Neural natural language processing for unstructured data in electronic health records: a review I Li, J Pan, J Goldwasser, N Verma, WP Wong, MY Nuzumlalı, B Rosand, ... Computer Science Review 46, 100511, 2022 | 181 | 2022 |
Forest Fire Clustering for single-cell sequencing combines iterative label propagation with parallelized Monte Carlo simulations Z Chen, J Goldwasser, P Tuckman, J Liu, J Zhang, M Gerstein Nature communications 13 (1), 3538, 2022 | 10 | 2022 |
Ehrkit: A python natural language processing toolkit for electronic health record texts I Li, K You, Y Qiao, L Huang, CC Hsieh, B Rosand, J Goldwasser, ... arXiv preprint arXiv:2204.06604, 2022 | 9 | 2022 |
Ascle—a Python natural language processing toolkit for medical text generation: development and evaluation study R Yang, Q Zeng, K You, Y Qiao, L Huang, CC Hsieh, B Rosand, ... Journal of Medical Internet Research 26, e60601, 2024 | 5* | 2024 |
Stabilizing estimates of Shapley values with control variates J Goldwasser, G Hooker World Conference on Explainable Artificial Intelligence, 416-439, 2024 | 2 | 2024 |
Provably Stable Feature Rankings with SHAP and LIME J Goldwasser, G Hooker arXiv preprint arXiv:2401.15800, 2024 | 1 | 2024 |
Gaussian Rank Verification J Goldwasser, W Fithian, G Hooker arXiv preprint arXiv:2501.14142, 2025 | | 2025 |
Challenges in Estimating Time-Varying Epidemic Severity Rates from Aggregate Data J Goldwasser, A Hu, A Bilinski, DJ McDonald, R Tibshirani medRxiv, 2024.12. 27.24319518, 2024 | | 2024 |