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Luyang Luo

Harvard University

16H指数
59论文数
1.2K被引数
收录论文 22
发表时间
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An explainable biomedical foundation model via large-scale concept-enhanced vision–language pretraining通过大规模概念增强视觉-语言预训练实现的可解释生物医学基础模型
errNature Biomedical Engineering
IF26.6
err2026-08-17
err0
PREAI
errYuxiang Nie; Sunan He; Yequan Bie; Yihui Wang; Zhixuan Chen; Shu Yang; Zhiyuan Cai; Linshan Wu; Hongmei Wang; Xi Wang; Ngai Shing Cheng; Luyang Luo; Mingxiang Wu; Haibo Jin; Xian Wu; Ronald Cheong Kin Chan; Yuk Ming Lau; Zhengyu Zhang; Sushan Xiao; Can Yang; Yinghua Zhao; Xiaohui Duan; Li Zhang; Li Liang; Yefeng Zheng; Pranav Rajpurkar; Hao Chen
err分享
err收藏
Toward a test of medical AI superintelligence走向医学AI超级智能的测试
errNature Medicine
IF50
err2026-07-27
err0
PREAI
errEthan Goh; David Wu; Chase Walton; Liam G. McCoy; Anastasia Perez; Laura Wegner; Fateme Nateghi Haredasht; Luyang Luo; Kathleen Lacar; Thomas Buckley; Austin Schoeffler; Peter Brodeur; Kameron C. Black; John Havlik; Yun Liu; Po-Hsuan Cameron Chen; Mike Schaekermann; John Rumsfeld; Daniel Lopez-Martinez; Paxton Maeder-York; Karan Singhal; David Gunning; Bon Ku; Haider Warraich; Shantanu Nundy; Vishnu Ravi; Arnold Milstein; Jason Hom; Kevin Schulman; Pranav Rajpurkar; Arjun K. Manrai; Robert Wachter; Eric Topol; Eric Horvitz; Adam Rodman; Jonathan H. Chen
err分享
err收藏
A universal foundation model for grounded biomedical image interpretation一种用于基于证据的生物医学图像解释的通用基础模型
errNature Communications
IF15.7
err2026-06-04
err0
errOAAI
errLinshan Wu; Yuxiang Nie; Sunan He; Jiaxin Zhuang; Luyang Luo; Tao Li; Zhuoyao Xie; Dexuan Chen; Yinghua Zhao; Neeraj Mahboobani; Varut Vardhanabhuti; Ronald Cheong Kin Chan; Yifan Peng; Pranav Rajpurkar; Hao Chen
err分享
err收藏
Towards generalizable AI in medicine via Generalist–Specialist Collaboration通过通才与专家合作实现医学领域的通用AI
errNature Biomedical Engineering
IF26.6
err2026-05-01
err0
PREAI
errSunan He; Yuxiang Nie; Hongmei Wang; Shu Yang; Yihui Wang; Zhiyuan Cai; Zhixuan Chen; Yingxue Xu; Linshan Wu; Ngai Shing Cheng; Luyang Luo; Huiling Xiang; Xi Lin; Mingxiang Wu; Yifan Peng; George Shih; Ziyang Xu; Xian Wu; Qiong Wang; Ronald Cheong Kin Chan; Varut Vardhanabhuti; Xiaohui Duan; Winnie Chiu Wing Chu; Yefeng Zheng; Pranav Rajpurkar; Kang Zhang; Hao Chen
err分享
err收藏
Learning with Less Supervision: A Survey of Label-Efficient Learning for Medical Image Analysis低监督学习：医疗图像分析中标签高效学习的研究综述
errMedical Image Analysis
IF11.8
err2026-04-02
err0
PREAI
errCheng Jin; Zhengrui Guo; Yi Lin; Luyang Luo; Hao Chen
err分享
err收藏
Large-scale generative tumor synthesis in computed tomography images for improving tumor recognition大规模生成肿瘤合成在计算机断层扫描图像中以提高肿瘤识别
errNature Communications
IF15.7
err2025-12-11
err0
errOAAI
errLinshan Wu; Jiaxin Zhuang; Yanning Zhou; Sunan He; Jiabo Ma; Luyang Luo; Xi Wang; Xuefeng Ni; Xiaoling Zhong; Mingxiang Wu; Yinghua Zhao; Xiaohui Duan; Varut Vardhanabhuti; Pranav Rajpurkar; Hao Chen
err分享
err收藏
SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition
errIEEE Transactions on Medical Imaging
IF9.8
err2025-10-01
err0
PREAI
errShu Yang; Zhiyuan Cai; Luyang Luo; Ning Ma; Shuchang Xu; Hao Chen
err分享
err收藏
Mitigating medical dataset bias by learning adaptive agreement from a biased council通过学习适应性一致性来缓解医学数据集偏差，该方法源于一个有偏见的委员会。
errMedical Image Analysis
IF11.8
err2025-05-28
err0
PREAI
errLuyang Luo; Xin Huang; Minghao Wang; Zhuoyue Wan; Wanteng Ma; Hao Chen
err分享
err收藏
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoders通过全局-局部掩码自编码器推进体素医学图像分割
errIEEE Transactions on Medical Imaging
IF9.8
err2025-05-14
err0
PREAI
errJiaxin Zhuang; Luyang Luo; Qiong Wang; Mingxiang Wu; Lin Luo; Hao Chen
err分享
err收藏
Guest Editorial: Trustworthy Machine Learning for Health Informatics客座社论: 健康信息学值得信赖的机器学习
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-11-01
err0
PREAI
errLuo, Luyang; Xu, Daguang; Qin, Jing; Jin, Yueming; Chen, Hao
err分享
err收藏
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher重新思考整个幻灯片图像分类的多实例学习: 袋级分类器是一个很好的实例级老师
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-11-01
err0
errOAAI
errWang, Hongyi; Luo, Luyang; Wang, Fang; Tong, Ruofeng; Chen, Yen-Wei; Hu, Hongjie; Lin, Lanfen; Chen, Hao
err分享
err收藏
Deep learning-based image quality assessment for optical coherence tomography macular scans: a multicentre study
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2024-07-20
err2
PREAI
errTang, Ziqi; Wang, Xi; Ran, An Ran; Yang, Dawei; Ling, Anni; Yam, Jason C.; Zhang, Xiujuan; Szeto, Simon K. H.; Chan, Jason; Wong, Cherie Y. K.; Hui, Vivian W. K.; Chan, Carmen K. M.; Wong, Tien Yin; Cheng, Ching-Yu; Sabanayagam, Charumathi; Tham, Yih Chung; Liew, Gerald; Anantharaman, Giridhar; Raman, Rajiv; Cai, Yu; Che, Haoxuan; Luo, Luyang; Liu, Quande; Wong, Yiu Lun; Ngai, Amanda K. Y.; Yuen, Vincent L.; Kei, Nelson; Lai, Timothy Y. Y.; Chen, Hao; Tham, Clement C.; Heng, Pheng-Ann; Cheung, Carol Y.
err分享
err收藏
Deep Omni-Supervised Learning for Rib Fracture Detection From Chest Radiology Images
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-05-01
err2
errOAAI
errChai, Zhizhong; Luo, Luyang; Lin, Huangjing; Heng, Pheng-Ann; Chen, Hao
err分享
err收藏
Development and validation of an interpretable model integrating multimodal information for improving ovarian cancer diagnosis
errNATURE COMMUNICATIONS
IF15.7
err2024-03-27
err8
errOAAI
errXiang, Huiling; Xiao, Yongjie; Li, Fang; Li, Chunyan; Liu, Lixian; Deng, Tingting; Yan, Cuiju; Zhou, Fengtao; Wang, Xi; Ou, Jinjing; Lin, Qingguang; Hong, Ruixia; Huang, Lishu; Luo, Luyang; Lin, Huangjing; Lin, Xi; Chen, Hao
err分享
err收藏
Scale-Aware Super-Resolution Network With Dual Affinity Learning for Lesion Segmentation From Medical Images
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errLuo, Luyang; Li, Yanwen; Chai, Zhizhong; Lin, Huangjing; Heng, Pheng-Ann; Chen, Hao
err分享
err收藏
Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-05-01
err22
PREAI
errZhang, Yuhan; Luo, Luyang; Dou, Qi; Heng, Pheng-Ann
err分享
err收藏
UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2020-12-01
err50
PREAI
errWang, Xi; Tang, Fangyao; Chen, Hao; Luo, Luyang; Tang, Ziqi; Ran, An-Ran; Cheung, Carol Y.; Heng, Pheng-Ann
err分享
err收藏
Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model基于关系驱动自集成模型的半监督医学图像分类
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2020-11-01
err190
errOAAI
errLiu, Quande; Yu, Lequan; Luo, Luyang; Dou, Qi; Heng, Pheng Ann
err分享
err收藏
Deep Mining External Imperfect Data for Chest X-Ray Disease Screening
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2020-11-01
err59
errOAAI
errLuo, Luyang; Yu, Lequan; Chen, Hao; Liu, Quande; Wang, Xi; Xu, Jiaqi; Heng, Pheng-Ann
err分享
err收藏
Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning基于半监督联合结构和功能多任务学习的多中心青光眼OCT图像筛查
errMEDICAL IMAGE ANALYSIS
IF11.8
err2020-07-01
err58
PREAI
errWang, Xi; Chen, Hao; Ran, An-Ran; Luo, Luyang; Chan, Poemen P.; Tham, Clement C.; Chang, Robert T.; Mannil, Suria S.; Cheung, Carol Y.; Heng, Pheng-Ann
err分享
err收藏

研究方向

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合作学者
合作期刊
T
Tien Yin Wong
H 指数: 208 · 论文数: 3.1K
E
Eric J. Topol
H 指数: 202 · 论文数: 1.7K
P
Pheng‐Ann Heng
H 指数: 108 · 论文数: 1.0K
E
Eric Horvitz
H 指数: 95 · 论文数: 681
K
Kevin A. Schulman
H 指数: 84 · 论文数: 627
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