Hoifung Poon - Publications, H-index & Citations

Hoifung Poon

health & life sciences

40H指数

158论文数

1.1W被引数

收录论文 13

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

A perspective for adapting generalist AI to specialized medical AI applications and their challenges 一种将通用人工智能适应于专业化医疗人工智能应用的视角及其挑战

npj Digital Medicine

IF15.1

2025-07-11

OAAI

Zifeng Wang; Hanyin Wang; Benjamin Danek; Ying Li; Christina Mack; Luk Arbuckle; Devyani Biswal; Hoifung Poon; Yajuan Wang; Pranav Rajpurkar; Cao Xiao; Jimeng Sun

Pisces: A multi-modal data augmentation approach for drug combination synergy prediction 鱼类：一种多模态数据增强方法用于药物组合协同作用预测

Cell Genomics

IF9

2025-06-03

OAAI

Hanwen Xu; Jiacheng Lin; Addie Woicik; Zixuan Liu; Jianzhu Ma; Sheng Zhang; Hoifung Poon; Liewei Wang; Sheng Wang

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

Multilingual translation for zero-shot biomedical classification using BioTranslator

NATURE COMMUNICATIONS

IF15.7

2023-02-10

OAAI

Xu, Hanwen; Woicik, Addie; Poon, Hoifung; Altman, Russ B.; Wang, Sheng

BioGPT: generative pre-trained transformer for biomedical text generation and mining BioGPT: 用于生物医学文本生成和挖掘的生成预训练转换器

BRIEFINGS IN BIOINFORMATICS

IF7.7

2022-09-24

259

OAAI

Luo, Renqian; Sun, Liai; Xia, Yingce; Qin, Tao; Zhang, Sheng; Poon, Hoifung; Liu, Tie-Yan

Classification of common human diseases derived from shared genetic and environmental determinants

NATURE GENETICS

IF31.8

2017-08-07

169

OAAI

Wang, Kanix; Gaitsch, Hallie; Poon, Hoifung; Cox, Nancy J.; Rzhetsky, Andrey

Molecularly targeted drug combinations demonstrate selective effectiveness for myeloid- and lymphoidderived hematologic malignancies

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2017-08-07

OAAI

Kurtz, Stephen E.; Eide, Christopher A.; Kaempf, Andy; Khanna, Vishesh; Savage, Samantha L.; Rofelty, Angela; English, Isabel; Ho, Hibery; Pandya, Ravi; Bolosky, William J.; Poon, Hoifung; Deininger, Michael W.; Collins, Robert; Swords, Ronan T.; Watts, Justin; Pollyea, Daniel A.; Medeiros, Bruno C.; Traer, Elie; Tognon, Cristina E.; Mori, Motomi; Druker, Brian J.; Tyner, Jeffrey W.

An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data (vol 3, pg 1099, 2013)

SCIENTIFIC REPORTS

IF3.9

2013-02-18

OAAI

Lippert, Christoph; Listgarten, Jennifer; Davidson, Robert I.; Baxter, Jeff; Poon, Hoifung; Kadie, Carl M.; Heckerman, David

An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data

SCIENTIFIC REPORTS

IF3.9

2013-01-22

OAAI

Lippert, Christoph; Listgarten, Jennifer; Davidson, Robert I.; Baxter, Scott; Poong, Hoifung; Kadie, Carl M.; Heckerman, David

研究方向