Shaun Grannis

  • 1320 Citations
  • 19 h-Index
20022019
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Publications 2002 2019

2019

An adversorial approach to enable re-use of machine learning models and collaborative research efforts using synthetic unstructured free-text medical data

Kasthurirathne, S. N., Dexter, G. & Grannis, S., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 1510-1511 2 p. (Studies in Health Technology and Informatics; vol. 264).

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

Learning systems
Research
Pathology
Neoplasms
Identification (control systems)

Evaluating the effect of data standardization and validation on patient matching accuracy

Grannis, S. J., Xu, H., Vest, J. R., Kasthurirathne, S., Bo, N., Moscovitch, B., Torkzadeh, R. & Rising, J., Mar 8 2019, In : Journal of the American Medical Informatics Association. 26, 5, p. 447-456 10 p.

Research output: Contribution to journalArticle

Names
Social Security
Telephone
Public Health
Parturition
Open Access
Depression
Health Information Exchange
Machine Learning
History
Demography
2 Citations (Scopus)
Referral and Consultation
Social Work
Appointments and Schedules
Social Determinants of Health
Nutritionists
1 Citation (Scopus)
Open Access
Record Linkage
Latent Class Model
Conditional Independence
Model
Record linkage
Public Health Informatics
Health Manpower
Public Health
Informatics
Health
2018
1 Citation (Scopus)

Advancing a nationwide patient matching strategy

Worzala, C., Halamka, J., Torkzadeh, R., Moscovitch, B., Rising, J., Asnaani, J., De Mooy, M., Ferguson, J., Gingrich, M., Grannis, S., Heflin, E., Hohwald, A., Miri, A., Rudin, R. S., Schulten, C. & Viola, A., Jul 1 2018, In : Journal of the American Health Information Management Association. 89, 7, p. 30-35 6 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)
Social Determinants of Health
Social Work
Referral and Consultation
Nutritionists
Information Storage and Retrieval
1 Citation (Scopus)

Automated linkage of patient records from disparate sources

Li, X., Xu, H., Shen, C. & Grannis, S., Jan 1 2018, In : Statistical Methods in Medical Research. 27, 1, p. 172-184 13 p.

Research output: Contribution to journalArticle

Linkage
Data Quality
Record Linkage
Matching Algorithm
False Positive
7 Citations (Scopus)

The effects of state rules on opioid prescribing in Indiana

Al Achkar, M., Grannis, S., Revere, D., MacKie, P., Howard, M. & Gupta, S., Jan 18 2018, In : BMC Health Services Research. 18, 1, 29.

Research output: Contribution to journalArticle

Opioid Analgesics
Prescriptions
Emergencies
Morphine
Prescription Drugs
2017
1 Citation (Scopus)

An incremental adoption pathway for developing precision medicine based healthcare infrastructure for underserved settings

Kasthurirathne, S. N., Biondich, P., Mamlin, B. W., Cullen, T. A. & Grannis, S., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, p. 442-446 5 p. (Studies in Health Technology and Informatics; vol. 245).

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

Precision Medicine
Medicine
Delivery of Health Care
Information Storage and Retrieval
Health care
3 Citations (Scopus)

Completeness and timeliness of notifiable disease reporting: A comparison of laboratory and provider reports submitted to a large county health department

Dixon, B., Zhang, Z., Lai, P. T. S., Kirbiyik, U., Williams, J., Hills, R., Revere, D., Gibson, P. J. & Grannis, S., Jun 23 2017, In : BMC Medical Informatics and Decision Making. 17, 1, 87.

Research output: Contribution to journalArticle

Health
Telefacsimile
Hospital Laboratories
Clinical Laboratory Techniques
Information Storage and Retrieval

Discriminative boosted Bayes networks for learning multiple cardiovascular procedures

Ramanan, N., Yang, S., Grannis, S. & Natarajan, S., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 870-873 4 p.

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

Health
Learning
Electronic Health Records
Bayesian networks
Electrocardiography
4 Citations (Scopus)

Exploring perceptions and experiences of patients who have chronic pain as state prescription opioid policies change: a qualitative study in Indiana

Al Achkar, M., Revere, D., Dennis, B., MacKie, P., Gupta, S. & Grannis, S., Nov 12 2017, In : BMJ Open. 7, 11, p. e015083

Research output: Contribution to journalArticle

Chronic Pain
Opioid Analgesics
Prescriptions
Pain Management
Legislation

Modeling heart procedures from EHRs: An application of exponential families

Yang, S., Hadiji, F., Kersting, K., Grannis, S. & Natarajan, S., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 491-497 7 p.

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

Electronic Health Records
Health
Poisson Distribution
Poisson distribution
Angioplasty
2 Citations (Scopus)

Notifiable condition reporting practices: Implications for public health agency participation in a health information exchange

Revere, D., Hills, R. H., Dixon, B., Gibson, P. J. & Grannis, S., Mar 11 2017, In : BMC Public Health. 17, 1, 247.

Research output: Contribution to journalArticle

Public Health Practice
Public Health
Workflow
Electronic Health Records
Interviews
1 Citation (Scopus)

The building blocks of inter-operability: A multisite analysis of patient demographic attributes available for matching

Culbertson, A., Goel, S., Madden, M. B., Safaeinili, N., Jackson, K. L., Carton, T., Waitman, R., Liu, M., Krishnamurthy, A., Hall, L., Cappella, N., Visweswaran, S., Becich, M. J., Applegate, R., Bernstam, E., Rothman, R., Matheny, M., Lipori, G., Bian, J., Hogan, W. & 7 others, Bell, D., Martin, A., Grannis, S., Klann, J., Sutphen, R., O’Hara, A. B. & Kho, A., 2017, In : Applied Clinical Informatics. 8, 2, p. 322-336 15 p.

Research output: Contribution to journalArticle

Interoperability
Demography
Availability
Names
Electronic mail
6 Citations (Scopus)

Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data

Kasthurirathne, S. N., Dixon, B., Gichoya, J., Xu, H., Xia, Y., Mamlin, B. & Grannis, S., May 1 2017, In : Journal of Biomedical Informatics. 69, p. 160-176 17 p.

Research output: Contribution to journalArticle

Medical Dictionaries
Public health
Glossaries
Public Health
Neoplasms
10 Citations (Scopus)
Social Determinants of Health
Information Storage and Retrieval
Health Services Needs and Demand
Health Services
Primary Health Care
2016
2 Citations (Scopus)

A comparison between physicians and computer algorithms for form CMS-2728 data reporting

Malas, M. S., Wish, J., Moorthi, R., Grannis, S., Dexter, P., Duke, J. & Moe, S., 2016, (Accepted/In press) In : Hemodialysis International.

Research output: Contribution to journalArticle

Research Design
Comorbidity
Physicians
Chronic Kidney Failure
Mortality
7 Citations (Scopus)
Emergency Medical Services
Hospital Emergency Service
ROC Curve
Logistic Models
Case Management
3 Citations (Scopus)

Client Registries: Identifying and Linking Patients

McFarlane, T. D., Dixon, B. & Grannis, S., Feb 11 2016, Health Information Exchange: Navigating and Managing a Network of Health Information Systems. Elsevier Inc., p. 163-182 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Registries
Organizations
Telemedicine
Demography
Delivery of Health Care
5 Citations (Scopus)
Medical Informatics
Health
Health Information Systems
Population
Organizations
1 Citation (Scopus)

The Evolving Health Information Infrastructure

Broyles, D., Dixon, B., Crichton, R., Biondich, P. & Grannis, S., Feb 11 2016, Health Information Exchange: Navigating and Managing a Network of Health Information Systems. Elsevier Inc., p. 107-122 16 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Health
Terminology
Information Systems
Health Status
Organizations
7 Citations (Scopus)
Public health
Glossaries
Feature extraction
Public Health
Pathology
2015
10 Citations (Scopus)
Health Manpower
Informatics
Public Health
Public Health Informatics
Technology
2 Citations (Scopus)

Evaluating Methods for Identifying Cancer in Free-Text Pathology Reports Using Various Machine Learning and Data Preprocessing Approaches

Kasthurirathne, S. N., Dixon, B. & Grannis, S., 2015, Studies in Health Technology and Informatics. IOS Press, Vol. 216. p. 1070 1 p. (Studies in Health Technology and Informatics; vol. 216).

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

Pathology
Learning systems
Glossaries
Neoplasms
Machine Learning
2014
5 Citations (Scopus)

A Bayesian spatio-temporal approach for real-time detection of disease outbreaks: a case study

Zou, J., Karr, A. F., Datta, G., Lynch, J. & Grannis, S., 2014, In : BMC Medical Informatics and Decision Making. 14, p. 108 1 p.

Research output: Contribution to journalArticle

Disease Outbreaks
Public Health Surveillance
Public Health
Uncertainty
Computer Security
3 Citations (Scopus)
Markov Chains
Music
Global Health
Health Information Exchange
Patient Care
8 Citations (Scopus)

A ride in the time machine: Information management capabilities health departments will need

Foldy, S., Grannis, S., Ross, D. & Smith, T., 2014, In : American Journal of Public Health. 104, 9, p. 1592-1600 9 p.

Research output: Contribution to journalArticle

Health Information Management
Health
Medical Informatics
Information Management
Health Care Reform
4 Citations (Scopus)

Evaluating latent class models with conditional dependence in record linkage

Daggy, J., Xu, H., Hui, S. & Grannis, S., 2014, In : Statistics in Medicine. 33, 24, p. 4250-4265 16 p.

Research output: Contribution to journalArticle

Record Linkage
Latent Class Model
Log-linear Models
Conditional Independence
Misclassification Rate
3 Citations (Scopus)

Optimal two-phase sampling design for comparing accuracies of two binary classification rules

Xu, H., Hui, S. & Grannis, S., Feb 10 2014, In : Statistics in Medicine. 33, 3, p. 500-513 14 p.

Research output: Contribution to journalArticle

Two-phase Sampling
Binary Classification
Sampling Design
Classification Rules
Record Linkage
4 Citations (Scopus)

Regenstrief Medical Informatics. Experiences with Clinical Decision Support Systems.

Biondich, P., Dixon, B., Duke, J., Mamlin, B., Grannis, S., Takesue, B., Downs, S. & Tierney, W., May 2014, Clinical Decision Support: The Road to Broad Adoption: Second Edition. Elsevier Inc., p. 165-187 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Clinical Decision Support Systems
Medical Informatics
Decision support systems
Health care
Medical Records
29 Citations (Scopus)
Medical Informatics
Public health
Semantics
Interoperability
Public Health
2013
5 Citations (Scopus)
imidazole mustard
Software
Delivery of Health Care
Registries
Health
12 Citations (Scopus)

A vision for the systematic monitoring and improvement of the quality of electronic health data

Dixon, B., Rosenman, M., Xia, Y. & Grannis, S., 2013, Studies in Health Technology and Informatics. 1-2 ed. Vol. 192. p. 884-888 5 p.

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

Quality Improvement
Health
Monitoring
Delivery of Health Care
Health care
19 Citations (Scopus)

Electronic health information quality challenges and interventions to improve public health surveillance data and practice

Dixon, B., Siegel, J. A., Oemig, T. V. & Grannis, S., Nov 2013, In : Public Health Reports. 128, 6, p. 546-553 8 p.

Research output: Contribution to journalArticle

Public Health Surveillance
Public Health Practice
Information Systems
Health
Public Health
11 Citations (Scopus)
Public Health Surveillance
Electronic Health Records
Infection
Public Health
Health Information Exchange
13 Citations (Scopus)
Workflow
Information Dissemination
Public Health
Research
Communicable Diseases
7 Citations (Scopus)
Public Health
Communication
Expert Systems
Workflow
Electronic Health Records
2 Citations (Scopus)
Public Health Surveillance
Informatics
Public Health
Chlamydia
Information Systems
2012
5 Citations (Scopus)
Public Health
Organizations
Delivery of Health Care
Medical Informatics
Information Dissemination
5 Citations (Scopus)
Clinical Decision Support Systems
Immunization
Decision support systems
Vaccines
Nurses
7 Citations (Scopus)
Logical Observation Identifiers Names and Codes
Public Health
Vocabulary
2011
42 Citations (Scopus)
Emergency Medical Services
Hospital Emergency Service
Delivery of Health Care
Public Health Surveillance
Computer Systems
36 Citations (Scopus)
Public Health
Clinical Laboratory Information Systems
Demography
Health
Health Information Exchange
35 Citations (Scopus)

Incorporating geospatial capacity within clinical data systems to address social determinants of health

Comer, K. F., Grannis, S., Dixon, B., Bodenhamer, D. J. & Wiehe, S., 2011, In : Public Health Reports. 126, SUPPL. 3, p. 54-61 8 p.

Research output: Contribution to journalArticle

Social Determinants of Health
Information Systems
Electronic Health Records
Public Health Informatics
Health
9 Citations (Scopus)

Practical challenges in the secondary use of real-world data: the notifiable condition detector.

Fidahussein, M., Friedlin, J. & Grannis, S., 2011, In : AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2011, p. 402-408 7 p.

Research output: Contribution to journalArticle

Logical Observation Identifiers Names and Codes
Systematized Nomenclature of Medicine
Methicillin-Resistant Staphylococcus aureus
Human Influenza
Names
2010
3 Citations (Scopus)
Logical Observation Identifiers Names and Codes
Controlled Vocabulary
Informatics
Centers for Disease Control and Prevention (U.S.)
Public Health