BindVAE: Dirichlet variational autoencoders for de novo motif discovery from accessible chromatin

por Kshirsagar, Meghana, Yuan, Han, Ferres, Juan Lavista, Leslie, Christina
Publicado 2022

Comparing recurrent convolutional neural networks for large scale bird species classification

por Gupta, Gaurav, Kshirsagar, Meghana, Zhong, Ming, Gholami, Shahrzad, Ferres, Juan Lavista
Publicado 2021

Modeling to explore and challenge inherent assumptions when cultural norms have changed: a case study on left-handedness and life expectancy

por Ferres, Juan Lavista, Nasir, Md, Bijral, Avleen, Subramanian, S V, Weeks, William B
Publicado 2023

Democratizing Protein Language Models with Parameter-Efficient Fine-Tuning

por Sledzieski, Samuel, Kshirsagar, Meghana, Baek, Minkyung, Berger, Bonnie, Dodhia, Rahul, Ferres, Juan Lavista
Publicado 2023

Risk factors for late (28+ weeks’ gestation) stillbirth in the United States, 2014–2015

por Tanner, Darren, Murthy, Sushama, Lavista Ferres, Juan M., Ramirez, Jan-Marino, Mitchell, Edwin A.
Publicado 2023

Machine Learning-based Derivation and External Validation of a Tool to Predict Death and Development of Organ Failure in Hospitalized Patients with COVID-19

por Xu, Yixi, Trivedi, Anusua, Becker, Nicholas, Blazes, Marian, Ferres, Juan, Lee, Aaron, Liles, W., Bhatraju, Pavan
Publicado 2021

An observational, sequential analysis of the relationship between local economic distress and inequities in health outcomes, clinical care, health behaviors, and social determinant...

por Weeks, William B, Chang, Ji E, Pagán, José A, Aerts, Ann, Weinstein, James N, Ferres, Juan Lavista
Publicado 2023

Capturing COVID-19Like Symptoms at Scale Using Banner Ads on an Online News Platform: Pilot Survey Study

por Dixon, Brian E, Mukherjee, Sumit, Wiensch, Ashley, Gray, Mary L, Ferres, Juan M Lavista, Grannis, Shaun J
Publicado 2021

Survey data and human computation for improved flu tracking

por Wojcik, Stefan, Bijral, Avleen S., Johnston, Richard, Lavista Ferres, Juan M., King, Gary, Kennedy, Ryan, Vespignani, Alessandro, Lazer, David
Publicado 2021

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

por Kshirsagar, Meghana, Nasir, Md, Mukherjee, Sumit, Becker, Nicholas, Dodhia, Rahul, Weeks, William B, Ferres, Juan Lavista, Richardson, Barbra
Publicado 2022

Factors Associated With the Intention to Receive the COVID-19 Vaccine: Cross-sectional National Study

por Kasting, Monica L, Macy, Jonathan T, Grannis, Shaun J, Wiensch, Ashley J, Lavista Ferres, Juan M, Dixon, Brian E
Publicado 2022

Machine learning-based derivation and external validation of a tool to predict death and development of organ failure in hospitalized patients with COVID-19

por Xu, Yixi, Trivedi, Anusua, Becker, Nicholas, Blazes, Marian, Ferres, Juan Lavista, Lee, Aaron, Conrad Liles, W., Bhatraju, Pavan K.
Publicado 2022

Identifying long-term effects of SARS-CoV-2 and their association with social determinants of health in a cohort of over one million COVID-19 survivors

por Mukherjee, Sumit, Kshirsagar, Meghana, Becker, Nicholas, Xu, Yixi, Weeks, William B., Patel, Shwetak, Ferres, Juan Lavista, Jackson, Michael L.
Publicado 2022

Predicting locations of cryptic pockets from single protein structures using the PocketMiner graph neural network

por Meller, Artur, Ward, Michael, Borowsky, Jonathan, Kshirsagar, Meghana, Lotthammer, Jeffrey M., Oviedo, Felipe, Ferres, Juan Lavista, Bowman, Gregory R.
Publicado 2023

Maternal infections in pregnancy and the risk of sudden unexpected infant death in the offspring in the U.S., 2011–2015

por Weatherly, Maggie, Trivedi, Anusua, Chembrolu, Ratna, Gupta, Sanjana, Ramirez, Jan-Marino, Lavista Ferres, Juan M., Anderson, Tatiana M., Mitchell, Edwin A.
Publicado 2023

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

por Habib, Al-Rahim, Xu, Yixi, Bock, Kris, Mohanty, Shrestha, Sederholm, Tina, Weeks, William B., Dodhia, Rahul, Ferres, Juan Lavista, Perry, Chris, Sacks, Raymond, Singh, Narinder
Publicado 2023

Precision mapping child undernutrition for nearly 600,000 inhabited census villages in India

por Kim, Rockli, Bijral, Avleen S., Xu, Yun, Zhang, Xiuyuan, Blossom, Jeffrey C., Swaminathan, Akshay, King, Gary, Kumar, Alok, Sarwal, Rakesh, Lavista Ferres, Juan M., Subramanian, S. V.
Publicado 2021

An Artificial Intelligence Dataset for Solar Energy Locations in India

por Ortiz, Anthony, Negandhi, Dhaval, Mysorekar, Sagar R., Nagaraju, Shivaprakash K., Kiesecker, Joseph, Robinson, Caleb, Bhatia, Priyal, Khurana, Aditi, Wang, Jane, Oviedo, Felipe, Ferres, Juan Lavista
Publicado 2022

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

por Ortiz, Anthony, Trivedi, Anusua, Desbiens, Jocelyn, Blazes, Marian, Robinson, Caleb, Gupta, Sunil, Dodhia, Rahul, Bhatraju, Pavan K., Liles, W. Conrad, Lee, Aaron, Ferres, Juan M. Lavista
Publicado 2022

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

por Robinson, Caleb, Trivedi, Anusua, Blazes, Marian, Ortiz, Anthony, Desbiens, Jocelyn, Gupta, Sunil, Dodhia, Rahul, Bhatraju, Pavan K., Liles, W. Conrad, Lee, Aaron, Kalpathy-Cramer, Jayashree, Ferres, Juan M. Lavista
Publicado 2021