Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19 von Nabulsi, Zaid, Sellergren, Andrew, Jamshy, Shahar, Lau, Charles, Santos, Edward, Kiraly, Atilla P., Ye, Wenxing, Yang, Jie, Pilgrim, Rory, Kazemzadeh, Sahar, Yu, Jin, Kalidindi, Sreenivasa Raju, Etemadi, Mozziyar, Garcia-Vicente, Florencia, Melnick, David, Corrado, Greg S., Peng, Lily, Eswaran, Krish, Tse, Daniel, Beladia, Neeral, Liu, Yun, Chen, Po-Hsuan Cameron, Shetty, Shravya

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Simplified Transfer Learning for Chest Radiography Models Using Less Data von Sellergren, Andrew B., Chen, Christina, Nabulsi, Zaid, Li, Yuanzhen, Maschinot, Aaron, Sarna, Aaron, Huang, Jenny, Lau, Charles, Kalidindi, Sreenivasa Raju, Etemadi, Mozziyar, Garcia-Vicente, Florencia, Melnick, David, Liu, Yun, Eswaran, Krish, Tse, Daniel, Beladia, Neeral, Krishnan, Dilip, Shetty, Shravya

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Deep Learning Detection of Active Pulmonary Tuberculosis at Chest Radiography Matched the Clinical Performance of Radiologists von Kazemzadeh, Sahar, Yu, Jin, Jamshy, Shahar, Pilgrim, Rory, Nabulsi, Zaid, Chen, Christina, Beladia, Neeral, Lau, Charles, McKinney, Scott Mayer, Hughes, Thad, Kiraly, Atilla P, Kalidindi, Sreenivasa Raju, Muyoyeta, Monde, Malemela, Jameson, Shih, Ting, Corrado, Greg S, Peng, Lily, Chou, Katherine, Chen, Po-Hsuan Cameron, Liu, Yun, Eswaran, Krish, Tse, Daniel, Shetty, Shravya, Prabhakara, Shruthi

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Assistive AI in Lung Cancer Screening: A Retrospective Multinational Study in the United States and Japan von Kiraly, Atilla P, Cunningham, Corbin A, Najafi, Ryan, Nabulsi, Zaid, Yang, Jie, Lau, Charles, Ledsam, Joseph R, Ye, Wenxing, Ardila, Diego, McKinney, Scott M, Pilgrim, Rory, Liu, Yun, Saito, Hiroaki, Shimamura, Yasuteru, Etemadi, Mozziyar, Melnick, David, Jansen, Sunny, Corrado, Greg S, Peng, Lily, Tse, Daniel, Shetty, Shravya, Prabhakara, Shruthi, Naidich, David P, Beladia, Neeral, Eswaran, Krish

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Predicting Poverty Level from Satellite Imagery using Deep Neural Networks von Chitturi, Varun, Nabulsi, Zaid

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ViMGuard: A Novel Multi-Modal System for Video Misinformation Guarding von Kan, Andrew, Kan, Christopher, Nabulsi, Zaid

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Predicting Poverty Level from Satellite Imagery using Deep Neural Networks von Chitturi, Varun, Nabulsi, Zaid

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ViMGuard: A Novel Multi-Modal System for Video Misinformation Guarding von Kan, Andrew, Kan, Christopher, Nabulsi, Zaid

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Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals von Blankemeier, Louis, Baur, Sebastien, Weng, Wei-Hung, Garrison, Jake, Matias, Yossi, Prabhakara, Shruthi, Ardila, Diego, Nabulsi, Zaid

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HeAR -- Health Acoustic Representations von Baur, Sebastien, Nabulsi, Zaid, Weng, Wei-Hung, Garrison, Jake, Blankemeier, Louis, Fishman, Sam, Chen, Christina, Kakarmath, Sujay, Maimbolwa, Minyoi, Sanjase, Nsala, Shuma, Brian, Matias, Yossi, Corrado, Greg S, Patel, Shwetak, Shetty, Shravya, Prabhakara, Shruthi, Muyoyeta, Monde, Ardila, Diego

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DETERMINISTIC INFERENCE FOR MACHINE LEARNING MODELS WITH VARIABLE BEHAVIOR von KIRALY, Atilla, GRUZEWSKA, Elzbieta, MCKINNEY, Scott, NABULSI, Zaid Isam, AGHARWAL, Arnav

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Merlin: A Vision Language Foundation Model for 3D Computed Tomography von Blankemeier, Louis, Cohen, Joseph Paul, Kumar, Ashwin, Van Veen, Dave, Gardezi, Syed Jamal Safdar, Paschali, Magdalini, Chen, Zhihong, Delbrouck, Jean-Benoit, Reis, Eduardo, Truyts, Cesar, Bluethgen, Christian, Jensen, Malte Engmann Kjeldskov, Ostmeier, Sophie, Varma, Maya, Valanarasu, Jeya Maria Jose, Fang, Zhongnan, Huo, Zepeng, Nabulsi, Zaid, Ardila, Diego, Weng, Wei-Hung, Junior, Edson Amaro, Ahuja, Neera, Fries, Jason, Shah, Nigam H, Johnston, Andrew, Boutin, Robert D, Wentland, Andrew, Langlotz, Curtis P, Hom, Jason, Gatidis, Sergios, Chaudhari, Akshay S

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Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals von Blankemeier, Louis, Baur, Sebastien, Wei-Hung, Weng, Garrison, Jake, Matias, Yossi, Shruthi Prabhakara, Ardila, Diego, Nabulsi, Zaid

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DETERMINING CHEST CONDITIONS FROM RADIOGRAPH DATA VIA MACHINE LEARNING von LIU, Yun, KAZEMZADEH, Sahar, PILGRIM, Rory, JAMSHY, Shahar, NABULSI, Zaid Isam, PRABHAKARA, Shruthi, YU, Dong Jin, KIRALY, Atilla Peter, SELLERGREN, Andrew Beckmann

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Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases von Nabulsi, Zaid, Sellergren, Andrew, Jamshy, Shahar, Lau, Charles, Santos, Edward, Kiraly, Atilla P, Ye, Wenxing, Yang, Jie, Pilgrim, Rory, Kazemzadeh, Sahar, Yu, Jin, Sreenivasa Raju Kalidindi, Etemadi, Mozziyar, Garcia-Vicente, Florencia, Melnick, David, Corrado, Greg S, Peng, Lily, Eswaran, Krish, Tse, Daniel, Beladia, Neeral, Liu, Yun, Po-Hsuan Cameron Chen, Shetty, Shravya

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Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries von Kazemzadeh, Sahar, Yu, Jin, Jamshy, Shahar, Pilgrim, Rory, Nabulsi, Zaid, Chen, Christina, Beladia, Neeral, Lau, Charles, McKinney, Scott Mayer, Hughes, Thad, Kiraly, Atilla, Kalidindi, Sreenivasa Raju, Muyoyeta, Monde, Malemela, Jameson, Shih, Ting, Corrado, Greg S, Peng, Lily, Chou, Katherine, Chen, Po-Hsuan Cameron, Liu, Yun, Eswaran, Krish, Tse, Daniel, Shetty, Shravya, Prabhakara, Shruthi

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Determining Chest Conditions from Radiograph Data via Machine Learning von Jamshy, Shahar, Nabulsi, Zaid Isam, Yu, Dong Jin, Kiraly, Atilla Peter, Pilgrim, Rory, Prabhakara, Shruthi, Kazemzadeh, Sahar, Sellergren, Andrew Beckmann, Liu, Yun

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HeAR -- Health Acoustic Representations von Baur, Sebastien, Nabulsi, Zaid, Wei-Hung, Weng, Garrison, Jake, Blankemeier, Louis, Fishman, Sam, Chen, Christina, Kakarmath, Sujay, Minyoi Maimbolwa, Sanjase, Nsala, Shuma, Brian, Matias, Yossi, Corrado, Greg S, Patel, Shwetak, Shetty, Shravya, Shruthi Prabhakara, Muyoyeta, Monde, Ardila, Diego

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DETERMINING CHEST CONDITIONS FROM RADIOGRAPH DATA VIA MACHINE LEARNING von LIU, Yun, KAZEMZADEH, Sahar, PILGRIM, Rory, JAMSHY, Shahar, NABULSI, Zaid Isam, PRABHAKARA, Shruthi, YU, Dong Jin, KIRALY, Atilla Peter, SELLERGREN, Andrew Beckmann

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Merlin: A Vision Language Foundation Model for 3D Computed Tomography von Blankemeier, Louis, Cohen, Joseph Paul, Kumar, Ashwin, Dave Van Veen, Syed Jamal Safdar Gardezi, Paschali, Magdalini, Chen, Zhihong, Jean-Benoit Delbrouck, Reis, Eduardo, Truyts, Cesar, Bluethgen, Christian, Malte Engmann Kjeldskov Jensen, Ostmeier, Sophie, Varma, Maya, Jeya Maria Jose Valanarasu, Fang, Zhongnan, Huo, Zepeng, Nabulsi, Zaid, Ardila, Diego, Wei-Hung, Weng, Edson Amaro Junior, Ahuja, Neera, Fries, Jason, Shah, Nigam H, Johnston, Andrew, Boutin, Robert D, Wentland, Andrew, Langlotz, Curtis P, Hom, Jason, Gatidis, Sergios, Chaudhari, Akshay S

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