Autonomous AI systems in the face of liability, regulations and costs

por Saenz, Agustina D., Harned, Zach, Banerjee, Oishi, Abràmoff, Michael D., Rajpurkar, Pranav
Publicado 2023

Contrastive learning of heart and lung sounds for label-efficient diagnosis

por Soni, Pratham N., Shi, Siyu, Sriram, Pranav R., Ng, Andrew Y., Rajpurkar, Pranav
Publicado 2021

Expert-level detection of pathologies from unannotated chest X-ray images via self-supervised learning

por Tiu, Ekin, Talius, Ellie, Patel, Pujan, Langlotz, Curtis P., Ng, Andrew Y., Rajpurkar, Pranav
Publicado 2022

Predicting patient decompensation from continuous physiologic monitoring in the emergency department

por Sundrani, Sameer, Chen, Julie, Jin, Boyang Tom, Abad, Zahra Shakeri Hossein, Rajpurkar, Pranav, Kim, David
Publicado 2023

DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set

por Vrabac, Damir, Smit, Akshay, Rojansky, Rebecca, Natkunam, Yasodha, Advani, Ranjana H., Ng, Andrew Y., Fernandez-Pol, Sebastian, Rajpurkar, Pranav
Publicado 2021

AI-clinician collaboration via disagreement prediction: A decision pipeline and retrospective analysis of real-world radiologist-AI interactions

por Sanchez, Morgan, Alford, Kyle, Krishna, Viswesh, Huynh, Thanh M., Nguyen, Chanh D.T., Lungren, Matthew P., Truong, Steven Q.H., Rajpurkar, Pranav
Publicado 2023

Evaluation of a Machine Learning Model Based on Pretreatment Symptoms and Electroencephalographic Features to Predict Outcomes of Antidepressant Treatment in Adults With Depression...

por Rajpurkar, Pranav, Yang, Jingbo, Dass, Nathan, Vale, Vinjai, Keller, Arielle S., Irvin, Jeremy, Taylor, Zachary, Basu, Sanjay, Ng, Andrew, Williams, Leanne M.
Publicado 2020

AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining

por Rajpurkar, Pranav, Park, Allison, Irvin, Jeremy, Chute, Chris, Bereket, Michael, Mastrodicasa, Domenico, Langlotz, Curtis P., Lungren, Matthew P., Ng, Andrew Y., Patel, Bhavik N.
Publicado 2020

Incorporating machine learning and social determinants of health indicators into prospective risk adjustment for health plan payments

por Irvin, Jeremy A., Kondrich, Andrew A., Ko, Michael, Rajpurkar, Pranav, Haghgoo, Behzad, Landon, Bruce E., Phillips, Robert L., Petterson, Stephen, Ng, Andrew Y., Basu, Sanjay
Publicado 2020

Development and Validation of an Artificial Intelligence System to Optimize Clinician Review of Patient Records

por Chi, Ethan Andrew, Chi, Gordon, Tsui, Cheuk To, Jiang, Yan, Jarr, Karolin, Kulkarni, Chiraag V., Zhang, Michael, Long, Jin, Ng, Andrew Y., Rajpurkar, Pranav, Sinha, Sidhartha R.
Publicado 2021

Targeted plasma metabolomics combined with machine learning for the diagnosis of severe acute respiratory syndrome virus type 2

por Le, Anthony T., Wu, Manhong, Khan, Afraz, Phillips, Nicholas, Rajpurkar, Pranav, Garland, Megan, Magid, Kayla, Sibai, Mamdouh, Huang, ChunHong, Sahoo, Malaya K., Bowen, Raffick, Cowan, Tina M., Pinsky, Benjamin A., Hogan, Catherine A.
Publicado 2023

CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV

por Rajpurkar, Pranav, O’Connell, Chloe, Schechter, Amit, Asnani, Nishit, Li, Jason, Kiani, Amirhossein, Ball, Robyn L., Mendelson, Marc, Maartens, Gary, van Hoving, Daniël J., Griesel, Rulan, Ng, Andrew Y., Boyles, Tom H., Lungren, Matthew P.
Publicado 2020

Nasopharyngeal metabolomics and machine learning approach for the diagnosis of influenza

por Hogan, Catherine A., Rajpurkar, Pranav, Sowrirajan, Hari, Phillips, Nicholas A., Le, Anthony T., Wu, Manhong, Garamani, Natasha, Sahoo, Malaya K., Wood, Mona L., Huang, ChunHong, Ng, Andrew Y., Mak, Justin, Cowan, Tina M., Pinsky, Benjamin A.
Publicado 2021

Evaluating progress in automatic chest X-ray radiology report generation

por Yu, Feiyang, Endo, Mark, Krishnan, Rayan, Pan, Ian, Tsai, Andy, Reis, Eduardo Pontes, Fonseca, Eduardo Kaiser Ururahy Nunes, Lee, Henrique Min Ho, Abad, Zahra Shakeri Hossein, Ng, Andrew Y., Langlotz, Curtis P., Venugopal, Vasantha Kumar, Rajpurkar, Pranav
Publicado 2023

Development of an artificial intelligence-derived histologic signature associated with adjuvant gemcitabine treatment outcomes in pancreatic cancer

por Nimgaonkar, Vivek, Krishna, Viswesh, Krishna, Vrishab, Tiu, Ekin, Joshi, Anirudh, Vrabac, Damir, Bhambhvani, Hriday, Smith, Katelyn, Johansen, Julia S., Makawita, Shalini, Musher, Benjamin, Mehta, Arnav, Hendifar, Andrew, Wainberg, Zev, Sohal, Davendra, Fountzilas, Christos, Singhi, Aatur, Rajpurkar, Pranav, Collisson, Eric A.
Publicado 2023

PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging

por Huang, Shih-Cheng, Kothari, Tanay, Banerjee, Imon, Chute, Chris, Ball, Robyn L., Borus, Norah, Huang, Andrew, Patel, Bhavik N., Rajpurkar, Pranav, Irvin, Jeremy, Dunnmon, Jared, Bledsoe, Joseph, Shpanskaya, Katie, Dhaliwal, Abhay, Zamanian, Roham, Ng, Andrew Y., Lungren, Matthew P.
Publicado 2020

Author Correction: PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging

por Huang, Shih-Cheng, Kothari, Tanay, Banerjee, Imon, Chute, Chris, Ball, Robyn L., Borus, Norah, Huang, Andrew, Patel, Bhavik N., Rajpurkar, Pranav, Irvin, Jeremy, Dunnmon, Jared, Bledsoe, Joseph, Shpanskaya, Katie, Dhaliwal, Abhay, Zamanian, Roham, Ng, Andrew Y., Lungren, Matthew P.
Publicado 2020

Human–machine partnership with artificial intelligence for chest radiograph diagnosis

por Patel, Bhavik N., Rosenberg, Louis, Willcox, Gregg, Baltaxe, David, Lyons, Mimi, Irvin, Jeremy, Rajpurkar, Pranav, Amrhein, Timothy, Gupta, Rajan, Halabi, Safwan, Langlotz, Curtis, Lo, Edward, Mammarappallil, Joseph, Mariano, A. J., Riley, Geoffrey, Seekins, Jayne, Shen, Luyao, Zucker, Evan, Lungren, Matthew P.
Publicado 2019

Author Correction: Human–machine partnership with artificial intelligence for chest radiograph diagnosis

por Patel, Bhavik N., Rosenberg, Louis, Willcox, Gregg, Baltaxe, David, Lyons, Mimi, Irvin, Jeremy, Rajpurkar, Pranav, Amrhein, Timothy, Gupta, Rajan, Halabi, Safwan, Langlotz, Curtis, Lo, Edward, Mammarappallil, Joseph, Mariano, A. J., Riley, Geoffrey, Seekins, Jayne, Shen, Luyao, Zucker, Evan, Lungren, Matthew P.
Publicado 2019

Deep Learning–Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model

por Park, Allison, Chute, Chris, Rajpurkar, Pranav, Lou, Joe, Ball, Robyn L., Shpanskaya, Katie, Jabarkheel, Rashad, Kim, Lily H., McKenna, Emily, Tseng, Joe, Ni, Jason, Wishah, Fidaa, Wittber, Fred, Hong, David S., Wilson, Thomas J., Halabi, Safwan, Basu, Sanjay, Patel, Bhavik N., Lungren, Matthew P., Ng, Andrew Y., Yeom, Kristen W.
Publicado 2019