Detection of Colorectal Surgical Site Infections Using Bayesian Network and Natural Language Processing. - Sunghwan Sohn; Majid Rastegar-Mojarad; James M. Naessens; Elizabeth B. Habermann; David W. Larson; Hongfang Liu (AMIA, 2015)

Prediction of Colorectal Surgical Site Infections Using Risk Factors. - Sunghwan Sohn; Majid Rastegar-Mojarad; James M. Naessens; Elizabeth B. Habermann; David W. Larson; Hongfang Liu (AMIA, 2015)

Prediction of Organ Space Colorectal Surgical Site Infections Using Prognostic Bayesian Networks. - Yangmei Zhou; David W. Larson; Elizabeth B. Habermann; James M. Naessens; Hongfang Liu; Sunghwan Sohn (CRI, 2017)

Locally Generated Bayesian Network Prediction of Colorectal Surgical Site Infections. - Yangmei Zhou; David W. Larson; Elizabeth B. Habermann; James M. Naessens; Hongfang Liu; Sunghwan Sohn (CRI, 2017)

Relationship Between Very Cold Outside Weather and Surgical Outcome: Integrating Shallow and Deep Artificial Neural Nets. - Ahmad P. Tafti; Yue Dong 003; Elizabeth B. Habermann; Hongfang Liu; Vitaly Herasevich (MedInfo, 2019)

Detection of Surgical Site Infection Utilizing Automated Feature Generation in Clinical Notes. - Feichen Shen; David W. Larson; James M. Naessens; Elizabeth B. Habermann; Hongfang Liu; Sunghwan Sohn (J. Heal. Informatics Res., 2019)

Deep learning and alternative learning strategies for retrospective real-world clinical data. - David Chen 003; Sijia Liu 002; Paul R. Kingsbury; Sunghwan Sohn; Curtis B. Storlie; Elizabeth B. Habermann; James M. Naessens; David W. Larson; Hongfang Liu (npj Digit. Medicine, 2019)