Scott Lundberg - Publications, H-index & Citations

Scott Lundberg

University of California System

29H指数

91论文数

2.3W被引数

收录论文 12

发表时间

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

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

Improving performance of deep learning models with axiomatic attribution priors and expected gradients

NATURE MACHINE INTELLIGENCE

IF23.9

2021-05-31

130

OAAI

Erion, Gabriel; Janizek, Joseph D.; Sturmfels, Pascal; Lundberg, Scott M.; 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

AIControl: replacing matched control experiments with machine learning improves ChIP-seq peak identification

NUCLEIC ACIDS RESEARCH

IF13.1

2019-03-14

OAAI

Hiranuma, Naozumi; Lundberg, Scott M.; Lee, Su-In

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

NATURE BIOMEDICAL ENGINEERING

IF26.6

2018-10-10

1.1K

OAAI

Lundberg, Scott M.; Nair, Bala; Vavilala, Monica S.; Horibe, Mayumi; Eisses, Michael J.; Adams, Trevor; Liston, David E.; Low, Daniel King-Wai; Newman, Shu-Fang; Kim, Jerry; Lee, Su-In

A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia

NATURE COMMUNICATIONS

IF15.7

2018-01-03

176

OAAI

Lee, Su-In; Celik, Safiye; Logsdon, Benjamin A.; Lundberg, Scott M.; Martins, Timothy J.; Oehler, Vivian G.; Estey, Elihu H.; Miller, Chris P.; Chien, Sylvia; Dai, Jin; Saxena, Akanksha; Blau, C. Anthony; Becker, Pamela S.

ChromNet: Learning the human chromatin network from all ENCODE ChIP-seq data

GENOME BIOLOGY

IF9.4

2016-04-30

OAAI

Lundberg, Scott M.; Tu, William B.; Raught, Brian; Penn, Linda Z.; Hoffman, Michael M.; Lee, Su-In

Cost-Effectiveness of a Hospitalist Service in a Public Teaching Hospital

ACADEMIC MEDICINE

IF5.2

2010-08-01

OAAI

Lundberg, Scott; Balingit, Peter; Wali, Soma; Cope, Dennis