Hugh Chen - Publications, H-index & Citations

Hugh Chen

University of Washington

13H指数

26论文数

9.5K被引数

收录论文 7

发表时间

ExplaiNAble BioLogical Age (ENABL Age): an artificial intelligence framework for interpretable biological age

LANCET HEALTHY LONGEVITY

IF14.6

2023-12-01

OAAI

Qiu, Wei; Chen, Hugh; Kaeberlein, Matt; Lee, Su-In

Algorithms to estimate Shapley value feature attributions 估计Shapley值特征属性的算法

NATURE MACHINE INTELLIGENCE

IF23.9

2023-05-22

OAAI

Chen, Hugh; Covert, Ian C.; Lundberg, Scott M.; Lee, Su-In

Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models

NATURE BIOMEDICAL ENGINEERING

IF26.6

2023-05-01

PREAI

Janizek, Joseph D.; Dincer, Ayse B.; Celik, Safiye; Chen, Hugh; Chen, William; Naxerova, Kamila; Lee, Su-In

Interpretable machine learning prediction of all-cause mortality

COMMUNICATIONS MEDICINE

IF6.3

2022-10-03

OAAI

Qiu, Wei; Chen, Hugh; Dincer, Ayse Berceste; Lundberg, Scott; Kaeberlein, Matt; Lee, Su-In

Explaining a series of models by propagating Shapley values

NATURE COMMUNICATIONS

IF15.7

2022-08-03

OAAI

Chen, Hugh; Lundberg, Scott M.; Lee, Su-In

Forecasting adverse surgical events using self-supervised transfer learning for physiological signals

NPJ DIGITAL MEDICINE

IF15.1

2021-12-08

OAAI

Chen, Hugh; Lundberg, Scott M.; Erion, Gabriel; Kim, Jerry H.; Lee, Su-In

From local explanations to global understanding with explainable AI for trees 用可解释的人工智能从局部解释到全局理解

NATURE MACHINE INTELLIGENCE

IF23.9

2020-01-17

3.3K

OAAI

Lundberg, Scott M.; Erion, Gabriel; Chen, Hugh; DeGrave, Alex; Prutkin, Jordan M.; Nair, Bala; Katz, Ronit; Himmelfarb, Jonathan; Bansal, Nisha; Lee, Su-In

研究方向