Tristan Naumann - Publications, H-index & Citations

Tristan Naumann

health & life sciences

30H指数

97论文数

8.4K被引数

收录论文 12

发表时间

Evaluating the robustness and readiness of large frontier models in health AI applications 评估大型前沿模型在健康AI应用中的鲁棒性和准备情况

Nature Medicine

IF50

2026-06-26

PREAI

Yu Gu; Jingjing Fu; Xiaodong Liu; Jeya Maria Jose Valanarasu; Noel C. F. Codella; Reuben Tan; Qianchu Liu; Ying Jin; Sheng Zhang; Jinyu Wang; Rui Wang; Lei Song; Guanghui Qin; Naoto Usuyama; Cliff Wong; Hao Cheng; HoHin Lee; Praneeth Sanapathi; Sarah Hilado; Tristan Naumann; Javier Alvarez-Valle; Jiang Bian; Mu Wei; Khalil Malik; Lidong Zhou; Jianfeng Gao; Eric Horvitz; Matthew P. Lungren; Doug Burger; Eric Topol; Hoifung Poon; Paul Vozila

Multimodal AI generates virtual population for tumor microenvironment modeling 多模态AI为肿瘤微环境建模生成虚拟人群

Cell

IF42.5

2025-12-09

OAAI

Jeya Maria Jose Valanarasu; Hanwen Xu; Naoto Usuyama; Chanwoo Kim; Cliff Wong; Peniel Argaw; Racheli Ben Shimol; Angela Crabtree; Kevin Matlock; Alexandra Q. Bartlett; Jaspreet Bagga; Yu Gu; Sheng Zhang; Tristan Naumann; Bernard A. Fox; Bill Wright; Ari Robicsek; Brian Piening; Carlo Bifulco; Sheng Wang

Towards responsible artificial intelligence in healthcare-getting real about real-world data and evidence 迈向医疗健康领域的负责任人工智能：正视现实世界数据与证据

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

IF4.6

2025-09-01

OAAI

Koski, Eileen; Das, Amar; Hsueh, Pei-Yun Sabrina; Solomonides, Anthony; Joseph, Amanda L.; Srivastava, Gyana; Johnson, Carl Erwin; Kannry, Joseph; Oladimeji, Bilikis; Price, Amy; Labkoff, Steven; Bharathy, Gnana; Lin, Baihan; Fridsma, Douglas; Fleisher, Lee A.; Lopez-Gonzalez, Monica; Singh, Reva; Weiner, Mark G.; Stolper, Robert; Baris, Russell; Sincavage, Suzanne; Naumann, Tristan; Williams, Tayler; Bui, Tien Thi Thuy; Quintana, Yuri

A foundation model for joint segmentation, detection and recognition of biomedical objects across nine modalities

NATURE METHODS

IF32.1

2024-11-18

PREAI

Zhao, Theodore; Gu, Yu; Yang, Jianwei; Usuyama, Naoto; Lee, Ho Hin; Kiblawi, Sid; Naumann, Tristan; Gao, Jianfeng; Crabtree, Angela; Abel, Jacob; Moung-Wen, Christine; Piening, Brian; Bifulco, Carlo; Wei, Mu; Poon, Hoifung; Wang, Sheng

Compositional Zero-Shot Domain Transfer with Text-to-Text Models

TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS

IF6.9

2023-09-01

OAAI

Liu, Fangyu; Liu, Qianchu; Bannur, Shruthi; Perez-Garcia, Fernando; Usuyama, Naoto; Zhang, Sheng; Naumann, Tristan; Nori, Aditya; Poon, Hoifung; Alvarez-Valle, Javier; Oktay, Ozan; Hyland, Stephanie L.

Fine-tuning large neural language models for biomedical natural language processing

PATTERNS

IF7.4

2023-04-01

OAAI

Tinn, Robert; Cheng, Hao; Gu, Yu; Usuyama, Naoto; Liu, Xiaodong; Naumann, Tristan; Gao, Jianfeng; Poon, Hoifung

Toward structuring real-world data: Deep learning for extracting oncology information from clinical text with patient-level supervision

PATTERNS

IF7.4

2023-04-01

OAAI

Preston, Sam; Wei, Mu; Rao, Rajesh; Tinn, Robert; Usuyama, Naoto; Lucas, Michael; Gu, Yu; Weerasinghe, Roshanthi; Lee, Soohee; Piening, Brian; Tittel, Paul; Valluri, Naveen; Naumann, Tristan; Bifulco, Carlo; Poon, Hoifung

Practical guidance on artificial intelligence for health-care data

LANCET DIGITAL HEALTH

IF24.1

2019-08-01

OAAI

Ghassemi, Marzyeh; Naumann, Tristan; Schulam, Peter; Beam, Andrew L.; Chen, Irene Y.; Ranganath, Rajesh

Natural Language Processing for EHR-Based Computational Phenotyping

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2019-01-01

118

OAAI

Zeng, Zexian; Deng, Yu; Li, Xiaoyu; Naumann, Tristan; Luo, Yuan

Predicting early psychiatric readmission with natural language processing of narrative discharge summaries

TRANSLATIONAL PSYCHIATRY

IF6.2

2016-10-18

126

OAAI

Rumshisky, A.; Ghassemi, M.; Naumann, T.; Szolovits, P.; Castro, V. M.; Mccoy, T. H.; Perlis, R. H.

Datathons and Software to Promote Reproducible Research

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2016-08-24

OAAI

Celi, Leo Anthony; Lokhandwala, Sharukh; Montgomery, Robert; Moses, Christopher; Naumann, Tristan; Pollard, Tom; Spitz, Daniel; Stretch, Robert

A datathon model to support cross-disciplinary collaboration

SCIENCE TRANSLATIONAL MEDICINE

IF14.6

2016-04-06

OAAI

Aboab, Jerome; Celi, Leo Anthony; Charlton, Peter; Feng, Mengling; Ghassemi, Mohammad; Marshall, Dominic C.; Mayaud, Louis; Naumann, Tristan; McCague, Ned; Paik, Kenneth E.; Pollard, Tom J.; Resche-Rigon, Matthieu; Salciccioli, Justin D.; Stone, David J.

研究方向