16 Publications
2021
Evaluation of a Parsimonious COVID-19 Outbreak Prediction Model: Heuristic Modeling Approach Using Publicly Available Data Sets
Gupta, Agrayan K⋅Gupta, Agrayan K⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Kasthurirathne, Suranga N and Kasthurirathne, Suranga N
Journal of Medical Internet Research, vol. 23, (no. 7), Jul 2021. | Journal Article
2020
Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network
Wang, Qiong⋅Wang, Qiong⋅Reps, Jenna M⋅Reps, Jenna M⋅Ryan, Patrick B⋅Ryan, Patrick B⋅Zou, Yuhui⋅Zou, Yuhui⋅Voss, Erica A⋅Voss, Erica A⋅Rijnbeek, Peter R⋅Rijnbeek, Peter R⋅Chen, RuiJun⋅Chen, RuiJun⋅Rao, Gowtham A⋅Rao, Gowtham A⋅Williams, Andrew E⋅Williams, Andrew E⋅Williams, Ross D⋅Williams, Ross D⋅Falconer, Thomas⋅Falconer, Thomas⋅Fernandez-Chas, Margarita⋅Fernandez-Chas, Margarita⋅Vashisht, Rohit⋅Vashisht, Rohit⋅Pfohl, Stephen R⋅Pfohl, Stephen R⋅Shah, Nigam H⋅Shah, Nigam H⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Jiang, Qing⋅Jiang, Qing⋅Reich, Christian⋅Reich, Christian⋅Zhou, Yi and Zhou, Yi
PLoS One, vol. 15, (no. 1), Jan 2020. | Journal Article
2019
An Adversorial Approach to Enable Re-Use of Machine Learning Models and Collaborative Research Efforts Using Synthetic Unstructured Free-Text Medical Data
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Dexter, Gregory⋅Dexter, Gregory⋅Dexter, Gregory⋅Grannis, Shaun J⋅Grannis, Shaun J and Grannis, Shaun J
Studies in health technology and informatics, vol. 264, pp. 1510, 2019-Aug-21. | Journal Article
 
Identification of Patients in Need of Advanced Care for Depression Using Data Extracted From a Statewide Health Information Exchange: A Machine Learning Approach
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga⋅Kasthurirathne, Suranga N⋅Biondich, Paul G⋅Biondich, Paul G⋅Biondich, Paul G⋅Biondich, Paul⋅Biondich, Paul G⋅Biondich, Paul G⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Purkayastha, Saptarshi⋅Purkayastha, Saptarshi⋅Purkayastha, Saptarshi⋅Purkayastha, Saptarshi⋅Purkayastha, Saptarshi⋅Purkayastha, Saptarshi⋅Vest, Joshua⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Jones, Josette F⋅Jones, Josette F⋅Jones, Josette F⋅Jones, Josette F⋅Jones, Josette and Jones, Josette F
Journal of medical Internet research, vol. 21, (no. 7), pp. e13809, 2019-07-22. | Journal Article
 
Machine Learning Approaches to Identify Nicknames from A Statewide Health Information Exchange
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Grannis, Shaun J and Grannis, Shaun J
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, vol. 2019, pp. 647, 2019-00-00. | Journal Article
 
Use of Patient and Population-Level Datasets to Identify Need of Wraparound Social Services: A Precision Health Enabled Machine Learning Approach (Preprint)
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Grannis, Shaun⋅Grannis, Shaun⋅Grannis, Shaun⋅Grannis, Shaun⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Morea, Justin⋅Morea, Justin⋅Morea, Justin⋅Morea, Justin⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R and Vest, Joshua R
JMIR Medical Informatics, 2019-09-08. | Journal Article
2018
Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J and Grannis, Shaun J
Journal of the American Medical Informatics Association, vol. 25, (no. 1), pp. 53, 20180101. | Journal Article
 
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"
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Vest, Joshua R⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Menachemi, Nir⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Halverson, Paul K⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J and Grannis, Shaun J
Journal of the American Medical Informatics Association : JAMIA, vol. 25, (no. 8), pp. 1108, 2018-08-01. | Journal Article
2017
Leveraging the Value of Human Relationships to Improve Health Outcomes. Lessons learned from the OpenMRS Electronic Health Record System
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Mamlin, Burke W⋅Mamlin, Burke W⋅Mamlin, Burke W⋅Cullen, Theresa⋅Cullen, Theresa and Cullen, Theresa
Applied clinical informatics, vol. 8, (no. 1), pp. 121, 2017-Feb-01. | Journal Article
 
Overcoming the Maternal Care Crisis: How Can Lessons Learnt in Global Health Informatics Address US Maternal Health Outcomes?
Kasthurirathne, S.N.⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Mamlin, Burke W⋅Mamlin, B.W.⋅Mamlin, Burke W⋅Mamlin, Burke W⋅Purkayastha, S.⋅Purkayastha, Saptarshi⋅Purkayastha, Saptarshi⋅Purkayastha, Saptarshi⋅Cullen, Theresa⋅Cullen, T.⋅Cullen, Theresa and Cullen, Theresa
AMIA ... Annual Symposium proceedings. AMIA Symposium, vol. 2017, pp. 1043, 2017-00-00. | Journal Article
 
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, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Dixon, Brian E⋅Dixon, Brian E⋅Dixon, Brian E⋅Dixon, Brian E⋅Dixon, Brian E⋅Dixon, Brian E⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J and Grannis, Shaun J
Journal of Biomedical Informatics, vol. 69, pp. 176, May 2017. | Journal Article
2016
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
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N.⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Dixon, Brian⋅Kasthurirathne, Suranga N⋅Dixon, Brian E⋅Dixon, Brian E.⋅Dixon, Brian E⋅Dixon, Brian E⋅Dixon, Brian E⋅Dixon, Brian E⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Gichoya, Judy⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xu, Huiping⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Xia, Yuni⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Grannis, Shaun J⋅Grannis, Shaun J⋅Grannis, Shaun J.⋅Grannis, Shaun J⋅Grannis, Shaun J and Grannis, Shaun J
Journal of Biomedical Informatics, vol. 60, pp. 152, April 2016. | Journal Article
2015
Enabling Better Interoperability for HealthCare: Lessons in Developing a Standards Based Application Programing Interface for Electronic Medical Record Systems
Kasthurirathne, Suranga⋅Kasthurirathne, Suranga⋅Kasthurirathne, Suranga⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Kumara, Harsha⋅Kumara, Harsha⋅Kumara, Harsha⋅Grieve, Grahame⋅Grieve, Grahame⋅Grieve, Grahame⋅Biondich, Paul⋅Biondich, Paul and Biondich, Paul
Journal of Medical Systems, vol. 39, (no. 11), pp. 8, 20151100. | Journal Article
 
Evaluating Methods for Identifying Cancer in Free-Text Pathology Reports Using Various Machine Learning and Data Preprocessing Approaches
Kasthurirathne, Suranga Nath⋅Kasthurirathne, Suranga Nath⋅Kasthurirathne, Suranga Nath⋅Dixon, Brian E⋅Dixon, Brian E⋅Dixon, Brian E⋅Grannis, Shaun J⋅Grannis, Shaun J and Grannis, Shaun J
Studies in health technology and informatics, vol. 216, pp. 1070, 2015-00-00. | Journal Article
 
Towards Standardized Patient Data Exchange: Integrating a FHIR Based API for the Open Medical Record System
Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Kasthurirathne, Suranga N⋅Mamlin, Burke⋅Mamlin, Burke⋅Mamlin, Burke⋅Grieve, Grahame⋅Grieve, Grahame⋅Grieve, Grahame⋅Biondich, Paul⋅Biondich, Paul and Biondich, Paul
Studies in health technology and informatics, vol. 216, pp. 932, 2015-00-00. | Journal Article
2012
Designing and developing an open source medical informatics module
Kasthurirathne, Suranga
XRDS: Crossroads, The ACM Magazine for Students, vol. 19, (no. 2), pp. 23, 12-01-2012. | Journal Article