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S

Su‐In Lee

University of Washington

42H指数
167论文数
2.5W被引数
收录论文 38
发表时间
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Probabilistic modelling of single-cell bisulfite sequencing data with MethylVI基于MethylVI的单细胞亚硫酸氢盐测序数据概率建模
errNature Machine Intelligence
IF23.9
err2026-04-28
err0
PREAI
errEthan Weinberger; Wei Qiu; Wei Tian; Qiurui Zeng; Can Ergen; Ori Kronfeld; Martin Kim; Nir Yosef; Joseph R. Ecker; Su-In Lee
err分享
err收藏
Transparency of medical artificial intelligence systemsKim, C.; Gadgil, S.U.; Lee, S.I. 医疗人工智能系统的透明度。Nat. Rev. Bioeng. 2025, 17, 1–19. [Google Scholar] [CrossRef]
errNATURE REVIEWS BIOENGINEERING
IF0
err2025-09-01
err1
PREAI
errKim, Chanwoo; Gadgil, Soham U.; Lee, Su-In
err分享
err收藏
Deep profiling of gene expression across 18 human cancers
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2024-12-17
err1
PREAI
errQiu, Wei; Dincer, Ayse B.; Janizek, Joseph D.; Celik, Safiye; Pittet, Mikael J.; Naxerova, Kamila; Lee, Su-In
err分享
err收藏
Transparent medical image AI via an image-text foundation model grounded in medical literature
errNATURE MEDICINE
IF50
err2024-04-16
err5
PREAI
errKim, Chanwoo; Gadgil, Soham U.; Degrave, Alex J.; Omiye, Jesutofunmi A.; Cai, Zhuo Ran; Daneshjou, Roxana; Lee, Su-In
err分享
err收藏
Auditing the inference processes of medical-image classifiers by leveraging generative AI and the expertise of physicians通过利用生成式AI和医生的专业知识来审核医学图像分类器的推理过程
errLANCET
IF88.5
err2023-12-28
err9
errOAAI
errDeGrave, Alex J.; Cai, Zhuo Ran; Janizek, Joseph D.; Daneshjou, Roxana; Lee, Su-In
err分享
err收藏
ExplaiNAble BioLogical Age (ENABL Age): an artificial intelligence framework for interpretable biological age
errLANCET HEALTHY LONGEVITY
IF14.6
err2023-12-01
err14
errOAAI
errQiu, Wei; Chen, Hugh; Kaeberlein, Matt; Lee, Su-In
err分享
err收藏
Isolating salient variations of interest in single-cell data with contrastiveVI
errNATURE METHODS
IF32.1
err2023-08-07
err3
PREAI
errWeinberger, Ethan; Lin, Chris; Lee, Su-In
err分享
err收藏
Algorithms to estimate Shapley value feature attributions估计Shapley值特征属性的算法
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-05-22
err89
errOAAI
errChen, Hugh; Covert, Ian C.; Lundberg, Scott M.; Lee, Su-In
err分享
err收藏
Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2023-05-01
err15
PREAI
errJanizek, Joseph D.; Dincer, Ayse B.; Celik, Safiye; Chen, Hugh; Chen, William; Naxerova, Kamila; Lee, Su-In
err分享
err收藏
PAUSE: principled feature attribution for unsupervised gene expression analysis
errGENOME BIOLOGY
IF9.4
err2023-04-19
err8
errOAAI
errJanizek, Joseph D.; Spiro, Anna; Celik, Safiye; Blue, Ben W.; Russell, John C.; Lee, Ting-, I; Kaeberlin, Matt; Lee, Su-In
err分享
err收藏
Predictive and robust gene selection for spatial transcriptomics
errNATURE COMMUNICATIONS
IF15.7
err2023-04-12
err8
errOAAI
errCovert, Ian; Gala, Rohan; Wang, Tim; Svoboda, Karel; Sumbul, Uygar; Lee, Su-In
err分享
err收藏
Interpretable machine learning prediction of all-cause mortality
errCOMMUNICATIONS MEDICINE
IF6.3
err2022-10-03
err46
errOAAI
errQiu, Wei; Chen, Hugh; Dincer, Ayse Berceste; Lundberg, Scott; Kaeberlein, Matt; Lee, Su-In
err分享
err收藏
Explaining a series of models by propagating Shapley values
errNATURE COMMUNICATIONS
IF15.7
err2022-08-03
err61
errOAAI
errChen, Hugh; Lundberg, Scott M.; Lee, Su-In
err分享
err收藏
An automatic integrative method for learning interpretable communities of biological pathways
errgenomics proteomics bioinformatics
IF2.8
err2022-06-24
err1
errOAAI
errBeebe-Wang, Nicasia; Dincer, Ayse B.; Lee, Su-In
err分享
err收藏
A cost-aware framework for the development of AI models for healthcare applications
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2022-04-07
err10
errOAAI
errErion, Gabriel; Janizek, Joseph D.; Hudelson, Carly; Utarnachitt, Richard B.; McCoy, Andrew M.; Sayre, Michael R.; White, Nathan J.; Lee, Su-In
err分享
err收藏
Course Corrections for Clinical AI临床AI的课程校正
errKIDNEY360
IF3
err2021-12-30
err0
errOAAI
errDeGrave, Alex J.; Janizek, Joseph D.; Lee, Su-In
err分享
err收藏
Forecasting adverse surgical events using self-supervised transfer learning for physiological signals
errNPJ DIGITAL MEDICINE
IF15.1
err2021-12-08
err29
errOAAI
errChen, Hugh; Lundberg, Scott M.; Erion, Gabriel; Kim, Jerry H.; Lee, Su-In
err分享
err收藏
Automated Detection of Glaucoma With Interpretable Machine Learning Using Clinical Data and Multimodal Retinal Images
errAMERICAN JOURNAL OF OPHTHALMOLOGY
IF4.2
err2021-11-01
err49
errOAAI
errMetha, Parmita; Peterson, Christine A.; Wen, Joanne C.; Banitt, Michael R.; Chen, Philip P.; Bojikian, Karine D.; Egan, Catherine; Lee, Su-in; Balazinska, Magdalena; Lee, Aaron Y.; Rokem, Ariel
err分享
err收藏
Unified AI framework to uncover deep interrelationships between gene expression and Alzheimer's disease neuropathologies
errNATURE COMMUNICATIONS
IF15.7
err2021-09-10
err15
errOAAI
errBeebe-Wang, Nicasia; Celik, Safiye; Weinberger, Ethan; Sturmfels, Pascal; De Jager, Philip L.; Mostafavi, Sara; Lee, Su-In
err分享
err收藏
Reproducibility standards for machine learning in the life sciences
errNATURE METHODS
IF32.1
err2021-08-30
err102
errOAAI
errHeil, Benjamin J.; Hoffman, Michael M.; Markowetz, Florian; Lee, Su-In; Greene, Casey S.; Hicks, Stephanie C.
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
G
George M. Church
H 指数: 190 · 论文数: 1.3K
D
David Haussler
H 指数: 175 · 论文数: 720
J
Joseph R. Ecker
H 指数: 168 · 论文数: 536
S
Steve Horvath
H 指数: 150 · 论文数: 941
P
Philip L. De Jager
H 指数: 147 · 论文数: 1.1K
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