Deep learning for mortgage risk A Sadhwani, K Giesecke, J Sirignano Journal of Financial Econometrics 19 (2), 313-368, 2021 | 277 | 2021 |
Deep learning-based survival prediction for multiple cancer types using histopathology images E Wulczyn, DF Steiner, Z Xu, A Sadhwani, H Wang, I Flament-Auvigne, ... PloS one 15 (6), e0233678, 2020 | 237 | 2020 |
Interpretable survival prediction for colorectal cancer using deep learning E Wulczyn, DF Steiner, M Moran, M Plass, R Reihs, F Tan, ... NPJ digital medicine 4 (1), 71, 2021 | 146 | 2021 |
Comparative analysis of machine learning approaches to classify tumor mutation burden in lung adenocarcinoma using histopathology images A Sadhwani, HW Chang, A Behrooz, T Brown, I Auvigne-Flament, H Patel, ... Nature Scientific Reports 11 (1), 1-11, 2021 | 40 | 2021 |
Online learning under adversarial corruptions P Awasthi, S Gollapudi, K Kollias, A Sadhwani | 4 | 2021 |
A machine learning-based approach for the inference of immunotherapy biomarker status in lung adenocarcinoma from hematoxylin and eosin (H&E) histopathology images. C Batenchuk, HW Chang, P Cimermancic, ES Yi, A Sadhwani, V Velez, ... Journal of Clinical Oncology 38 (15), 3122-3122, 2020 | 3 | 2020 |
Deep learning for mortgage risk. arXiv J Sirignano, A Sadhwani, K Giesecke arXiv preprint arXiv:1607.02470, 2016 | 3 | 2016 |
A deep learning system to predict disease-specific survival in stage II and stage III colorectal cancer E Wulczyn, DF Steiner, M Moran, M Plass, R Reihs, H Mueller, ... Cancer Research 80 (16), 2096-2096, 2020 | 1 | 2020 |
Nonlinear Extensions of Reconstruction ICA A Sadhwani, A Gupta | 1 | 2019 |
Fleet2D: A fast and light simulator for home robotics A Sadhwani, H Badiozamani, T Agarwal, S Marthandam, A Atrash, J Zhu, ... IEEE Robotic Computing 2023, 2023 | | 2023 |
Systems And Methods For Directly Predicting Cancer Patient Survival Based On Histopathology Images N Hegde, Y Liu, C Mermel, DF Steiner, E Wulczyn, PC Chen, M Stumpe, ... US Patent App. 18/000,359, 2023 | | 2023 |
Applications of Operations Research in Finance and Healthcare A Sadhwani PhD thesis, Stanford University, 2018 | | 2018 |
Automatic Grading of Eye Diseases using Deep Learning (Spotlight) A Sadhwani, L Tam, J Su GTC Silicon Valley 2016, S6516, 2016 | | 2016 |
Analyzing Personalized Policies for Online Biometric Verification A Sadhwani, Y Yang, LM Wein PLoS One 9 (5), e94087, 2014 | | 2014 |
Optimization of Market Portfolios (Best Thesis Award) A Sadhwani, S Kumar, R Pandey Undergraduate thesis, Indian Institute of Technology (IIT) Delhi, 2008 | | 2008 |