| A decision algorithm to promote outpatient antimicrobial stewardship for uncomplicated urinary tract infection S Kanjilal, M Oberst, S Boominathan, H Zhou, DC Hooper, D Sontag Science translational medicine 12 (568), eaay5067, 2020 | 125 | 2020 |
| Enhanced twitter sentiment classification using contextual information S Vosoughi, H Zhou, D Roy Proceedings of the 6th workshop on computational approaches to subjectivity …, 2015 | 67 | 2015 |
| Digital stylometry: Linking profiles across social networks S Vosoughi, H Zhou, D Roy International Conference on Social Informatics, 164-177, 2015 | 38 | 2015 |
| Learning to Route LLMs with Confidence Tokens YN Chuang, PK Sarma, P Gopalan, J Boccio, S Bolouki, X Hu, H Zhou International Conference on Machine Learning (ICML), 2025 | 29* | 2025 |
| Domain Adaptation under Missingness Shift H Zhou, S Balakrishnan, Z Lipton International Conference on Artificial Intelligence and Statistics, 9577-9606, 2023 | 19 | 2023 |
| Evaluating Model Performance in Medical Datasets Over Time H Zhou, Y Chen, Z Lipton Conference on Health, Inference, and Learning, 498-508, 2023 | 16* | 2023 |
| Treatment policy learning in multiobjective settings with fully observed outcomes S Boominathan, M Oberst, H Zhou, S Kanjilal, D Sontag Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 16 | 2020 |
| AMR-UTI: Antimicrobial resistance in urinary tract infections M Oberst, S Boominathan, H Zhou, S Kanjilal, D Sontag (No Title), 2020 | 9 | 2020 |
| Predicting severe complications from Cytoreductive surgery with Hyperthermic intraperitoneal chemotherapy: a data-driven, machine learning approach to augment clinical judgment MA Adam, H Zhou, J Byrd, AL Greenberg, YM Kelly, L Hall, HL Jones, ... Annals of Surgical Oncology 30 (9), 5433-5442, 2023 | 8 | 2023 |
| Business metric-aware forecasting for inventory management H Zhou, SO Arik, J Wang arXiv preprint arXiv:2308.13118, 2023 | 8 | 2023 |
| Mortality Risk Score for Critically Ill Patients with Viral or Unspecified Pneumonia: Assisting Clinicians with COVID-19 ECMO Planning H Zhou, C Cheng, ZC Lipton, GH Chen, JC Weiss Artificial Intelligence in Medicine: 18th International Conference on …, 2020 | 8* | 2020 |
| Unpacking the drop in COVID-19 case fatality rates: a study of national and Florida line-level data C Cheng, H Zhou, JC Weiss, ZC Lipton AMIA Annual Symposium Proceedings 2021, 285, 2022 | 7 | 2022 |
| Recent advances, applications, and open challenges in machine learning for health: Reflections from research roundtables at ml4h 2023 symposium H Jeong, S Jabbour, Y Yang, R Thapta, H Mozannar, WJ Han, ... arXiv preprint arXiv:2403.01628, 2024 | 5 | 2024 |
| Timing as an action: Learning when to observe and act H Zhou, A Huang, K Azizzadenesheli, D Childers, Z Lipton International Conference on Artificial Intelligence and Statistics, 3979-3987, 2024 | 4 | 2024 |
| Enhanced Twitter sentiment classification using contextual information S Vosoughi, H Zhou Proceedings of the 6th Workshop on Computational Approaches to Subjectivity …, 0 | 4 | |
| MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains Y Chen, H Zhou, ZC Lipton Machine Learning for Health (ML4H) Symposium Findings, 2023 | 3 | 2023 |
| Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19 H Zhou, C Cheng, K Shields, G Kochhar, T Cheema, Z Lipton, J Weiss AMIA Annual Symposium Proceedings 2022, 2023 | 3 | 2023 |
| Do You See What I See? A Comparison of Radiologist Eye Gaze to Computer Vision Saliency Maps for Chest X-ray Classification J Kim, H Zhou, Z Lipton ICML Interpretable Machine Learning for Health Workshop 2021, 0 | 3* | |
| Machine learning for health (ml4h) 2023 S Hegselmann, A Parziale, D Shanmugam, S Tang, K Severson, ... Machine Learning for Health (ML4H), 1-12, 2023 | 2 | 2023 |
| Post-nonlinear causal model with deep neural networks Y Chung, J Kim, T Yan, H Zhou | 2 | 2019 |
Zachary C. LiptonRaj Reddy Associate Professor of Machine Learning @ Carnegie Mellon; Cofounder & CTO @ AbridgeVerified email at cmu.edu
