Predicting risk of complications following a drug eluting stent procedure: A SVM approach for imbalanced data. - Ramkiran Gouripeddi; Vineeth Nallure Balasubramanian; Sethuraman Panchanathan; Jenni Harris; Ambika Bhaskaran; Robert M. Siegel (CBMS, 2009)

Federating Clinical Data from Six Pediatric Hospitals: Process and Initial Results for Microbiology from the PHIS+ Consortium. - Ramkiran Gouripeddi; Phillip B. Warner; Peter Mo; Scott P. Narus; James E. Levin; Ron Keren; Rajendu Srivastava; Samir Shah; Joyce A. Mitchell; David de Regt; Eric S. Kirkendall; Kent Korgenski; et al. (AMIA, 2012)

Federating Clinical and Biospecimen Data Using FURTHeR. - Randy Madsen; Richard L. Bradshaw; Nicholas Schultz; Ryan Butcher; Ramkiran Gouripeddi; Nathan C. Hulse; Scott P. Narus; Marc Jackson; Joyce A. Mitchell (AMIA, 2012)

Going FURTHeR with Three Federated Query Types. - Richard L. Bradshaw; N. Dustin Schultz; Julio C. Facelli; Randy Madsen; Ramkiran Gouripeddi; Ryan Butcher; Bernie LaSalle (AMIA, 2013)

Using Primitive Role Relationships in SNOMED to Enhance Concept Searching by Limiting Semantic Variability in FURTHeR. - Ryan Butcher; Ramkiran Gouripeddi; Randy Madsen; Julio C. Facelli (AMIA, 2013)

FURTHeR: An Infrastructure for Clinical, Translational and Comparative Effectiveness Research. - Ramkiran Gouripeddi; Julio C. Facelli; Richard L. Bradshaw; Dustin Schultz; Bernie LaSalle; Phillip B. Warner; Ryan Butcher; Randy Madsen; Peter Mo (AMIA, 2013)

Knowledge Driven Inclusion and Exclusion Criteria Refinement within the FURTHeR Framework. - Randy Madsen; Richard L. Bradshaw; N. Dustin Schultz; Ryan Butcher; Ramkiran Gouripeddi; Joyce A. Mitchell; Julio C. Facelli (AMIA, 2013)

Pediatric Acute Appendicitis Treatment Devices Automatic Extraction from Diagnostic Imaging Reports in a Multi-Institutional Clinical Repository. - Stéphane M. Meystre; Ramkiran Gouripeddi; Abhisek Trivedi; Shawn Rangel (AMIA, 2013)

Federating caTissue with FURTHeR. - Peter Mo; Randy Madsen; Richard L. Bradshaw; N. Dustin Schultz; Ryan Butcher; Bernie LaSalle; Ramkiran Gouripeddi; Julio C. Facelli (AMIA, 2013)

Creating a Secure, Easily Accessible Environment for PHI Data Exports within FURTHeR utilizing REDCap. - Dustin Schultz; Bernie LaSalle; Shan He 004; Ramkiran Gouripeddi; Ryan Butcher; Julio C. Facelli (AMIA, 2013)

On the Fly Linkage of Records Containing Protected Health Information (PHI) Within the FURTHeR Framework. - Phillip B. Warner; Peter Mo; N. Dustin Schultz; Ramkiran Gouripeddi; Scott P. Narus; Julio C. Facelli (AMIA, 2013)

A Service Oriented Framework to Assess the Quality of Electronic Health Data for Clinical Research. - Naresh Sundar Rajan; Ramkiran Gouripeddi; Julio C. Facelli (ICHI, 2013)

Federating Air Quality Data with Clinical Data. - Ramkiran Gouripeddi; Naresh Sundar Rajan; Randy Madsen; Phillip B. Warner; Julio C. Facelli (AMIA, 2014)

VIRGO: Virtual Identity Resolution on the Go. - Phillip B. Warner; Peter Mo; N. Dustin Schultz; Ramkiran Gouripeddi; Jeffrey Duncan; Julio C. Facelli (ICHI, 2014)

Dietary Management Software for Chronic Kidney Disease: Current Status and Open Issues. - Xiaorui Chen; Maureen A. Murtaugh; Corinna Koebnick; Srinivasan Beddhu; Jennifer H. Garvin; Mike Conway; Younghee Lee; Ramkiran Gouripeddi; Gang Luo 001 (HIS, 2016)

A Conceptual Representation of Exposome in Translational Research. - Ramkiran Gouripeddi; Nicole Burnett; Mollie R. Cummins; Julio C. Facelli; Katherine A. Sward (AMIA, 2017)

Methods for examining data quality in healthcare integrated data repositories. - Vojtech Huser; Michael G. Kahn; Jeffrey S. Brown; Ramkiran Gouripeddi (PSB, 2018)

Assimilating Pollen into Exposomes for Pediatric Asthma Research. - Ramkiran Gouripeddi; Le-Thuy T. Tran; Tanvi Gangadhar; Randy K. Madsen; Julio C. Facelli; Katherine A. Sward (AMIA, 2019)

An Architecture for Metadata-driven Integration of Heterogeneous Sensor and Health Data for Translational Exposomic Research. - Ramkiran Gouripeddi; Le-Thuy T. Tran; Randy Madsen; Tanvi Gangadhar; Peter Mo; Nicole Burnett; Ryan Butcher; Katherine A. Sward; Julio C. Facelli (BHI, 2019)

Concept Bag: A New Method for Computing Concept Similarity in Biomedical Data. - Richard L. Bradshaw; Ramkiran Gouripeddi; Julio C. Facelli (IWBBIO (2), 2019)

Toward Machine Learning and Big Data Approaches for Learning Analytics. - Prasanth Sai Gouripeddi; Ramkiran Gouripeddi; Sai Preeti Gouripeddi (T4E, 2019)

An Architecture to Support Real-World Studies that Investigate the Autonomic Nervous System. - Danielle Groat; Ramkiran Gouripeddi; Randy Madsen; Yu Kuei Lin; Julio C. Facelli (Poly/DMAH@VLDB, 2019)

Towards a content agnostic computable knowledge repository for data quality assessment. - Naresh Sundar Rajan; Ramkiran Gouripeddi; Peter Mo; Randy Madsen; Julio C. Facelli (Comput. Methods Programs Biomed., 2019)

Generation and Classification of Activity Sequences for Spatiotemporal Modeling of Human Populations. - Albert M. Lund; Ramkiran Gouripeddi; Julio C. Facelli (CoRR, 2019)

A Harmonized Framework to Evaluate Impacts of ECHO Pain and Opioid Training on Patients and Clinicians. - Le-Thuy T. Tran; Ramkiran Gouripeddi; Julio C. Facelli (AMIA, 2020)

Human activity pattern implications for modeling SARS-CoV-2 transmission. - Yulan Wang; Bernard Li; Ramkiran Gouripeddi; Julio C. Facelli (Comput. Methods Programs Biomed., 2021)

EHR-based cohort assessment for multicenter RCTs: a fast and flexible model for identifying potential study sites. - Sarah J. Nelson; Bethany Drury; Daniel Hood; Jeremy Harper; Tiffany Bernard; Chunhua Weng; Nan Kennedy; Bernard LaSalle; Ramkiran Gouripeddi; Consuelo H. Wilkins; Paul A. Harris (J. Am. Medical Informatics Assoc., 2022)

Structural Homology of Epitope Binding Mimicry in the Onset of Type 1 Diabetes Mellitus. - Ryan Gardner; Joshua Wilkins; Sejal Mistry; Ramkiran Gouripeddi; Julio C. Facelli (BIBM, 2023)

Environmental exposures in machine learning and data mining approaches to diabetes etiology: A scoping review. - Sejal Mistry; Naomi O. Riches; Ramkiran Gouripeddi; Julio C. Facelli (Artif. Intell. Medicine, 2023)

Sequential data mining of infection patterns as predictors for onset of type 1 diabetes in genetically at-risk individuals. - Sejal Mistry; Ramkiran Gouripeddi; Vandana Raman; Julio C. Facelli (J. Biomed. Informatics, 2023)

Diagnostic Modeling to Identify Unrecognized Inpatient Hypercapnia Using Health Record Data. - Brian W. Locke; W. Wayne Richards; Jeanette P. Brown; Wanting Cui; Joseph Finkelstein; Krishna M. Sundar; Ramkiran Gouripeddi (AIME (1), 2024)