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Author Details

Suranga N Kasthurirathne
Center for Biomedical Informatics, Regenstrief Institute
2015
25
8
PMIDPaper TitleJournal TitlePublished Year
34106026Choice of measurement approach for area-level social determinants of health and risk prediction model performance.Inform Health Soc Care2022
36305781A framework for a consistent and reproducible evaluation of manual review for patient matching algorithms.J Am Med Inform Assoc2022
33471465Using natural language processing to classify social work interventions.Am J Manag Care2021
34581671Predicting COVID-19-Related Health Care Resource Utilization Across a Statewide Patient Population: Model Development Study.J Med Internet Res2021
34457148Generative Adversarial Networks for Creating Synthetic Free-Text Medical Data: A Proposal for Collaborative Research and Re-use of Machine Learning Models.AMIA Jt Summits Transl Sci Proc2021
34156964Evaluation of a Parsimonious COVID-19 Outbreak Prediction Model: Heuristic Modeling Approach Using Publicly Available Data Sets.J Med Internet Res2021
32479414Precision Health-Enabled Machine Learning to Identify Need for Wraparound Social Services Using Patient- and Population-Level Data Sets: Algorithm Development and Validation.JMIR Med Inform2020
31910437Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network.PLoS One2020
32477634Generalization of Machine Learning Approaches to Identify Notifiable Conditions from a Statewide Health Information Exchange.AMIA Jt Summits Transl Sci Proc2020
30848796Evaluating the effect of data standardization and validation on patient matching accuracy.J Am Med Inform Assoc2019
31438206An Adversorial Approach to Enable Re-Use of Machine Learning Models and Collaborative Research Efforts Using Synthetic Unstructured Free-Text Medical Data.Stud Health Technol Inform2019
31259019Machine Learning Approaches to Identify Nicknames from A Statewide Health Information Exchange.AMIA Jt Summits Transl Sci Proc2019
31333196Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach.J Med Internet Res2019
30772150Impact of Risk Stratification on Referrals and Uptake of Wraparound Services That Address Social Determinants: A Stepped Wedged Trial.Am J Prev Med2019
29177457Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services.J Am Med Inform Assoc2018
29854171Overcoming the Maternal Care Crisis: How Can Lessons Learnt in Global Health Informatics Address US Maternal Health Outcomes?AMIA Annu Symp Proc2018
29878126Response to letter to the Editor on "Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services".J Am Med Inform Assoc2018
29295133An Incremental Adoption Pathway for Developing Precision Medicine Based Healthcare Infrastructure for Underserved Settings.Stud Health Technol Inform2017
28410983Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data.J Biomed Inform2017
28144679Leveraging the Value of Human Relationships to Improve Health Outcomes. Lessons learned from the OpenMRS Electronic Health Record System.Appl Clin Inform2017
29295433Personalizing Longitudinal Care Coordination for Patients with Chronic Kidney Disease.Stud Health Technol Inform2017
26826453Toward better public health reporting using existing off the shelf approaches: A comparison of alternative cancer detection approaches using plaintext medical data and non-dictionary based feature selection.J Biomed Inform2016
26446013Enabling Better Interoperability for HealthCare: Lessons in Developing a Standards Based Application Programing Interface for Electronic Medical Record Systems.J Med Syst2015
26262234Towards Standardized Patient Data Exchange: Integrating a FHIR Based API for the Open Medical Record System.Stud Health Technol Inform2015
26262369Evaluating Methods for Identifying Cancer in Free-Text Pathology Reports Using Various Machine Learning and Data Preprocessing Approaches.Stud Health Technol Inform2015
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Collaborators

Shaun J Grannis
Center for Biomedical Informatics, Regenstrief Institute
Co-authored papers 17
Theresa Cullen
Regenstrief Institute and Indiana University School of Medicine
Co-authored papers 4
Judy Wawira Gichoya
Emory University
Co-authored papers 2
Saptarshi Purkayastha
Indiana University-Purdue University Indianapolis
Co-authored papers 2
Christian Reich
OHDSI Center at The Roux Institute, Northeastern University
Co-authored papers 1
Qing Jiang
Sun Yat-Sen University
Co-authored papers 1
Yuhui Zou
First Hospital of China Medical University
Co-authored papers 1
Nigam H Shah
Stanford University
Co-authored papers 1
Thomas Falconer
Columbia University
Co-authored papers 1
Jenna M Reps
Erasmus University Medical Center
Co-authored papers 1
Ruijun Chen
USA Tempus Labs Inc.
Co-authored papers 1
Josh Rising
University of California-San Francisco
Co-authored papers 1
Yi Zhou
Zhongshan School of Medicine, Sun Yat-Sen University
Co-authored papers 1
Patrick B Ryan
Columbia University Irving Medical Center
Co-authored papers 1
Mui Van Zandt
Co-authored papers 1
Margarita Fernandez-Chas
King's College London
Co-authored papers 1
Stephen R Pfohl
Stanford University
Co-authored papers 1
Matthew M Ruppert
Intelligent Clinical Care Center, University of Florida
Co-authored papers 1
Jiaping Zheng
College of Information and Computer Sciences, University of Massachusetts Amherst
Co-authored papers 1
Erica A Voss
Erasmus University Medical Center
Co-authored papers 1
Ross D Williams
Erasmus University Medical Center
Co-authored papers 1
Henry Morgan Stewart
Co-authored papers 1
Kristin Feeney Kostka
Co-authored papers 1
Qiong Wang
The Third Affiliated Hospital of Guangzhou Medical University
Co-authored papers 1
Gowtham A Rao
Janssen Pharmaceutical Research and Development LLC
Co-authored papers 1
Rohit Vashisht
University of California san francisco
Co-authored papers 1
Christopher A Harle
Richard M. Fairbanks School of Public Health, Indiana University
Co-authored papers 1
Seng Chan You
Yonsei University College of Medicine
Co-authored papers 1
Andrew E Williams
Tufts, Tufts Medical Center
Co-authored papers 1
Peter R Rijnbeek
Erasmus University Medical Center
Co-authored papers 1
Release 1.2