| Defining glioblastoma resectability through the wisdom of the crowd: a proof-of-principle study AM Sonabend, BE Zacharia, MB Cloney, A Sonabend, C Showers, ... Neurosurgery 80 (4), 590-601, 2017 | 43 | 2017 |
| Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data C Hong, E Rush, M Liu, D Zhou, J Sun, A Sonabend, VM Castro, ... NPJ digital medicine 4 (1), 151, 2021 | 37 | 2021 |
| Automated ICD coding via unsupervised knowledge integration (UNITE) A Sonabend, W Cai, Y Ahuja, A Ananthakrishnan, Z Xia, S Yu, C Hong International journal of medical informatics 139, 104135, 2020 | 37 | 2020 |
| Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation A Sonabend W, J Lu, LA Celi, T Cai, P Szolovits NeurIPS, arXiv: 2006.13189, 2020 | 22 | 2020 |
| Federated offline reinforcement learning D Zhou, Y Zhang, A Sonabend-W, Z Wang, J Lu, T Cai Journal of the American Statistical Association, 1-12, 2024 | 9 | 2024 |
| Translocon-associated protein subunit SSR3 determines and predicts susceptibility to paclitaxel in breast cancer and glioblastoma C Dmello, A Sonabend, VA Arrieta, DY Zhang, D Kanojia, L Chen, ... Clinical Cancer Research 28 (14), 3156-3169, 2022 | 5 | 2022 |
| Semi-supervised off policy reinforcement learning A Sonabend-W, N Laha, AN Ananthakrishnan, T Cai, R Mukherjee arXiv preprint arXiv:2012.04809, 2020 | 5 | 2020 |
| Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec A Sonabend W, AM Pellegrini, S Chan, HE Brown, JN Rosenquist, ... Plos one 15 (4), e0230663, 2020 | 5 | 2020 |
| Finding the optimal dynamic treatment regimes using smooth Fisher consistent surrogate loss N Laha, A Sonabend-W, R Mukherjee, T Cai The Annals of Statistics 52 (2), 679-707, 2024 | 2 | 2024 |
| Scalable Gaussian process regression via median posterior inference for estimating multi-pollutant mixture health effects A Sonabend, J Zhang, J Schwartz, BA Coull, J Lu | 2 | 2023 |
| Semi-supervised off-policy reinforcement learning and value estimation for dynamic treatment regimes A Sonabend-W, N Laha, AN Ananthakrishnan, T Cai, R Mukherjee Journal of Machine Learning Research 24 (323), 1-86, 2023 | 2 | 2023 |
| Semi-Supervised Learning for Doubly Robust Offline Policy Evaluation A Sonabend-W, N Laha, R Mukherjee, T Cai Offline Reinforcement Learning Workshop, NeurIPS 2020, 2020 | 1 | 2020 |
| ENDOPLASMIC RETICULUM PROTEIN SSR3 DETERMINES AND PREDICTS RESPONSE TO PACLITAXEL IN BREAST CANCER AND GLIOBLASTOMA C Dmello, A Sonabend, V Arrieta, D Zhang, D Kanojia, L Chen, A Gould, ... NEURO-ONCOLOGY 23, 17-18, 2021 | | 2021 |
| Off Policy Reinforcement Learning for Real-World Settings AM Sonabend Worthalter | | 2021 |
