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Akshay Smit
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CheXbert: combining automatic labelers and expert annotations for accurate radiology report labeling using BERT
A Smit, S Jain, P Rajpurkar, A Pareek, AY Ng, MP Lungren
arXiv preprint arXiv:2004.09167, 2020
1962020
VisualCheXbert: addressing the discrepancy between radiology report labels and image labels
S Jain, A Smit, SQH Truong, CDT Nguyen, MT Huynh, M Jain, VA Young, ...
Proceedings of the Conference on Health, Inference, and Learning, 105-115, 2021
212021
DLBCL-Morph: morphological features computed using deep learning for an annotated digital DLBCL image set
D Vrabac, A Smit, R Rojansky, Y Natkunam, RH Advani, AY Ng, ...
Scientific Data 8 (1), 135, 2021
182021
CheXbert: Combining automatic labelers and expert annotations for accurate radiology report labeling using BERT. arXiv [csCL]. Published online April 20, 2020
A Smit, S Jain, P Rajpurkar, A Pareek, AY Ng, MP Lungren
92004
Effect of radiology report labeler quality on deep learning models for chest X-ray interpretation
S Jain, A Smit, AY Ng, P Rajpurkar
arXiv preprint arXiv:2104.00793, 2021
82021
MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning
A Smit, D Vrabac, Y He, AY Ng, AL Beam, P Rajpurkar
arXiv preprint arXiv:2103.14339, 2021
82021
Analysis and classification of symbolic western classical music by composer
S Jain, A Smit, T Yngesjö
Preprint.[Online]. Available: http://cs229. stanford. edu/proj2019aut/data …, 0
5
MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning
D Vrabac, A Smit, Y He, AY Ng, AL Beam, P Rajpurkar
International Conference on Medical Imaging with Deep Learning, 1301-1310, 2022
22022
Morphological features computed using deep learning for an annotated digital DLBCL image set
D Vrabac, A Smit, R Rojansky, Y Natkunam, RH Advani, AY Ng, ...
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