Cross-Modal Data Programming Enables Rapid Medical Machine Learning

por Dunnmon, Jared A., Ratner, Alexander J., Saab, Khaled, Khandwala, Nishith, Markert, Matthew, Sagreiya, Hersh, Goldman, Roger, Lee-Messer, Christopher, Lungren, Matthew P., Rubin, Daniel L., Ré, Christopher
Publicado 2020

Automated coronary calcium scoring using deep learning with multicenter external validation

por Eng, David, Chute, Christopher, Khandwala, Nishith, Rajpurkar, Pranav, Long, Jin, Shleifer, Sam, Khalaf, Mohamed H., Sandhu, Alexander T., Rodriguez, Fatima, Maron, David J., Seyyedi, Saeed, Marin, Daniele, Golub, Ilana, Budoff, Matthew, Kitamura, Felipe, Takahashi, Marcelo Straus, Filice, Ross W., Shah, Rajesh, Mongan, John, Kallianos, Kimberly, Langlotz, Curtis P., Lungren, Matthew P., Ng, Andrew Y., Patel, Bhavik N.
Publicado 2021

Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs

por Pyrros, Ayis, Borstelmann, Stephen M., Mantravadi, Ramana, Zaiman, Zachary, Thomas, Kaesha, Price, Brandon, Greenstein, Eugene, Siddiqui, Nasir, Willis, Melinda, Shulhan, Ihar, Hines-Shah, John, Horowitz, Jeanne M., Nikolaidis, Paul, Lungren, Matthew P., Rodríguez-Fernández, Jorge Mario, Gichoya, Judy Wawira, Koyejo, Sanmi, Flanders, Adam E, Khandwala, Nishith, Gupta, Amit, Garrett, John W., Cohen, Joseph Paul, Layden, Brian T., Pickhardt, Perry J., Galanter, William
Publicado 2023