Hemant Ishwaran - Publications, H-index & Citations

Hemant Ishwaran

Miller School of Medicine

56H指数

168论文数

2.0W被引数

收录论文 50

发表时间

General OOD detection via model-aware and subspace-aware variable priority 通过模型感知和子空间感知的变量优先级进行通用领域外检测

Knowledge and Information Systems

IF3.1

2026-08-28

OAAI

Min Lu; Hemant Ishwaran

Variable priority for unsupervised variable selection 无监督变量选择的变量优先级

Pattern Recognition

IF7.6

2025-11-15

PREAI

Lili Zhou; Min Lu; Hemant Ishwaran

Individual variable priority: a model-independent local gradient method for variable importance 个体变量优先级：一种与模型无关的局部梯度变量重要性方法

Artificial Intelligence Review

IF13.9

2025-11-05

OAAI

Min Lu; Hemant Ishwaran

Harnessing the power of virtual (digital) twins: graphical causal tools for understanding patient and hospital differences 利用虚拟（数字）孪生的力量：用于理解患者和医院差异的图形化因果工具

Computational and Structural Biotechnology Journal

IF4.1

2025-08-27

OAAI

Hemant Ishwaran; Eugene H. Blackstone

Development of American Association for Thoracic Surgery Quality Gateway outcome models, analytics, and visualizations for quality assurance 美国胸外科医师学会质量网关结局模型、分析及可视化的发展，用于质量保证

JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY

IF4.4

2025-03-01

PREAI

Ishwaran, Hemant; Blackstone, Eugene H.

Cancer cells resistant to immune checkpoint blockade acquire interferon-associated epigenetic memory to sustain T cell dysfunction

NATURE CANCER

IF28.5

2023-01-16

PREAI

Qiu, Jingya; Xu, Bihui; Ye, Darwin; Ren, Diqiu; Wang, Shangshang; Benci, Joseph L.; Xu, Yuanming; Ishwaran, Hemant; Beltra, Jean-Christophe; Wherry, E. John; Shi, Junwei; Minn, Andy J.

Adjuvant Therapy After Neoadjuvant Therapy for Esophageal Cancer Who Needs It?

ANNALS OF SURGERY

IF6.4

2022-08-23

PREAI

Raja, Siva W.; Rice, Thomas; Lu, Min E.; Semple, Marie H.; Blackstone, Eugene C.; Murthy, Sudish; Ahmad, Usman; McNamara, Michael J.; Toth, Andrew; Ishwaran, Hemant

Identifying long-term and imminent suicide predictors in a general population and a clinical sample with machine learning

BMC PSYCHIATRY

IF3.6

2022-02-15

OAAI

Balbuena, Lloyd D.; Baetz, Marilyn; Sexton, Joseph Andrew; Harder, Douglas; Feng, Cindy Xin; Boctor, Kerstina; LaPointe, Candace; Letwiniuk, Elizabeth; Shamloo, Arash; Ishwaran, Hemant; John, Ann; Brantsaeter, Anne Lise

BOOSTED NONPARAMETRIC HAZARDS WITH TIME-DEPENDENT COVARIATES

ANNALS OF STATISTICS

IF3.7

2021-08-01

OAAI

Lee, Donald K. K.; Chen, Ningyuan; Ishwaran, Hemant

Heart Transplantation An In-Depth Survival Analysis

JACC-HEART FAILURE

IF11.8

2020-07-01

OAAI

Hsich, Eileen M.; Blackstone, Eugene H.; Thuita, Lucy W.; McNamara, Dennis M.; Rogers, Joseph G.; Yancy, Clyde W.; Goldberg, Lee R.; Valapour, Maryam; Xu, Gang; Ishwaran, Hemant

Value of Lymphadenectomy in Patients Receiving Neoadjuvant Therapy for Esophageal Adenocarcinoma

ANNALS OF SURGERY

IF6.4

2019-12-16

OAAI

Raja, Siva; Rice, Thomas W.; Murthy, Sudish C.; Ahmad, Usman; Semple, Marie E.; Blackstone, Eugene H.; Ishwaran, Hemant

Variables of importance in the Scientific Registry of Transplant Recipients database predictive of heart transplant waitlist mortality

AMERICAN JOURNAL OF TRANSPLANTATION

IF8.2

2019-07-01

OAAI

Hsich, Eileen M.; Thuita, Lucy; McNamara, Dennis M.; Rogers, Joseph G.; Valapour, Maryam; Goldberg, Lee R.; Yancy, Clyde W.; Ackstone, Eugene H. B.; Ishwaran, Hemant

A random forests quantile classifier for class imbalanced data

PATTERN RECOGNITION

IF7.6

2019-06-01

109

OAAI

O'Brien, Robert; Ishwaran, Hemant

Sex Differences in Mortality Based on United Network for Organ Sharing Status While Awaiting Heart Transplantation

jacc heart failure

IF8.4

2017-06-01

OAAI

Hsich, Eileen M.; Blackstone, Eugene H.; Thuita, Lucy; McNamara, Dennis M.; Rogers, Joseph G.; Ishwaran, Hemant; Schold, Jesse D.

Esophageal Cancer: Associations With (pN plus ) Lymph Node Metastases

ANNALS OF SURGERY

IF6.4

2017-01-01

107

OAAI

Rice, Thomas W.; Ishwaran, Hemant; Hofstetter, Wayne L.; Schipper, Paul H.; Kesler, Kenneth A.; Law, Simon; Lerut, Toni; Denlinger, Chadrick E.; Salo, Jarmo A.; Scott, Walter J.; Watson, Thomas J.; Allen, Mark S.; Chen, Long-Qi; Rusch, Valerie W.; Cerfolio, Robert J.; Luketich, James D.; Duranceau, Andre; Darling, Gail E.; Pera, Manuel; Apperson-Hansen, Carolyn; Blackstone, Eugene H.

Boosted multivariate trees for longitudinal data

MACHINE LEARNING

IF2.9

2016-11-04

OAAI

Pande, Amol; Li, Liang; Rajeswaran, Jeevanantham; Ehrlinger, John; Kogalur, Udaya B.; Blackstone, Eugene H.; Ishwaran, Hemant

Response, Resistance Mechanisms, and Biomarkers for Radiation and Immune Checkpoint Blockade

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

IF6.5

2015-11-01

PREAI

Minn, A. J.; Christina, T. S. V.; Rech, A. J.; Maity, A.; Rengan, R.; Pauken, K. E.; Stelekati, E.; Benci, J. L.; Odorizzi, P. M.; Amaravadi, R. K.; Schuchter, L. M.; Ishwaran, H.; Mick, R.; Pryma, D. A.; Xu, X.; Feldman, M. D.; Gangadhar, T. C.; Hahn, S. M.; Wherry, E. J.; Vonderheide, R. H.

Radiation and dual immune checkpoint blockade overcome tumor resistance and distinctly improve immunity

CANCER RESEARCH

IF16.6

2015-08-01

PREAI

Rech, Andrew J.; Twyman-Saint Victor, Christina; Maity, Amit; Rengan, Ramesh; Pauken, Kristen E.; Stelekati, Erietta; Benci, Joseph; Xu, Bihui; Dada, Hannah; Odorizzi, Pamela M.; Herati, Ramin S.; Mansfield, Kathleen D.; Patsch, Dana; Amaravadi, Ravi K.; Schuchter, Lynn M.; Ishwaran, Hemant; Mick, Rosemarie; Pryma, Daniel; Xu, Xiaowei; Feldman, Michael D.; Gangadhar, Tara C.; Hahn, Stephen M.; Wherry, E. John; Minn, Andy J.; Vonderheide, Robert H.

Oesophageal cancer: location, location, location

EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY

IF3

2015-04-15

OAAI

Rice, Thomas W.; Ishwaran, Hemant; Blackstone, Eugene H.

Synthetic learning machines

BIODATA MINING

IF6.1

2014-12-18

OAAI

Ishwaran, Hemant; Malley, James D.

研究方向