Wendy Chapman

Portable Automated Surveillance of Surgical Site Infections Using Natural Language Processing: Development and Validation.

Brian T Bucher, Jianlin Shi, Jeffrey P Ferraro, David E Skarda, Matthew H Samore, John F Hurdle, Adi V Gundlapalli, Wendy W Chapman, Samuel RG Finlayson

Journal article  |  2020  |  Annals of Surgery

OBJECTIVES: We present the development and validation of a portable NLP approach for automated surveillance of SSIs. SUMMARY OF BA..

Comparative Effectiveness of Carotid Endarterectomy vs Initial Medical Therapy in Patients With Asymptomatic Carotid Stenosis

Salomeh Keyhani, Eric M Cheng, Katherine J Hoggatt, Peter C Austin, Erin Madden, Paul L Hebert, Ethan A Halm, Ayman Naseri, Jason M Johanning, Danielle Mowery, Wendy W Chapman, Dawn M Bravata

Journal article  |  2020  |  JAMA Neurology

Importance: Carotid endarterectomy (CEA) among asymptomatic patients involves a trade-off between a higher short-term perioperativ..

Bayesian Networks for Detection of Postoperative Health Care-Associated Infections Using Electronic Health Care Record Data

Brian T Bucher, David E Skarda, Samuel RG Finlayson, Wendy W Chapman, Adi V Gundlapalli, Jeffrey P Ferraro

Conference Proceedings  |  2019  |  JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Interactive NLP in Clinical Care: Identifying Incidental Findings in Radiology Reports

Gaurav Trivedi, Esmaeel R Dadashzadeh, Robert M Handzel, Wendy W Chapman, Shyam Visweswaran, Harry Hochheiser

Journal article  |  2019  |  Applied Clinical Informatics

Recent Advances in Using Natural Language Processing to Address Public Health Research Questions Using Social Media and ConsumerGenerated Data.

Mike Conway, Mengke Hu, Wendy W Chapman

Journal article  |  2019  |  IMIA Yearbook of Medical Informatics

OBJECTIVE: We present a narrative review of recent work on the utilisation of Natural Language Processing (NLP) for the analysis o..

Moonstone: a novel natural language processing system for inferring social risk from clinical narratives

Mike Conway, Salomeh Keyhani, Lee Christensen, Brett R South, Marzieh Vali, Louise C Walter, Danielle L Mowery, Samir Abdelrahman, Wendy W Chapman

Journal article  |  2019  |  Journal of Biomedical Semantics

Use of Computerized Provider Order Entry Events for Postoperative Complication Surveillance

Brian T Bucher, Jeffrey P Ferraro, Samuel RG Finlayson, Wendy W Chapman, Adi V Gundlapalli

Journal article  |  2019  |  JAMA Surgery

Documentation of ENDS Use in the Veterans Affairs Electronic Health Record (2008-2014)

Mike Conway, Danielle L Mowery, Brett R South, Gregory J Stoddard, Wendy W Chapman, Olga V Patterson, Shu-Hong Zhu

Journal article  |  2019  |  American Journal of Preventive Medicine

Health Informatics—Ambitions and Purpose

Uwe Aickelin, Wendy W Chapman, Graeme K Hart

Journal article  |  2019  |  Frontiers in Digital Health

Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance.

Jianlin Shi, Siru Liu, Liese CC Pruitt, Carolyn L Luppens, Jeffrey P Ferraro, Adi V Gundlapalli, Wendy W Chapman, Brian T Bucher

Journal article  |  2019  |  AMIA ... Annual Symposium proceedings. AMIA Symposium

Surgical Site Infection surveillance in healthcare systems is labor intensive and plagued by underreporting as current methodology..