Dezon Finch

According to our database, Dezon Finch authored at least 24 papers between 2006 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Applying NLP to extract clinician recorded affect to advance depression clinical research: A proof of concept.

Vanessa Panaite, Dezon Finch, Andrew R. Devendorf, Lina Bouayad, Stephen L. Luther, Susan K. Schultz

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Identifying Communication Behavior Indicators in Secure Messages.

Dezon K. Finch, Lina Bouayad, Timothy P. Hogan, Sarah L. Cutrona, Byron C. Wallace, Stephen L. Luther, Bridget Smith, Stephanie L. Shimada

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2019

Exploring Marijuana Use in Patients Suffering from Pain.

Dezon Finch, Stephen L. Luther

Proceedings of the AMIA 2019, 2019

2018

Classifying clinical notes with pain assessment using machine learning.

Samah Jamal Fodeh, Dezon Finch, Lina Bouayad, Stephen L. Luther, Han Ling, Robert D. Kerns, Cynthia Brandt

Medical Biol. Eng. Comput., 2018

No One Method Succeeds Alone: A Hybrid Model for Pressure Ulcer Detection in Longitudinal Data.

Lina Bouayad, Dezon Finch, Peter Toyinbo, James A. McCart, Stephen L. Luther

Proceedings of the AMIA 2018, 2018

2017

Classifying Clinical Notes with Pain Assessment.

Samah J. Fodeh, Dezon Finch, Lina Bouayad, Stephen Luther, Robert D. Kerns, Cynthia Brandt

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Detection of Opioid-Dependence: Extracting Opioid Use Patterns from Patient Secure Messages.

Lina Bouayad, Dezon Finch, Stephen L. Luther

Proceedings of the AMIA 2017, 2017

2016

Using Results of Statistical Text Mining in Big Data Analysis.

Stephen L. Luther, James A. McCart, Dezon Finch, Lina Bouayad, William Lapcevic, Michael E. Matheny

Proceedings of the AMIA 2016, 2016

Using Machine Learning to Improve Sentence Detection.

Dezon K. Finch, Stephen L. Luther

Proceedings of the AMIA 2016, 2016

Identifying Discrepancies in Diabetes and Diabetic Foot Ulcer ICD-9 Codes Via Administrative Data in a Veteran Population.

Latricia L. Allen, Eni Njoh, Gail Powell-Cope, Tatjana Bulat, Dezon Finch

Proceedings of the AMIA 2016, 2016

2015

A Case Study of Data Quality in Text Mining Clinical Progress Notes.

Donald J. Berndt, James A. McCart, Dezon K. Finch, Stephen L. Luther

ACM Trans. Manag. Inf. Syst., 2015

Developing Natural Language Processing Systems for Healthcare.

Ruth M. Reeves, Wendy W. Chapman, Dezon Finch, Jennifer H. Garvin, Glenn T. Gobbel

Proceedings of the AMIA 2015, 2015

2014

TagLine: Information Extraction for Semi-Structured Text in Medical Progress Notes.

Dezon K. Finch, Stephen L. Luther, James A. McCart

Proceedings of the AMIA 2014, 2014

2013

Finding falls in ambulatory care clinical documents using statistical text mining.

James A. McCart, Donald J. Berndt, Jay Jarman, Dezon Finch, Stephen Luther

J. Am. Medical Informatics Assoc., 2013

MedCat: A Framework for High Level Conceptualization of Medical Notes.

Samah Jamal Fodeh, Maryan Zirkle, Dezon Finch, Ruth M. Reeves, Joseph Erdos, Cynthia Brandt

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Multi-Layered Annotation of Template Elements in VA Clinical Text.

Shuying Shen, Tyler Forbush, Guy Divita, Dezon Finch, Qing T. Zeng

Proceedings of the AMIA 2013, 2013

An Evaluation of Document Level Features for a Section Detector based on Machine Learning.

Dezon Finch, Stephen Luther

Proceedings of the AMIA 2013, 2013

2012

TagLine: Information Extraction for Semi-Structured Text Elements In Medical Progress Notes.

Dezon Finch

PhD thesis, 2012

Using Statistical Text Mining to Identify Falls in VHA Ambulatory Care Data.

James A. McCart, Donald J. Berndt, Dezon Finch, Jay Jarman, Stephen Luther

Proceedings of the AMIA 2012, 2012

Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes.

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

Proceedings of the AMIA 2012, 2012

Extracting Semi-Structured Text Elements in Medical Progress Notes: A Machine Learning Approach.

Dezon Finch, Donald J. Berndt

Proceedings of the AMIA 2012, 2012

2011

Using statistical text mining to supplement the development of an ontology.

Stephen Luther, Donald J. Berndt, Dezon Finch, Matthew Richardson, Edward Hickling, David Hickam

J. Biomed. Informatics, 2011

2008

Understanding trader heterogeneity in information markets.

Dezon Finch, Donald J. Berndt

J. Syst. Inf. Technol., 2008

2006

Milestone Markets: Software Cost Estimation through Market Trading.

Donald J. Berndt, Joni L. Jones, Dezon Finch

Proceedings of the 39th Hawaii International International Conference on Systems Science (HICSS-39 2006), 2006