, Madsen, Matthew, Makhoul, Nicholas M., Manlove, Ashley E., Markiewicz, Michael R., McBride, Kevin L., McCain, Joseph P., McCoy, J. Michael, McKenna, Samuel J., Meara, Daniel J., Medeiros, Paulo Jose, Mehra, Pushkar, Meram, Andrew, Mercuri, Louis G., Miles, Brett A., Moe, Justine, Morlandt, Anthony B.P., Morris, Christopher, Movahed, Reza, Mujica, Elena, Ness, Gregory M., Norbutt, Craig, Obeid, George, Okay, Devin Joseph, Oliphant, Albert D., Ord, Robert, Oreadi, Daniel, Owusu, James, Panchal, Neeraj, Parmar, Sat, Patel, Ashish A., Patel, Ketan, Peacock, Zachary S., Pennau, Karl E., Perciaccante, Vincent J., Perenack, Jon D., Pfeiffer, Laurence D., Phelan, John N., Pierce, Brendan H.G., Posnick, Jeffrey C., Powers, David B., Prange-Kiel, Janine, Precious, David S., Quereshy, Faisal A., Quinn, Peter D., Ramirez, Carlos A., Rapidis, Alexander D., Reddy, Likith, Renapurkar, Shravan, Respondek, Amy M., Ritto, Fabio G., Rogers, Jason, Roland, Peter S., Ruiz, Ramon L., Sabino, Mary Ann, Salama, Andrew, Samman, Nabil, Sauerbier, Sebastian, Schlieve, Thomas, Schlissel, Edward R., Schmelzeisen, Rainer, Schmidt, Brian L., Shand, Jocelyn M., Shirley, Brett, Sinn, Douglas P., Smith, Kevin, Smith, Miller H., Spagnoli, Daniel, Steed, Martin B., Stevens, Mark R., Susarla, Srinivas M., Svoboda, Lance W., Tandon, Rahul, Thakker, Jayini, Thayer, Stone, Tiwana, Paul S., Treasure, Trevor E., Trent, David C., Triggs, John D., Triplett, R. Gibert, Turvey, Timothy A., Van Sickels, Joseph E., Vega, Luis, Vigliante, Craig E., Vorrasi, John, Waite, Peter, Wang, Zhaoling, Ward, Brent B., Williams, Fayette C., Woerner, Jennifer E., Wolford, Larry M., Woo, Brian M., Yamashita, Duke, Yates, David, Yeoh, Melvyn, Yung-Chuan Liu, Stanley, Zaid, Waleed Y., Zakhary, George, Zide, Michael, and Zuniga, John

Published
2019
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13. Six-month bracket failure rate with a flowable composite: A split-mouth randomized controlled trial

Author

Sindhuja Krishnan, Saravana Pandian, and R. Rajagopal

Subjects
Bond failure, Flowable composite, Orthodontic bonding, Bracket survival, Adhesive, Debonding rate., Dentistry, RK1-715
Abstract

ABSTRACT INTRODUCTION: The use of flowable composites as an orthodontic bonding adhesive merits great attention because of their adequate bond strength, ease of clinical handling and reduced number of steps in bonding. OBJECTIVE: The aim of this Randomized Controlled Trial was to comparatively evaluate over a 6-month period the bond failure rate of a flowable composite (Heliosit Orthodontic, Ivoclar Vivadent AG, Schaan) and a conventional orthodontic bonding adhesive (Transbond XT, 3M Unitek). METHODS: 53 consecutive patients (23 males and 30 females) who fulfilled the inclusion and exclusion criteria were included in the study. A total of 891 brackets were analyzed, where 444 brackets were bonded using Heliosit Orthodontic and 447 brackets were bonded using Transbond XT. The survival rates of brackets were estimated with the Kaplan-Meier analysis. Bracket survival distributions for bonding adhesives, tooth location and dental arch were compared with the log-rank test. RESULTS: The failure rates of the Transbond XT and the Heliosit Orthodontic groups were 8.1% and 6% respectively. No significant differences in the survival rates were observed between them (p= 0.242). There was no statistically significant difference in the bond failure rates when the clinical performance of the maxillary versus the mandibular arches and the anterior versus the posterior segments were compared. CONCLUSIONS: Both systems had clinically acceptable bond failure rates and are adequate for orthodontic bonding needs.

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14. Proposta de um modelo de qualidade de serviço e segurança para a tecnologia de web services

Author

Pontes, Krishnan Lage, Universidade Federal de Santa Catarina, and Westphall, Carlos Becker

Subjects
Redes de computadores, Criptografia de dados (Computação), Medidas de segurança, Informatica, Ciência da computação, Servidores da Web, Qualidade dos serviços, XML (Linguagem de marcação de documento)
Abstract

Dissertação (mestrado) - Universidade Federal de Santa Catarina, Centro Tecnológico. Programa de Pós-Graduação em Ciência da Computação.

Published
2003

15. Study on mechanical & thermal properties of PCL blended graphene biocomposites

Author

Dinesh Kumar, Ganesh Babu, and Sai Krishnan

Subjects
graphene, polymer biocomposites, polycaprolactone, biocompatible, Chemical technology, TP1-1185
Abstract

Abstract Graphene is a new carbon based nonmaterial that attracts the technology and constitutes one of the great promises for nanotechnology applications in a near feature. It’s having versatile intrinsic mechanical, thermal and electrical properties.By Incorporation of small amount of graphene fillers into polymer matrix can create attractive bio composites with different morphological and functional properties. The development of biomaterials with special properties is a requirement in biomedical research, particularly in biomedical application. The aim of this work was to develop biocompatible, usable bio composites for biomedical applications using graphene as filler. Recent research evidenced that grapheme-polymer bio composites are promising materials with applications ranging from transportation, biomedical systems, sensors, electrodes for solar panels and EMI.Chemically converted graphene (CCG) solution were prepared through reduction of GO, and Polycaprolactone (PCl), a synthetic biodegradable and biocompatible aliphatic polyester also a suitable for developing biocomposites.

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16. Editores e colaboradores dos capítulos

Author

Kademani, Deepak, Steed, Martin B., Khan, Husain Ali, Meyer, Roger A., Adams, Nathan G., Agnihotri, Neil, Al-Bustani, Saif, Allen, John M., Anderson, Bruce W., Assael, Leon A., Attia, Robert S., Aziz, Shahid R., Bagheri, Shahrokh C., Beckley, Michael L., Bell, R. Bryan, Bobek, Samuel, Bouloux, Gary F., Bradshaw, Shenan, Bui, Tuan G., Cheng, Allen, Cho, Sung Hee, Cunningham, Danielle M., Dierks, Eric, Doughan, Abdulrahman, Farhidvash, Fariba, Farish, Sam E., Girn, Jaspal, Haron, Ibrahim M., Holmgren, Eric P., Huffman, Bradford, Jamali, Jason A., Jimenez, Damian R., Jo, Chris, Jo, Jenny, Johnson, Jeremiah O., Kao, Solon, Kinard, Brian E., Kolokythas, Antonia, Krishnan, Deepak G., Lee, Joyce T., Louis, Patrick J., Markiewicz, Michael R., Marx, Robert E., McKenzie, Wm. Stuart, Mehrabi, Mehran, Miloro, Michael, Moe, Justine, Mohammadzadeh, Kambiz, Morlandt, Anthony B.P., Osborn, Timothy M., Paquin, Rebecca, Park, Etern S., Patel, Ketan, Patel, Kumar J., Patel, Mayoor, Patel, Piyushkumar P., Pathak, Sandeep V., Perciaccante, Vincent J., Rahimi, Ali R., Rieck, Kevin L., Sabino, Ma’Ann C., Salgueiro, Martin, Schlissel, Edward R., Shahriari, Abtin, Shum, Jonathan, Sittitavornwong, Somsak, Sodeifi, A. Michael, Ueeck, Brett A., Verschueren, David, Whitesides, Lee M., and Wilkinson, Michael

Published
2015
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17. Lista de colaboradores

Author

Adams, David R., Badalamenti, Stephanie S., Bechtel, Mark A., Berman, Brian, Bhutani, Tina, Bissonnette, Robert, Brodell, Robert T., Brodland, David G., Callen, Jeffrey P., Camisa, Charles, Caperton, Caroline V., Choi, Jaehyuk, Clark, Richard A., Cooper, Kevin D., Cruz-Ramon, Julio C., Darst, Marc A., Davis, Loretta S., DeKlotz, Cynthia M.C., Del Rosso, James Q., DiGiorgio, Catherine M., Draelos, Zoe D., Eaglstein, William H., Edhegard, Kim, Elston, Dirk, Emer, Jason J., Feldman, Steven R., Feneran, Ashley N., Ferris, Laura K., Forman, Seth B., Fradin, Mark S., Garrett, Algin B., Gelfand, Joel M., Gill, Jennifer G., Girardi, Michael, Goerge, Tobias, Gómez-Fernández, Cristina, Gordon, Kenneth B., Greaves, Malcolm W., Gupta, Aditya K., Haggstrom, Anita N., Haitz, Kassie A., Hall, Russell P., III, Heald, Peter W., Heffernan, Michael P., Helfrich, Yolanda R., Hessel, Adam B., High, Whitney A., Hinds, Ginette A., Hsu, Sylvia, Huether, Michael J., Kaminer, Michael S., Kandula, Swetha, Kang, Sewon, Kapp, Marshall B., Kerdel, Francisco A., Kim, Susun, Kim, Grace K., Kim, Youn H., Kingsley, Melanie, Klinger, Dana M., Knable, Alfred L., Jr., Knowles, Sandra R., Koo, John Y.M., Krishnan, Shiva S., Kulp-Shorten, Carol L., Lacouture, Mario E., Landis, Megan N., Langan, Sinéad M., Lapolla, Whitney J., Larian, Amir, Leachman, Sancy A., LeBlanc, Keith G., Jr., Lebwohl, Mark G., Lee, Chai S., Lee, Samantha M., Lee, Katherine B., Leonardi, Craig L., Levender, Michelle M., Levy, Stanley B., Lewis, Amy B., Lin, Andrew N., Lockshin, Benjamin N., Luger, Thomas A., Magel, George D., Mark, Lawrence A., McElhiney, Linda F., Mehlis, Stephanie, Mendoza, Natalia, Metelitsa, Andrei I., Michaels, Brent D., Mirowski, Ginat W., Morales, Anjali V., Morison, Warwick L., Motaparthi, Kiran, Mousdicas, Nico, Murray, Christian, Owen, Cindy E., Patton, Timothy J., Phillips, Rhea M., Ramachandran, Sarika M., Rao, Jaggi, Reddan, Jennifer, Remlinger, Kathleen A., Richard, Elisabeth G., Rosen, Alyx C., Rosen, Theodore, Roy, Katherine, Sachs, Dana L., Sami, Naveed, Sawaya, Marty E., Schadt, Courtney R., Schlosser, Bethanee J., Shapiro, Lori E., Shear, Neil H., Sheehan, Michael, Sheth, Pranav B., Solish, Nowell, Somani, Najwa, Somani, Ally-Khan, Styron, Brandie T., Tsai, Eunice Y., Tyring, Stephen K., Walker, Susan J., Warner, Michael R., Weinberger, Christine H., Wolverton, Stephen E., Wong, Henry K., Young, Blair K., Zic, John A., Zirwas, Matthew J., and Zwerner, Jeffrey P.

Published
2015
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18. Conselho consultivo

Author

Gaudio, Eugenio, Hsieh, Sung-Tsang, Kennard, Christopher, Krishnan, Subramaniam, and Herrera Saint-Leu, Patricia M.

Published
2014

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