Dezon Finch

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 8

Top Topics

Machine Learning

Diabetes Mellitus

Related Concepts

Top Venues

Medical Biol. Eng. Comput.

Publications

Vanessa Panaite, Dezon Finch, Andrew R. Devendorf, Lina Bouayad, Stephen L. Luther, Susan K. Schultz
Applying NLP to extract clinician recorded affect to advance depression clinical research: A proof of concept. AMIA (2021)
Dezon Finch, Stephen L. Luther
Exploring Marijuana Use in Patients Suffering from Pain. AMIA (2019)
Lina Bouayad, Dezon Finch, Peter Toyinbo, James A. McCart, Stephen L. Luther
No One Method Succeeds Alone: A Hybrid Model for Pressure Ulcer Detection in Longitudinal Data. AMIA (2018)
Samah Jamal Fodeh, Dezon Finch, Lina Bouayad, Stephen L. Luther, Han Ling, Robert D. Kerns, Cynthia Brandt
Classifying clinical notes with pain assessment using machine learning. Medical Biol. Eng. Comput. 56 (7) (2018)
Samah J. Fodeh, Dezon Finch, Lina Bouayad, Stephen Luther, Robert D. Kerns, Cynthia Brandt
Classifying Clinical Notes with Pain Assessment. MedInfo (2017)
Lina Bouayad, Dezon Finch, Stephen L. Luther
Detection of Opioid-Dependence: Extracting Opioid Use Patterns from Patient Secure Messages. AMIA (2017)
Stephen L. Luther, James A. McCart, Dezon Finch, Lina Bouayad, William Lapcevic, Michael E. Matheny
Using Results of Statistical Text Mining in Big Data Analysis. AMIA (2016)
Latricia L. Allen, Eni Njoh, Gail Powell-Cope, Tatjana Bulat, Dezon Finch
Identifying Discrepancies in Diabetes and Diabetic Foot Ulcer ICD-9 Codes Via Administrative Data in a Veteran Population. AMIA (2016)
Ruth M. Reeves, Wendy W. Chapman, Dezon Finch, Jennifer H. Garvin, Glenn T. Gobbel
Developing Natural Language Processing Systems for Healthcare. AMIA (2015)
Samah Jamal Fodeh, Maryan Zirkle, Dezon Finch, Ruth M. Reeves, Joseph Erdos, Cynthia Brandt
MedCat: A Framework for High Level Conceptualization of Medical Notes. ICDM Workshops (2013)
Dezon Finch, Stephen Luther
An Evaluation of Document Level Features for a Section Detector based on Machine Learning. AMIA (2013)
Shuying Shen, Tyler Forbush, Guy Divita, Dezon Finch, Qing T. Zeng
Multi-Layered Annotation of Template Elements in VA Clinical Text. AMIA (2013)
James A. McCart, Donald J. Berndt, Jay Jarman, Dezon Finch, Stephen Luther
Finding falls in ambulatory care clinical documents using statistical text mining. J. Am. Medical Informatics Assoc. 20 (5) (2013)
Dezon Finch, Donald J. Berndt
Extracting Semi-Structured Text Elements in Medical Progress Notes: A Machine Learning Approach. AMIA (2012)
James A. McCart, Donald J. Berndt, Dezon Finch, Jay Jarman, Stephen Luther
Using Statistical Text Mining to Identify Falls in VHA Ambulatory Care Data. AMIA (2012)
Glenn T. Gobbel, Ruth M. Reeves, Shrimalini Jayaramaraja, Svetlana K. Eden, Fern FitzHenry, Theodore Speroff, Steven H. Brown, Stephen Luther, Maryan Zirkle, Dezon Finch, James A. McCart, Michael E. Matheny
Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes. AMIA (2012)
Stephen Luther, Donald J. Berndt, Dezon Finch, Matthew Richardson, Edward Hickling, David Hickam
Using statistical text mining to supplement the development of an ontology. J. Biomed. Informatics 44 (Supplement-1) (2011)
Dezon Finch, Donald J. Berndt
Understanding trader heterogeneity in information markets. J. Syst. Inf. Technol. 10 (2) (2008)
Donald J. Berndt, Joni L. Jones, Dezon Finch
Milestone Markets: Software Cost Estimation through Market Trading. HICSS (2006)