Bibliotecas PUC-SP - Busca Integrada

Assessment of differentially private synthetic data for utility and fairness in end-to-end machine learning pipelines for tabular data.

nork Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres, Rafael de Sousa
Argitaratua izan da PLoS ONE (2024-01-01)

Multi-modal Language models in bioacoustics with zero-shot transfer: a case study

nork Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan Lavista Ferres
Argitaratua izan da Scientific Reports (2025-02-01)

The Risk of Hospitalization and Mortality After Breakthrough SARS-CoV-2 Infection by Vaccine Type: Observational Study of Medical Claims Data

nork Meghana Kshirsagar, Md Nasir, Sumit Mukherjee, Nicholas Becker, Rahul Dodhia, William B Weeks, Juan Lavista Ferres, Barbra Richardson
Argitaratua izan da JMIR Public Health and Surveillance (2022-11-01)

Mapping Glacial Lakes Using Historically Guided Segmentation Models

nork Anthony Ortiz, Weiyushi Tian, Tenzing Chogyal Sherpa, Finu Shrestha, Mir Matin, Rahul Dodhia, Juan M. Lavista Ferres, Kris Sankaran
Argitaratua izan da IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2022-01-01)

Liver MRI proton density fat fraction inference from contrast enhanced CT images using deep learning: A proof-of-concept study.

nork Md Nasir, Yixi Xu, Kyle Hasenstab, Alekhya Yechoor, Rahul Dodhia, William B Weeks, Juan Lavista Ferres, Guilherme Moura Cunha
Argitaratua izan da PLoS ONE (2025-01-01)

Assessing the utility of machine learning for predicting food sufficiency: a case study in Malawi

nork Andrew Tomes, Shahrzad Gholami, Didier Alia, Conor Hennessy, Dafeng Xu, Cecilia Bitz, Rahul Dodhia, Juan Lavista Ferres, C. Leigh Anderson
Argitaratua izan da Data & Policy (2025-01-01)

Modeling protective meningococcal antibody responses and factors influencing antibody persistence following vaccination with MenAfriVac using machine learning.

nork Md Nasir, William B Weeks, Shahrzad Gholami, Anthony Marfin, Mark Alderson, Troy Leader, Brian Taliesin, Rahul Dodhia, Juan Lavista Ferres, Niranjan Bhat
Argitaratua izan da PLoS ONE (2025-01-01)

A labeled data set of underwater images of fish and crab species from five mesohabitats in Puget Sound WA USA

nork Dara M. Farrell, Bridget Ferriss, Beth Sanderson, Karl Veggerby, Lauren Robinson, Anusua Trivedi, Shreyaan Pathak, Sreya Muppalla, Jane Wang, Dan Morris, Rahul Dodhia
Argitaratua izan da Scientific Data (2023-11-01)

Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators.

nork Girmaw Abebe Tadesse, Laura Ferguson, Caleb Robinson, Shiphrah Kuria, Herbert Wanyonyi, Samuel Murage, Samuel Mburu, Rahul Dodhia, Juan M Lavista Ferres, Bistra Dilkina
Argitaratua izan da PLoS ONE (2025-01-01)

Enhancing Food Security With High-Quality Land-Use and Land-Cover Maps: A Local Model Approach

nork Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Quentin Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan M. Lavista Ferres
Argitaratua izan da IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2025-01-01)

Evaluating the generalizability of deep learning image classification algorithms to detect middle ear disease using otoscopy

nork Al-Rahim Habib, Yixi Xu, Kris Bock, Shrestha Mohanty, Tina Sederholm, William B. Weeks, Rahul Dodhia, Juan Lavista Ferres, Chris Perry, Raymond Sacks, Narinder Singh
Argitaratua izan da Scientific Reports (2023-04-01)

Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes

nork Anthony Ortiz, Anusua Trivedi, Jocelyn Desbiens, Marian Blazes, Caleb Robinson, Sunil Gupta, Rahul Dodhia, Pavan K. Bhatraju, W. Conrad Liles, Aaron Lee, Juan M. Lavista Ferres
Argitaratua izan da Scientific Reports (2022-02-01)

Expanding smallholder irrigation in central Kenya demonstrates the importance of protecting grassland landscapes

nork Gilles Quentin Hacheme, Stephen Andrew Wood, Renatus Magesa, Girmaw Abebe Tadesse, Caleb Robinson, Elizah Peter, Elkanah Kipkoech, Bernice Sainepo, Akram Zaytar, Rahul Dodhia, Juan M Lavista Ferres
Argitaratua izan da Environmental Research Letters (2025-01-01)

Rapid and accurate prediction of protein homo-oligomer symmetry using Seq2Symm

nork Meghana Kshirsagar, Artur Meller, Ian R. Humphreys, Samuel Sledzieski, Yixi Xu, Rahul Dodhia, Eric Horvitz, Bonnie Berger, Gregory R. Bowman, Juan Lavista Ferres, David Baker, Minkyung Baek
Argitaratua izan da Nature Communications (2025-02-01)

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement

nork Anusua Trivedi, Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K. Bhatraju, W. Conrad Liles, Jayashree Kalpathy-Cramer, Aaron Y. Lee, Juan M. Lavista Ferres
Argitaratua izan da PLoS ONE (2022-01-01)

Bridging gaps in ophthalmology education through large language models

nork Shahrzad Gholami, Beth Wilson, Sarah Page, Daniel B. Mummert, Joseph Carr, Robert R. McNabb, Rahul Dodhia, Juan M. Lavista Ferres, William B. Weeks, Dale E. Fajardo, Karine D. Bojikian
Argitaratua izan da AJO International (2025-12-01)

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.

nork Anusua Trivedi, Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K Bhatraju, W Conrad Liles, Jayashree Kalpathy-Cramer, Aaron Y Lee, Juan M Lavista Ferres
Argitaratua izan da PLoS ONE (2022-01-01)

The Road to India’s Renewable Energy Transition Must Pass through Crowded Lands

nork Joseph M. Kiesecker, Shivaprakash K. Nagaraju, James R. Oakleaf, Anthony Ortiz, Juan Lavista Ferres, Caleb Robinson, Srinivas Krishnaswamy, Raman Mehta, Rahul Dodhia, Jeffrey S. Evans, Michael Heiner, Pratiti Priyadarshini, Pooja Chandran, Kei Sochi
Argitaratua izan da Land (2023-11-01)