Hadi H K Kharrazi

Associate Professor

20062019
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Research Output 2006 2019

2019
Community Health Planning
Social Determinants of Health
Electronic Health Records
Public Health
Health
Open Access
Social Determinants of Health
Multilevel Analysis
Electronic Health Records
Delivery of Health Care
Health Personnel

A systematic approach for developing a corpus of patient reported adverse drug events: A case study for SSRI and SNRI medications

Zolnoori, M., Fung, K. W., Patrick, T. B., Fontelo, P., Kharrazi, H. H. K., Faiola, A., Wu, Y. S. S., Eldredge, C. E., Luo, J., Conway, M., Zhu, J., Park, S. K., Xu, K., Moayyed, H. & Goudarzvand, S., Feb 1 2019, In : Journal of Biomedical Informatics. 90, 103091.

Research output: Contribution to journalArticle

Norepinephrine
Serotonin Uptake Inhibitors
Drug-Related Side Effects and Adverse Reactions
Psychiatry
Glossaries
Electronic Health Records
Japan
Health
Health Facility Size
Ownership

Discovering the Unclassified Suicide Cases Among Undetermined Drug Overdose Deaths Using Machine Learning Techniques

Liu, D., Yu, M., Duncan, J., Fondario, A., Kharrazi, H. & Nestadt, P. S., Jan 1 2019, (Accepted/In press) In : Suicide and Life-Threatening Behavior.

Research output: Contribution to journalArticle

Drug Overdose
Suicide
Centers for Disease Control and Prevention (U.S.)
Resource Allocation
Information Storage and Retrieval
Open Access
Electronic Health Records
Pediatrics
Hospital Emergency Service
Length of Stay
Wounds and Injuries
Open Access
health care costs
Risk Adjustment
artificial intelligence
Health care
Linear regression

Extraction of geriatric syndromes from electronic health record clinical notes: Assessment of statistical natural language processing methods

Chen, T., Dredze, M., Weiner, J., Hernandez, L., Kimura, J. & Kharrazi, H. H. K., Mar 1 2019, In : Journal of medical Internet research. 21, 3, e13039.

Research output: Contribution to journalArticle

Open Access
Natural Language Processing
Electronic Health Records
Geriatrics
Medicare Part C
Group Practice
Open Access
Electronic Health Records
Geriatrics
Population
Social Work
Social Support

The Impact of Social Determinants of Health on Hospitalization in the Veterans Health Administration

Hatef, E., Searle, K. M., Predmore, Z., Lasser, E., Kharrazi, H. H. K., Nelson, K., Sylling, P., Curtis, I., Fihn, S. D. & Weiner, J., Jan 1 2019, In : American journal of preventive medicine.

Research output: Contribution to journalArticle

Social Determinants of Health
Veterans Health
United States Department of Veterans Affairs
Hospitalization
Veterans

The PsyTAR dataset: From patients generated narratives to a corpus of adverse drug events and effectiveness of psychiatric medications

Zolnoori, M., Fung, K. W., Patrick, T. B., Fontelo, P., Kharrazi, H. H. K., Faiola, A., Shah, N. D., Shirley Wu, Y. S., Eldredge, C. E., Luo, J., Conway, M., Zhu, J., Park, S. K., Xu, K. & Moayyed, H., Jun 1 2019, In : Data in Brief. 24, 103838.

Research output: Contribution to journalArticle

Open Access
Drug-Related Side Effects and Adverse Reactions
Psychiatry
Pharmaceutical Preparations
Unified Medical Language System
Signs and Symptoms

Towards A Task Taxonomy of Visual Analysis of Electronic Health or Medical Record Data

Bian, X., Kharrazi, H. H. K., Caban, J. J., He, G., Feng, Z. & Chen, J., May 3 2019, Proceedings of the 2018 IEEE International Conference on Progress in Informatics and Computing, PIC 2018. Institute of Electrical and Electronics Engineers Inc., p. 281-286 6 p. 8706292. (Proceedings of the 2018 IEEE International Conference on Progress in Informatics and Computing, PIC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

taxonomy
electronics
health
visualization
Health
2018
Budgets
Health Status
Health
Population
Information Storage and Retrieval

Assessing markers from ambulatory laboratory tests for predicting high-risk patients

Lemke, K. W., Gudzune, K. A., Kharrazi, H. H. K. & Weiner, J., Jun 1 2018, In : American Journal of Managed Care. 24, 6, p. e190-e195

Research output: Contribution to journalArticle

Biomarkers
Costs and Cost Analysis
Electronic Health Records
Inpatients
Outpatients
Patient Acceptance of Health Care
Risk Adjustment
Health Care Costs
Body Mass Index

A state-of-the-art systematic content analysis of games for health

Lu, A. S. & Kharrazi, H. H. K., Feb 1 2018, In : Games for health journal. 7, 1, p. 1-15 15 p.

Research output: Contribution to journalReview article

content analysis
Health
health
Web Browser
Directories

Characterizing diabetes, diet, exercise, and obesity comments on Twitter

Karami, A., Dahl, A. A., Turner-McGrievy, G., Kharrazi, H. H. K. & Shaw, G., Feb 1 2018, In : International Journal of Information Management. 38, 1, p. 1-6 6 p.

Research output: Contribution to journalArticle

twitter
Nutrition
Medical problems
chronic illness
social media

Clinical Concept Value Sets and Interoperability in Health Data Analytics

Gold, S., Batch, A., McClure, R., Jiang, G., Kharrazi, H. H. K., Saripalle, R., Huser, V., Weng, C., Roderer, N., Szarfman, A., Elmqvist, N. & Gotz, D., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 480-489 10 p.

Research output: Contribution to journalArticle

Health
Vocabulary
Ecosystem
Phenotype
Costs and Cost Analysis

Defining and Assessing Geriatric Risk Factors and Associated Health Care Utilization among Older Adults Using Claims and Electronic Health Records

Kan, H., Kharrazi, H. H. K., Leff, B. A., Boyd, C., Davison, A., Chang, H-Y., Kimura, J., Wu, S., Anzaldi, L., Richards, T., Lasser, E. & Weiner, J., Jan 1 2018, In : Medical Care. 56, 3, p. 233-239 7 p.

Research output: Contribution to journalArticle

Patient Acceptance of Health Care
Electronic Health Records
Geriatrics
Hospitalization
Comorbidity

Effectiveness of Policies and Programs to Combat Adult Obesity: a Systematic Review

Tseng, E., Zhang, A., Shogbesan, O., Gudzune, K. A., Wilson, R., Kharrazi, H. H. K., Cheskin, L. J., Bass, E. B. & Bennett, W., Jan 1 2018, (Accepted/In press) In : Journal of General Internal Medicine.

Research output: Contribution to journalArticle

Program Evaluation
Body Mass Index
Obesity
Weights and Measures
Food and Beverages

Electronic medical record reminders and smoking cessation activities in primary care

Bae, J., Ford, E. W., Kharrazi, H. H. K. & Huerta, T. R., Feb 1 2018, In : Addictive Behaviors. 77, p. 203-209 7 p.

Research output: Contribution to journalArticle

Electronic medical equipment
Electronic Health Records
Smoking Cessation
Primary Health Care
Smoking

Erratum: Linking Electronic Health Record and Trauma Registry Data: Assessing the Value of Probabilistic Linkage (Methods of information in medicine (2018) 57 5-06 (261-269))

Durojaiye, A. B., Puett, L. L., Levin, S., Toerper, M., McGeorge, N. M., Webster, K. L. W., Deol, G. S., Kharrazi, H. H. K., Lehmann, H. P. & Gurses, A., Nov 1 2018, In : Methods of information in medicine. 57, 5-6, p. e3

Research output: Contribution to journalComment/debate

Open Access
Electronic Health Records
Registries
Medicine
Wounds and Injuries

Factors associated with physicians' prescriptions for rheumatoid arthritis drugs not filled by patients

Kan, H., Dyagilev, K., Schulam, P., Saria, S., Kharrazi, H. H. K., Bodycombe, D., Molta, C. T. & Curtis, J. R., May 2 2018, In : Arthritis Research and Therapy. 20, 1, 79.

Research output: Contribution to journalArticle

Methotrexate
Prescriptions
Biological Products
Rheumatoid Arthritis
Physicians

Forecasting the maturation of electronic health record functions among US hospitals: Retrospective analysis and predictive model

Kharrazi, H. H. K., Gonzalez, C. P., Lowe, K. B., Huerta, T. R. & Ford, E. W., Aug 1 2018, In : Journal of Medical Internet Research. 20, 8, e10458.

Research output: Contribution to journalArticle

Electronic Health Records
Management Information Systems
Bass
Delivery of Health Care
Technology

Fuzzy Approach Topic Discovery in Health and Medical Corpora

Karami, A., Gangopadhyay, A., Zhou, B. & Kharrazi, H. H. K., Apr 1 2018, In : International Journal of Fuzzy Systems. 20, 4, p. 1334-1345 12 p.

Research output: Contribution to journalArticle

Latent Semantic Analysis
Health
Semantics
Text processing
Text Processing
Health Care Costs
Opioid Analgesics
Prescriptions
Cohort Studies
Retrospective Studies
medication
nurse
Delivery of Health Care
Physicians
physician

Identifying the underlying factors associated with patients’ attitudes toward antidepressants: Qualitative and quantitative analysis of patient drug reviews

Zolnoori, M., Fung, K. W., Fontelo, P., Kharrazi, H. H. K., Faiola, A., Wu, Y. S. S., Stoffel, V. & Patrick, T., Oct 1 2018, In : Journal of Medical Internet Research. 20, 10, e10726.

Research output: Contribution to journalReview article

Antidepressive Agents
Pharmaceutical Preparations
Self Report
Delivery of Health Care
Sertraline

Linking Electronic Health Record and Trauma Registry Data: Assessing the Value of Probabilistic Linkage

Durojaiye, A. B., Puett, L. L., Levin, S., Toerper, M., McGeorge, N. M., Webster, K. L. W., Deol, G. S., Kharrazi, H. H. K., Lehmann, H. P. & Gurses, A., Jan 1 2018, In : Methods of information in medicine. 57, 5-6, p. 261-269 9 p.

Research output: Contribution to journalArticle

Electronic Health Records
Registries
Wounds and Injuries
Medical Records
Hospital Emergency Service

Methods for evaluating natural experiments in obesity: A systematic review

Bennett, W., Wilson, R., Zhang, A., Tseng, E., Knapp, E., Kharrazi, H. H. K., Stuart, E., Shogbesan, O., Bass, E. B. & Cheskin, L. J., Jun 5 2018, In : Annals of Internal Medicine. 168, 11, p. 791-800 10 p.

Research output: Contribution to journalReview article

Obesity
Information Storage and Retrieval
Health Behavior
Information Systems
Weights and Measures

Public and Population Health Informatics: The Bridging of Big Data to Benefit Communities

Gamache, R., Kharrazi, H. H. K. & Weiner, J., Aug 1 2018, In : Yearbook of medical informatics. 27, 1, p. 199-206 8 p.

Research output: Contribution to journalReview article

Public Health Informatics
Social Determinants of Health
Public Health
Population
Health

The study of effect moderation in youth suicide-prevention studies

Musci, R. J., Kharrazi, H. H. K., Wilson, R., Susukida, R., Gharghabi, F., Zhang, A., Wissow, L. S., Robinson, K. A. & Wilcox, H., Jan 1 2018, (Accepted/In press) In : Social Psychiatry and Psychiatric Epidemiology.

Research output: Contribution to journalArticle

Suicide
suicide
moderator
funding
suicide attempt

The Value of Unstructured Electronic Health Record Data in Geriatric Syndrome Case Identification

Kharrazi, H. H. K., Anzaldi, L. J., Hernandez, L., Davison, A., Boyd, C., Leff, B. A., Kimura, J. & Weiner, J., Aug 1 2018, In : Journal of the American Geriatrics Society. 66, 8, p. 1499-1507 9 p.

Research output: Contribution to journalArticle

Electronic Health Records
Geriatrics
Natural Language Processing
Mobility Limitation
Malnutrition
2017
Informatics
Education
Health
Research
Population
Electronic Health Records
Geriatrics
Cohort Studies
Retrospective Studies
Mobility Limitation
Electronic Health Records
Outpatients
Demography
Population
Hospitalization

Evaluating the Impact of Prescription Fill Rates on Risk Stratification Model Performance

Chang, H-Y., Richards, T. M., Shermock, K. M., Dalpoas, S. E., Kan, H., Alexander, G. C., Weiner, J. & Kharrazi, H. H. K., Jan 1 2017, In : Medical Care. 55, 12, p. 1052-1060 9 p.

Research output: Contribution to journalArticle

Prescriptions
Risk Adjustment
Costs and Cost Analysis
Electronic Health Records
Medication Adherence
2016

Assessing electronic health record implementation challenges using item response theory

Chan, K. S., Kharrazi, H. H. K., Parikh, M. A. & Ford, E. W., Dec 1 2016, In : American Journal of Managed Care. 22, 12, p. e409-e415

Research output: Contribution to journalArticle

Electronic Health Records
American Hospital Association
Costs and Cost Analysis
Administrative Personnel
Economics
Information Storage and Retrieval
National Institutes of Health (U.S.)
Information Systems
Suicide
Education

Data Linkage Strategies to Advance Youth Suicide Prevention

Wilcox, H., Wissow, L. S., Kharrazi, H. H. K., Wilson, R., Musci, R. J., Zhang, A. & Robinson, K. A., Sep 1 2016, In : Evidence report/technology assessment. 222, p. 1-70 70 p.

Research output: Contribution to journalReview article

Information Storage and Retrieval
Suicide
Information Systems

Has Choosing Wisely® affected rates of dual-energy X-ray absorptiometry use?

Lasser, E., Pfoh, E. R., Chang, H-Y., Chan, K. S., Bailey, J. C., Kharrazi, H. H. K., Weiner, J. & Dy, S. E., Feb 9 2016, (Accepted/In press) In : Osteoporosis International. p. 1-6 6 p.

Research output: Contribution to journalArticle

Photon Absorptiometry
Primary Health Care
Metabolic Bone Diseases
Electronic Health Records
Ambulatory Care

Use of HIEs for Value-Based Care Delivery: A Case Study of Maryland's HIE

Kharrazi, H. H. K., Horrocks, D. & Weiner, J., Feb 11 2016, Health Information Exchange: Navigating and Managing a Network of Health Information Systems. Elsevier Inc., p. 313-332 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2015

Feasibility of 30-day hospital readmission prediction modeling based on health information exchange data

Swain, M. J. & Kharrazi, H. H. K., Dec 1 2015, In : International Journal of Medical Informatics. 84, 12, p. 1048-1056 9 p.

Research output: Contribution to journalArticle

Patient Readmission
Point-of-Care Systems
Organizations
Informatics
Workflow

Public Health and Epidemiology Informatics: Recent Research and Trends in the United States

Dixon, B. E., Kharrazi, H. H. K. & Lehmann, H. P., Aug 13 2015, In : Yearbook of medical informatics. 10, 1, p. 199-206 8 p.

Research output: Contribution to journalReview article

Public Health Informatics
Epidemiology
Research
Public Health Practice
Social Media
2014
Health Literacy
Hypoglycemic Agents
Type 2 Diabetes Mellitus
Blood Glucose
Clinical Trials
2013

A Systematic Review of Health Videogames on Childhood Obesity Prevention and Intervention

Lu, A. S., Kharrazi, H. H. K., Gharghabi, F. & Thompson, D., Jun 1 2013, In : Games for health journal. 2, 3, p. 131-141 11 p.

Research output: Contribution to journalReview article

Pediatric Obesity
childhood
Health
health
Recreational facilities

Effects of data transformation methods on classification of patients diagnosed with myocardial infarction

Mehrabi, S., Mohammadi, I., Kunjan, K. & Kharrazi, H. H. K., 2013, Studies in Health Technology and Informatics. 1-2 ed. Vol. 192. p. 1203 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Independent component analysis
Principal component analysis
Support vector machines
Myocardial Infarction
Principal Component Analysis
Comparative Effectiveness Research
Electronic Health Records
Patient Reported Outcome Measures
2012

Mobile personal health records: An evaluation of features and functionality

Kharrazi, H. H. K., Chisholm, R., VanNasdale, D. & Thompson, B., Sep 2012, In : International Journal of Medical Informatics. 81, 9, p. 579-593 15 p.

Research output: Contribution to journalArticle

Personal Health Records
Telemedicine
Marketing
Security Measures
Patient Participation