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Juan M. Lavista Ferres
Juan M. Lavista Ferres
Chief Scientist and Lab Director, Microsoft AI for Good Research Lab
Подтвержден адрес электронной почты в домене microsoft.com
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Процитировано
Год
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...
Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022
2582022
Maternal smoking before and during pregnancy and the risk of sudden unexpected infant death
TM Anderson, JM Lavista Ferres, SY Ren, RY Moon, RD Goldstein, ...
Pediatrics 143 (4), 2019
2292019
Online Experimentation at Microsoft
R Kohavi, C Thomas, R Longbotham, F Brian, R Henne, ...
http://www.exp-platform.com/documents/expthinkweek2009public.pdf, 2009
1762009
Interpretable and explainable machine learning for materials science and chemistry
F Oviedo, JL Ferres, T Buonassisi, KT Butler
Accounts of Materials Research 3 (6), 597-607, 2022
1712022
A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network
J LeBien, M Zhong, M Campos-Cerqueira, JP Velev, R Dodhia, JL Ferres, ...
Ecological Informatics 59, 101113, 2020
1552020
Comparing recurrent convolutional neural networks for large scale bird species classification
G Gupta, M Kshirsagar, M Zhong, S Gholami, JL Ferres
Scientific reports 11 (1), 17085, 2021
1112021
Multispecies bioacoustic classification using transfer learning of deep convolutional neural networks with pseudo-labeling
M Zhong, J LeBien, M Campos-Cerqueira, R Dodhia, JL Ferres, JP Velev, ...
Applied Acoustics 166, 107375, 2020
1042020
Predicting the locations of cryptic pockets from single protein structures using the PocketMiner graph neural network
A Meller, MD Ward, JH Borowsky, JM Lotthammer, M Kshirsagar, ...
Biophysical journal 122 (3), 445a, 2023
982023
Beluga whale acoustic signal classification using deep learning neural network models
M Zhong, M Castellote, R Dodhia, J Lavista Ferres, M Keogh, A Brewer
The Journal of the Acoustical Society of America 147 (3), 1834-1841, 2020
982020
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US
EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ...
MedRxiv, 2021.02. 03.21250974, 2021
922021
Torchgeo: deep learning with geospatial data
AJ Stewart, C Robinson, IA Corley, A Ortiz, JML Ferres, A Banerjee
Proceedings of the 30th international conference on advances in geographic …, 2022
842022
privGAN: Protecting GANs from membership inference attacks at low cost to utility
S Mukherjee, Y Xu, A Trivedi, N Patowary, JL Ferres
Proceedings on Privacy Enhancing Technologies, 2021
82*2021
System and methods for facilitating user-requested content services and related technologies
P Stolz, JML Ferres, WM Fawthrop, ANC Etchenique, DA Mislej
US Patent App. 12/538,749, 2010
692010
Distinct populations of sudden unexpected infant death based on age
JM Lavista Ferres, TM Anderson, R Johnston, JM Ramirez, EA Mitchell
Pediatrics 145 (1), 2020
512020
Acoustic detection of regionally rare bird species through deep convolutional neural networks
M Zhong, R Taylor, N Bates, D Christey, H Basnet, J Flippin, S Palkovitz, ...
Ecological Informatics 64, 101333, 2021
472021
Beyond chatting: The opportunities and challenges of ChatGPT in medicine and radiology.
JML Ferres, WB Weeks, LC Chu, SP Rowe, EK Fishman
Diagnostic and Interventional Imaging 104 (6), 263-264, 2023
452023
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary
JF Rajotte, S Mukherjee, C Robinson, A Ortiz, C West, JML Ferres, RT Ng
Proceedings of the conference on information Technology for Social Good, 79-84, 2021
422021
Democratizing protein language models with parameter-efficient fine-tuning
S Sledzieski, M Kshirsagar, M Baek, R Dodhia, J Lavista Ferres, B Berger
Proceedings of the National Academy of Sciences 121 (26), e2405840121, 2024
342024
Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes
A Ortiz, A Trivedi, J Desbiens, M Blazes, C Robinson, S Gupta, R Dodhia, ...
Scientific reports 12 (1), 1716, 2022
332022
Detecting, classifying, and counting blue whale calls with Siamese neural networks
M Zhong, M Torterotot, TA Branch, KM Stafford, JY Royer, R Dodhia, ...
The Journal of the Acoustical Society of America 149 (5), 3086-3094, 2021
312021
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