Miloš Hauskrecht - Publications, H-index & Citations

Miloš Hauskrecht

University of Pittsburgh

31H指数

210论文数

4.9K被引数

收录论文 18

发表时间

Hierarchical Active Learning With Label Proportions on Data Regions 在数据区域上具有标签比例的分层主动学习

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-12-01

PREAI

Luo, Zhipeng; Gao, Qiang; He, Yazhou; Wang, Hongjun; Hauskrecht, Milos; Li, Tianrui

The influence of microbial colonization on inflammatory versus pro-healing trajectories in combat extremity wounds

SCIENTIFIC REPORTS

IF3.9

2024-03-04

OAAI

Schobel, Seth A.; Gann, Eric R.; Unselt, Desiree; Grey, Scott F.; Lisboa, Felipe A.; Upadhyay, Meenu M.; Rouse, Michael; Tallowin, Simon; Be, Nicholas A.; Zhang, Xijun; Dalgard, Clifton L.; Wilkerson, Matthew D.; Hauskrecht, Milos; Badylak, Stephen F.; Zamora, Ruben; Vodovotz, Yoram; Potter, Benjamin K.; Davis, Thomas A.; Elster, Eric A.

Personalized event prediction for Electronic Health Records 电子健康档案的个性化事件预测

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2023-09-01

OAAI

Lee, Jeong Min; Hauskrecht, Milos

Hierarchical Active Learning With Qualitative Feedback on Regions

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

IF4.4

2023-06-01

OAAI

Luo, Zhipeng; He, Yazhou; Xue, Yanbing; Wang, Hongjun; Hauskrecht, Milos; Li, Tianrui

Transcriptomic, Proteomic, and Morphologic Characterization of Healing in Volumetric Muscle Loss 体积肌肉损失愈合的转录组学，蛋白质组学和形态学表征

TISSUE ENGINEERING PART A

IF2.9

2022-12-01

PREAI

Crum, Raphael J.; Johnson, Scott A.; Jiang, Peng; Jui, Jayati H.; Zamora, Ruben; Cortes, Devin; Kulkarni, Mangesh; Prabahar, Archana; Bolin, Jennifer; Gann, Eric; Elster, Eric; Schobel, Seth A.; Larie, Dale; Cockrell, Chase; An, Gary; Brown, Bryan; Hauskrecht, Milos; Vodovotz, Yoram; Badylak, Stephen F.

Modeling multivariate clinical event time-series with recurrent temporal mechanisms

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2021-02-01

OAAI

Lee, Jeong Min; Hauskrecht, Milos

Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2020-04-02

OAAI

King, Andrew J.; Cooper, Gregory F.; Clermont, Gilles; Hochheiser, Harry; Hauskrecht, Milos; Sittig, Dean F.; Visweswaran, Shyam

Using machine learning to selectively highlight patient information

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2019-12-01

OAAI

King, Andrew J.; Cooper, Gregory F.; Clermont, Gilles; Hochheiser, Harry; Hauskrecht, Milos; Sittig, Dean F.; Visweswaran, Shyam

Change-point detection method for clinical decision support system rule monitoring

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2018-09-01

OAAI

Liu, Siqi; Wright, Adam; Hauskrecht, Milos

Outlier-based detection of unusual patient-management actions: An ICU study

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2016-12-01

OAAI

Hauskrecht, Milos; Batal, Iyad; Hong, Charmgil; Quang Nguyen; Cooper, Gregory F.; Visweswaran, Shyam; Clermont, Gilles

Clinical time series prediction: Toward a hierarchical dynamical system framework 临床时间序列预测: 迈向分层动态系统框架

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2015-09-01

OAAI

Liu, Zitao; Hauskrecht, Milos

Learning classification models from multiple experts

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2013-12-01

OAAI

Valizadegan, Hamed; Quang Nguyen; Hauskrecht, Milos

A Temporal Pattern Mining Approach for Classifying Electronic Health Record Data

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2013-10-08

OAAI

Batal, Iyad; Valizadegan, Hamed; Cooper, Gregory F.; Hauskrecht, Milos

Outlier detection for patient monitoring and alerting

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2013-02-01

OAAI

Hauskrecht, Milos; Batal, Iyad; Valko, Michal; Visweswaran, Shyam; Cooper, Gregory F.; Clermont, Gilles

A multiplexed serum biomarker immunoassay panel discriminates clinical lung cancer patients from cancer-free high-risk subjects in a CT-screened cohort

CANCER RESEARCH

IF16.6

2010-04-01

PREAI

Bigbee, William L.; Gopalakrishnan, Vanathi; Dacic, Sanja; Hauskrecht, Milos; Weissfeld, Joel L.; Wilson, David O.; Siegfried, Jill M.; Lokshin, Anna E.

Efficient Peak-Labeling Algorithms for Whole-Sample Mass Spectrometry Proteomics

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2010-01-01

PREAI

Pelikan, Richard; Hauskrecht, Milos

Learning to detect incidents from noisily labeled data

MACHINE LEARNING

IF2.9

2009-09-30

OAAI

Singliar, Tomas; Hauskrecht, Milos