Suranga Nath Kasthurirathne

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 17

Top Topics

Matching Accuracy

Machine Learning

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Agrayan K. Gupta, Suranga Nath Kasthurirathne, Huiping Xu, Xiaochun Li, Matthew M. Ruppert, Christopher A. Harle, Shaun J. Grannis
A framework for a consistent and reproducible evaluation of manual review for patient matching algorithms. J. Am. Medical Informatics Assoc. 29 (12) (2022)
Shaun J. Grannis, Jennifer L. Williams, Suranga Nath Kasthurirathne, Molly Murray, Huiping Xu
Evaluation of real-world referential and probabilistic patient matching to advance patient identification strategy. J. Am. Medical Informatics Assoc. 29 (8) (2022)
Shaun J. Grannis, Abel N. Kho, Jasmin Phua, Suranga Nath Kasthurirathne
Evaluation of Token Collections and Matching Models to Support Privacy-Preserving Record Linkage (PPRL). AMIA (2021)
Katie Allen, Daniel Hood, Jonathan Cummins, Suranga Nath Kasthurirathne, Peter J. Embí, Joshua R. Vest
Extracting Social Variables from Clinical Documentation to Better Facilitate Response to Patient Need. AMIA (2021)
Shaun J. Grannis, Xiaochun Li, Huiping Xu, Toan C. Ong, Michael G. Kahn, Lauren R. Lembcke, Suranga Nath Kasthurirathne
Novel Application of Data Quality Metrics to Tailor Standardization of Patient Matching Fields. AMIA (2020)
Shaun J. Grannis, Huiping Xu, Joshua R. Vest, Suranga Nath Kasthurirathne, Na Bo, Ben Moscovitch, Rita Torkzadeh, Josh Rising
Evaluating the effect of data standardization and validation on patient matching accuracy. J. Am. Medical Informatics Assoc. 26 (5) (2019)
Gregory P. Dexter, Shaun J. Grannis, Suranga Nath Kasthurirathne
Comparison of Free-Text Synthetic Data Produced by Three Generative Adversarial Networks for Collaborative Health Data Analytics. AMIA (2019)
Suranga Nath Kasthurirathne, Gregory Dexter, Shaun J. Grannis
An Adversorial Approach to Enable Re-Use of Machine Learning Models and Collaborative Research Efforts Using Synthetic Unstructured Free-Text Medical Data. MedInfo (2019)
Suranga Nath Kasthurirathne, Joshua R. Vest, Nir Menachemi, Paul K. Halverson, Shaun J. Grannis
Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services. J. Am. Medical Informatics Assoc. 25 (1) (2018)
Suranga Nath Kasthurirathne, Joshua R. Vest, Nir Menachemi, Paul K. Halverson, Shaun J. Grannis
Response 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. Medical Informatics Assoc. 25 (8) (2018)
Matthias Kochmann, Jiachen Wang, Brian E. Dixon, Suranga Nath Kasthurirathne, Shaun J. Grannis
Evaluation of Text Mining Methods to Support Reporting Public Health Notifiable Diseases Using Real-World Clinical Data. AMIA (2017)
Suranga Nath Kasthurirathne, Brian E. Dixon, Judy Gichoya, Huiping Xu, Yuni Xia, Burke W. Mamlin, Shaun J. Grannis
Toward 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. Informatics 69 (2017)
Suranga Nath Kasthurirathne, Burke W. Mamlin, Saptarshi Purkayastha, Theresa Cullen
Overcoming the Maternal Care Crisis: How Can Lessons Learnt in Global Health Informatics Address US Maternal Health Outcomes? AMIA (2017)
Theresa A. Cullen, Suranga Nath Kasthurirathne, Jenna M. Norton, Andrew S. Narva
Personalizing Longitudinal Care Coordination for Patients with Chronic Kidney Disease. MedInfo (2017)
Suranga Nath Kasthurirathne, Paul G. Biondich, Burke W. Mamlin, Theresa A. Cullen, Shaun J. Grannis
An Incremental Adoption Pathway for Developing Precision Medicine Based Healthcare Infrastructure for Underserved Settings. MedInfo (2017)
Josette F. Jones, Huanmei Wu, Jay S. Patel, Suranga Nath Kasthurirathne, Sunanda Mukherjee
An Evaluation of Activity Trackers for Monitoring Parkinson's Disease Patient Outcomes. AMIA (2016)
Suranga Nath Kasthurirathne, Brian E. Dixon, Judy Gichoya, Huiping Xu, Yuni Xia, Burke W. Mamlin, Shaun J. Grannis
Toward 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. Informatics 60 (2016)
Suranga Nath Kasthurirathne, Burke W. Mamlin, Harsha Kumara, Grahame Grieve, Paul G. Biondich
Enabling Better Interoperability for HealthCare: Lessons in Developing a Standards Based Application Programing Interface for Electronic Medical Record Systems. J. Medical Syst. 39 (11) (2015)
Suranga Nath Kasthurirathne, Burke W. Mamlin, Grahame Grieve, Paul G. Biondich
Towards Standardized Patient Data Exchange: Integrating a FHIR Based API for the Open Medical Record System. MedInfo (2015)
Uzay Kirbiyik, Patrick Lai, Brian E. Dixon, Shaun J. Grannis, Suranga Nath Kasthurirathne
Evaluating the Accuracy of Automated Notifiable Condition Detection in Free-Text Electronic Laboratory Report Results Using Contemporary Text Mining and Machine Learning Methods. AMIA (2015)
Suranga Nath Kasthurirathne, Brian E. Dixon, Shaun J. Grannis
Evaluating Methods for Identifying Cancer in Free-Text Pathology Reports Using Various Machine Learning and Data Preprocessing Approaches. MedInfo (2015)
Suranga Nath Kasthurirathne, Harsha Kumara, Burke W. Mamlin, Paul G. Biondich
OpenMRS and FHIR: The Promise of a Domain Independent API for serving Healthcare Needs Across Underserved Settings. AMIA (2015)
Suranga Nath Kasthurirathne
The Regenstrief global health informatics group: Indianapolis, Indiana. XRDS 21 (2) (2014)
Suranga Nath Kasthurirathne
Designing and developing an open source medical informatics module. XRDS 19 (2) (2012)