Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT. - Akshay Smit; Saahil Jain; Pranav Rajpurkar; Anuj Pareek; Andrew Y. Ng; Matthew P. Lungren (EMNLP (1), 2020)

CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT. - Akshay Smit; Saahil Jain; Pranav Rajpurkar; Anuj Pareek; Andrew Y. Ng; Matthew P. Lungren (CoRR, 2020)

DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set. - Damir Vrabac; Akshay Smit; Rebecca Rojansky; Yasodha Natkunam; Ranjana H. Advani; Andrew Y. Ng; Sebastian Fernandez-Pol; Pranav Rajpurkar (CoRR, 2020)

VisualCheXbert: addressing the discrepancy between radiology report labels and image labels. - Saahil Jain; Akshay Smit; Steven Q. H. Truong; Chanh D. T. Nguyen; Minh-Thanh Huynh; Mudit Jain; Victoria A. Young; Andrew Y. Ng; Matthew P. Lungren; Pranav Rajpurkar (CHIL, 2021)

MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning. - Akshay Smit; Damir Vrabac; Yujie He; Andrew Y. Ng; Andrew L. Beam; Pranav Rajpurkar (CoRR, 2021)

Effect of Radiology Report Labeler Quality on Deep Learning Models for Chest X-Ray Interpretation. - Saahil Jain; Akshay Smit; Andrew Y. Ng; Pranav Rajpurkar (CoRR, 2021)

MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning. - Damir Vrabac; Akshay Smit; Yujie He; Andrew Y. Ng; Andrew L. Beam; Pranav Rajpurkar (MIDL, 2022)