日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

A clinically accessible small multimodal radiology model and evaluation metric for chest X-ray findings

一种临床上易于操作的小型多模态放射学模型和胸部X光片结果评估指标

Zambrano Chaves, Juan Manuel; Huang, Shih-Cheng; Xu, Yanbo; Xu, Hanwen; Usuyama, Naoto; Zhang, Sheng; Wang, Fei; Xie, Yujia; Khademi, Mahmoud; Yang, Ziyi; Awadalla, Hany; Gong, Julia; Hu, Houdong; Yang, Jianwei; Li, Chunyuan; Gao, Jianfeng; Gu, Yu; Wong, Cliff; Wei, Mu; Naumann, Tristan; Chen, Muhao; Lungren, Matthew P; Chaudhari, Akshay; Yeung-Levy, Serena; Langlotz, Curtis P; Wang, Sheng; Poon, Hoifung

A perspective for adapting generalist AI to specialized medical AI applications and their challenges

将通用人工智能应用于专业医疗人工智能应用的视角及其挑战

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

Pisces: A multi-modal data augmentation approach for drug combination synergy prediction

Pisces:一种用于药物组合协同作用预测的多模态数据增强方法

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

A Systematic Review and Implementation Guidelines of Multimodal Foundation Models in Medical Imaging

医学影像多模态基础模型的系统评价与实施指南

Huang, Shih-Cheng; Jensen, Malte; Yeung-Levy, Serena; Lungren, Matthew P; Poon, Hoifung; Chaudhari, Akshay S

Widespread Adoption of Precision Anticancer Therapies After Implementation of Pathologist-Directed Comprehensive Genomic Profiling Across a Large US Health System

美国大型医疗系统实施病理学家指导的全面基因组分析后,精准抗癌疗法得到广泛应用。

Dowdell, Alexa K; Meng, Ryan C; Vita, Ann; Bapat, Bela; Hanes, Douglas; Chang, Shu-Ching; Harold, Lauren; Wong, Cliff; Poon, Hoifung; Schroeder, Brock; Weerasinghe, Roshanthi; Leidner, Rom; Urba, Walter J; Bifulco, Carlo B; Piening, Brian D

A whole-slide foundation model for digital pathology from real-world data

基于真实世界数据的数字病理学全切片基础模型

Xu, Hanwen; Usuyama, Naoto; Bagga, Jaspreet; Zhang, Sheng; Rao, Rajesh; Naumann, Tristan; Wong, Cliff; Gero, Zelalem; González, Javier; Gu, Yu; Xu, Yanbo; Wei, Mu; Wang, Wenhui; Ma, Shuming; Wei, Furu; Yang, Jianwei; Li, Chunyuan; Gao, Jianfeng; Rosemon, Jaylen; Bower, Tucker; Lee, Soohee; Weerasinghe, Roshanthi; Wright, Bill J; Robicsek, Ari; Piening, Brian; Bifulco, Carlo; Wang, Sheng; Poon, Hoifung

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

微调用于生物医学自然语言处理的大型神经语言模型

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

Augmenting subnetwork inference with information extracted from the scientific literature

利用从科学文献中提取的信息增强子网络推断

Kiblawi, Sid; Chasman, Deborah; Henning, Amanda; Park, Eunju; Poon, Hoifung; Gould, Michael; Ahlquist, Paul; Craven, Mark

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

基于共同遗传和环境因素对常见人类疾病进行分类

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

Wide-Open: Accelerating public data release by automating detection of overdue datasets

Wide-Open:通过自动检测逾期数据集来加速公共数据发布

Grechkin, Maxim; Poon, Hoifung; Howe, Bill