| Humanity's Last Exam L Phan, A Gatti, Z Han, N Li, J Hu, H Zhang, S Shi, M Choi, A Agrawal, ... arXiv preprint arXiv:2501.14249, 2025 | 305 | 2025 |
| CheXagent: A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation Z Chen, M Varma, J Xu, M Paschali, D Van Veen, A Johnston, A Youssef, ... arXiv preprint arXiv:2401.12208, 2024 | 216* | 2024 |
| GREEN: Generative Radiology Report Evaluation and Error Notation S Ostmeier, J Xu, Z Chen, M Varma, L Blankemeier, C Bluethgen, ... 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP …, 2024 | 96 | 2024 |
| Overview of the First Shared Task on Clinical Text Generation: RRG24 and "Discharge Me!" J Xu, Z Chen, A Johnston, L Blankemeier, M Varma, J Hom, WJ Collins, ... 23rd Workshop on Biomedical Natural Language Processing, BioNLP @ ACL 2024 …, 2024 | 29* | 2024 |
| CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback D Hein, Z Chen, S Ostmeier, J Xu, M Varma, EP Reis, AE Michalson, ... 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025, 2025 | 11* | 2025 |
| ACES: Automatic Cohort Extraction System for Event-Stream Datasets J Xu, J Gallifant, AEW Johnson, M McDermott The Thirteenth International Conference on Learning Representations, ICLR 2025, 2025 | 8 | 2025 |
| Meds: Building models and tools in a reproducible health ai ecosystem MBA McDermott, J Xu, TS Bergamaschi, H Jeong, SA Lee, N Oufattole, ... Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and …, 2025 | 7 | 2025 |
| Automated Structured Radiology Report Generation JB Delbrouck, J Xu, J Moll, A Thomas, Z Chen, S Ostmeier, A Azhar, KZ Li, ... 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025, 2025 | 7 | 2025 |
| MEDS Decentralized, Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health A Kolo, C Pang, E Choi, E Steinberg, H Jeong, J Gallifant, JA Fries, ... Machine Learning for Health Symposium, ML4H @ NeurIPS 2024 Demo Track, 2024 | 5 | 2024 |
| RadEval: A framework for radiology text evaluation J Xu, X Zhang, J Abderezaei, J Bauml, R Boodoo, F Haghighi, ... 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP …, 2025 | 4 | 2025 |
| AnnoDash, a clinical terminology annotation dashboard J Xu, M Mazwi, AEW Johnson Journal of the American Medical Informatics Association, JAMIA Open 6 (3 …, 2023 | 3 | 2023 |
| A Corpus of Biology Analogy Questions as a Challenge for Explainable AI VK Chaudhri, J Xu, HL Aung, S Weerawardhena Bridging Human Intelligence and Artificial Intelligence, 327-337, 2022 | 3 | 2022 |
| Improving the Performance of Radiology Report De-identification with Large-Scale Training and Benchmarking Against Cloud Vendor Methods E Prakash, M Attias, P Chambon, J Xu, S Truong, JB Delbrouck, T Cook, ... arXiv preprint arXiv:2511.04079, 2025 | | 2025 |
| Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning J Xu, Y Li, Z Zhang, AYH Luk, M Jobanputra, S Oza, A Murray, MR Kasula, ... 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP …, 2025 | | 2025 |
| Scaling laws for activation steering with Llama 2 models and refusal mechanisms SAR Ali, J Xu, I Yang, JX Li, A Arslan, C Benham arXiv preprint arXiv:2507.11771, 2025 | | 2025 |
| Radiomics and Residual Neural Networks for Pretherapeutic MRI Differentiation of BRAF Status in Pediatric Low-Grade Gliomas J Xu University of Toronto, 2022 | | 2022 |
Maya VarmaStanford UniversityVerified email at stanford.edu
