Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study

por Ebrahimian, Shadi, Homayounieh, Fatemeh, Rockenbach, Marcio A. B. C., Putha, Preetham, Raj, Tarun, Dayan, Ittai, Bizzo, Bernardo C., Buch, Varun, Wu, Dufan, Kim, Kyungsang, Li, Quanzheng, Digumarthy, Subba R., Kalra, Mannudeep K.
Publicado 2021

Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19

por Li, Matthew D., Arun, Nishanth T., Aggarwal, Mehak, Gupta, Sharut, Singh, Praveer, Little, Brent P., Mendoza, Dexter P., Corradi, Gustavo C.A., Takahashi, Marcelo S., Ferraciolli, Suely F., Succi, Marc D., Lang, Min, Bizzo, Bernardo C., Dayan, Ittai, Kitamura, Felipe C., Kalpathy-Cramer, Jayashree
Publicado 2022

Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19

por Zhong, Aoxiao, Li, Xiang, Wu, Dufan, Ren, Hui, Kim, Kyungsang, Kim, Younggon, Buch, Varun, Neumark, Nir, Bizzo, Bernardo, Tak, Won Young, Park, Soo Young, Lee, Yu Rim, Kang, Min Kyu, Park, Jung Gil, Kim, Byung Seok, Chung, Woo Jin, Guo, Ning, Dayan, Ittai, Kalra, Mannudeep K., Li, Quanzheng
Publicado 2021

A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records

por Gong, Kuang, Wu, Dufan, Arru, Chiara Daniela, Homayounieh, Fatemeh, Neumark, Nir, Guan, Jiahui, Buch, Varun, Kim, Kyungsang, Bizzo, Bernardo Canedo, Ren, Hui, Tak, Won Young, Park, Soo Young, Lee, Yu Rim, Kang, Min Kyu, Park, Jung Gil, Carriero, Alessandro, Saba, Luca, Masjedi, Mahsa, Talari, Hamidreza, Babaei, Rosa, Mobin, Hadi Karimi, Ebrahimian, Shadi, Guo, Ning, Digumarthy, Subba R., Dayan, Ittai, Kalra, Mannudeep K., Li, Quanzheng
Publicado 2021

Federated Learning used for predicting outcomes in SARS-COV-2 patients

por Flores, Mona, Dayan, Ittai, Roth, Holger, Zhong, Aoxiao, Harouni, Ahmed, Gentili, Amilcare, Abidin, Anas, Liu, Andrew, Costa, Anthony, Wood, Bradford, Tsai, Chien-Sung, Wang, Chih-Hung, Hsu, Chun-Nan, Lee, CK, Ruan, Colleen, Xu, Daguang, Wu, Dufan, Huang, Eddie, Kitamura, Felipe, Lacey, Griffin, César de Antônio Corradi, Gustavo, Shin, Hao-Hsin, Obinata, Hirofumi, Ren, Hui, Crane, Jason, Tetreault, Jesse, Guan, Jiahui, Garrett, John, Park, Jung Gil, Dreyer, Keith, Juluru, Krishna, Kersten, Kristopher, Bezerra Cavalcanti Rockenbach, Marcio Aloisio, Linguraru, Marius, Haider, Masoom, AbdelMaseeh, Meena, Rieke, Nicola, Damasceno, Pablo, Cruz e Silva, Pedro Mario, Wang, Pochuan, Xu, Sheng, Kawano, Shuichi, Sriswasdi, Sira, Park, Soo Young, Grist, Thomas, Buch, Varun, Jantarabenjakul, Watsamon, Wang, Weichung, Tak, Won Young, Li, Xiang, Lin, Xihong, Kwon, Fred, Gilbert, Fiona, Kaggie, Josh, Li, Quanzheng, Quraini, Abood, Feng, Andrew, Priest, Andrew, Turkbey, Baris, Glicksberg, Benjamin, Bizzo, Bernardo, Kim, Byung Seok, Tor-Diez, Carlos, Lee, Chia-Cheng, Hsu, Chia-Jung, Lin, Chin, Lai, Chiu-Ling, Hess, Christopher, Compas, Colin, Bhatia, Deepi, Oermann, Eric, Leibovitz, Evan, Sasaki, Hisashi, Mori, Hitoshi, Yang, Isaac, Sohn, Jae Ho, Keshava Murthy, Krishna Nand, Fu, Li-Chen, Furtado de Mendonça, Matheus Ribeiro, Fralick, Mike, Kang, Min Kyu, Adil, Mohammad, Gangai, Natalie, Vateekul, Peerapon, Elnajjar, Pierre, Hickman, Sarah, Majumdar, Sharmila, McLeod, Shelley, Reed, Sheridan, Graf, Stefan, Harmon, Stephanie, Kodama, Tatsuya, Puthanakit, Thanyawee, Mazzulli, Tony, de Lima Lavor, Vitor, Rakvongthai, Yothin, Lee, Yu Rim, Wen, Yuhong
Publicado 2021