David W. Larson

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 10

Top Topics

Structured Data

Feature Generation

Knowledge Discovery

Surgical Planning

Top Venues

J. Biomed. Informatics

Publications

Xiaoyang Ruan, Sunyang Fu, Curtis B. Storlie, Kellie L. Mathis, David W. Larson, Hongfang Liu
Real-time risk prediction of colorectal surgery-related post-surgical complications using GRU-D model. J. Biomed. Informatics 135 (2022)
Feichen Shen, David W. Larson, James M. Naessens, Elizabeth B. Habermann, Hongfang Liu, Sunghwan Sohn
Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes. J. Heal. Informatics Res. 3 (3) (2019)
David Chen, Sijia Liu, Paul R. Kingsbury, Sunghwan Sohn, Curtis B. Storlie, Elizabeth B. Habermann, James M. Naessens, David W. Larson, Hongfang Liu
Deep learning and alternative learning strategies for retrospective real-world clinical data. npj Digit. Medicine 2 (2019)
Feichen Shen, David W. Larson, James M. Naessens, Elizabeth B. Habermann, Hongfang Liu, Sunghwan Sohn
Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes. CoRR (2018)
Yangmei Zhou, David W. Larson, Elizabeth B. Habermann, James M. Naessens, Hongfang Liu, Sunghwan Sohn
Locally Generated Bayesian Network Prediction of Colorectal Surgical Site Infections. CRI (2017)
Yangmei Zhou, David W. Larson, Elizabeth B. Habermann, James M. Naessens, Hongfang Liu, Sunghwan Sohn
Prediction of Organ Space Colorectal Surgical Site Infections Using Prognostic Bayesian Networks. CRI (2017)
Majid Rastegar-Mojarad, Jenna K. Lovely, Joshua J. Pankratz, Sunghwan Sohn, Donna M. Ihrke, Amit Merchea, David W. Larson, Hongfang Liu
Using Unstructured Data to Identify Readmitted Patients. ICHI (2017)
Pooyan Kazemian, Mustafa Y. Sir, Mark P. Van Oyen, Jenna K. Lovely, David W. Larson, Kalyan S. Pasupathy
Coordinating clinic and surgery appointments to meet access service levels for elective surgery. J. Biomed. Informatics 66 (2017)
Gabriela Martinez, Brian J. Bernard, David W. Larson, Kalyan S. Pasupathy, Mustafa Y. Sir
A Data-Driven Approach for Better Assignment of Clinical and Surgical Capacity in an Elective Surgical Practice. AMIA (2016)
Stephanie K. Furniss, Matthew M. Burton, Adela Grando, David W. Larson, David R. Kaufman
Integrating Process Mining and Cognitive Analysis to Study EHR Workflow. AMIA (2016)
Sunghwan Sohn, Majid Rastegar-Mojarad, James M. Naessens, Elizabeth B. Habermann, David W. Larson, Hongfang Liu
Prediction of Colorectal Surgical Site Infections Using Risk Factors. AMIA (2015)
Peter Li, Simon N. Yates, Jenna K. Lovely, David W. Larson
Patient-like-mine: A real time, visual analytics tool for clinical decision support. IEEE BigData (2015)
David R. Kaufman, Stephanie K. Furniss, María Adela Grando, David W. Larson, Matthew M. Burton
A Sequential Data Analysis Approach to Electronic Health Record Workflow. CSHI (2015)
Feichen Shen, Hongfang Liu, Sunghwan Sohn, David W. Larson, Yugyung Lee
BmQGen: Biomedical query generator for knowledge discovery. BIBM (2015)
Sunghwan Sohn, Majid Rastegar-Mojarad, James M. Naessens, Elizabeth B. Habermann, David W. Larson, Hongfang Liu
Detection of Colorectal Surgical Site Infections Using Bayesian Network and Natural Language Processing. AMIA (2015)
Matthew M. Burton, David W. Larson, Jenna K. Lovely, Tim Miksch, Steve G. Peters, Timothy Larson, John T. Wald, Bruce A. Evans
Applied Clinical Informatics Best Practices in support of Clinical Next Best Practices: Integrating Knowledge Discovery to Delivery into Workflow. AMIA (2014)
Kavishwar B. Wagholikar, Sunghwan Sohn, Stephen T. Wu, Vinod Kaggal, Sheila Buehler, Robert A. Greenes, Tsung-Teh Wu, David W. Larson, Hongfang Liu, Rajeev Chaudhry, Lisa Boardman
Clinical Decision Support for Colonoscopy Surveillance Using Natural Language Processing. HISB (2012)