Secondary Use of Patients' Electronic Records (SUPER): An Approach for Meeting Specific Data Needs of Clinical and Translational Researchers. - Evan Sholle; Joseph Kabariti; Stephen B. Johnson; John P. Leonard; Jyotishman Pathak; Vinay I. Varughese; Curtis L. Cole; Thomas R. Campion Jr. (AMIA, 2017)

Generalizable Middleware to Support Use of REDCap Dynamic Data Pull for Integrating Clinical and Research Data. - Thomas R. Campion Jr.; Evan Sholle; Marcos Davila (CRI, 2017)

Research Data Repositories: A Tailored Approach to Secondary Use of Electronic Health Record Data. - Evan Sholle; Rajesh K. Bollapragada; Thomas R. Campion Jr. (CRI, 2017)

Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes. - Prakash Adekkanattu; Evan Sholle; Joseph J. DeFerio; Jyotishman Pathak; Stephen B. Johnson; Thomas R. Campion Jr. (AMIA, 2018)

Methods for Integrating EHRs, Social Determinants of Health, and Built Environment Data for Patient-Centered Research. - Joseph J. DeFerio; Evan Sholle; Kathleen Lee; Jyotishman Pathak (AMIA, 2018)

Lessons Learned in the Development of a Computable Phenotype for Response in Myeloproliferative Neoplasms. - Evan Sholle; Spencer Krichevsky; Joseph Scandura; Claudia Sosner; Thomas R. Campion Jr. (ICHI, 2018)

A scalable method for supporting multiple patient cohort discovery projects using i2b2. - Evan Sholle; Marcos Davila; Joseph Kabariti; Julian Z. Schwartz; Vinay I. Varughese; Curtis L. Cole; Thomas R. Campion Jr. (J. Biomed. Informatics, 2018)

Validation of a Computable Phenotype for Site-Specific Cancer Treatment. - Evan Sholle; Orrin Belden; Jaclyn Rosenzweig; Jennifer Levine; Joseph Kabariti; Thomas R. Campion Jr.; Jyotishman Pathak (AMIA, 2019)

Automated Information Extraction to Support Response Assessment in Myeloproliferative Neoplasms. - Evan Sholle; Spencer Krichevsky; Sajjad Abedian; Prakash Adekkanattu; Diana Jaber; Niamh Savage; Joseph Scandura; Thomas R. Campion Jr. (AMIA, 2019)

Informatics approaches to collecting, analyzing, and addressing social determinants of health in healthcare. - Yiye Zhang; Evan Sholle; Marianne Sharko; Yongkang Zhang 004; Jessica S. Ancker (AMIA, 2019)

Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation. - Evan Sholle; Laura C. Pinheiro; Prakash Adekkanattu; Marcos Davila; Stephen B. Johnson; Jyotishman Pathak; Sanjai Sinha; Cassidie Li; Stasi A Lubansky; Monika M. Safford; Thomas R. Campion Jr. (J. Am. Medical Informatics Assoc., 2019)

Feasibility of Cross-Platform EHR-Driven Phenotyping Using Clinical Quality Language. - Pascal S. Brandt; Richard C. Kiefer; Jennifer A. Pacheco; Prakash Adekkanattu; Evan Sholle; Faraz S. Ahmad; Jie Xu 012; Zhenxing Xu; Jessica S. Ancker; Fei Wang 001; Yuan Luo 001; Guoqian Jiang; et al. (AMIA, 2020)

Weak Supervision to Classify Unstructured Clinical Text for Current Suicidal Ideation. - Marika M. Cusick; Prakash Adekkanattu; Thomas R. Campion Jr.; Evan Sholle; Annie C. Myers; George Alexopoulos; Jyotishman Pathak (AMIA, 2020)

A Method to Improve Availability and Quality of Patient Race Data in an Electronic Health Record System. - Marika M. Cusick; Evan Sholle; Marcos Davila; Joseph Kabariti; Curtis L. Cole; Thomas R. Campion Jr. (Appl. Clin. Inform., 2020)

Extracting and classifying diagnosis dates from clinical notes: A case study. - Julia T. Fu; Evan Sholle; Spencer Krichevsky; Joseph Scandura; Thomas R. Campion Jr. (J. Biomed. Informatics, 2020)

Impact of Social Determinants of Health on Predictive Models in 30-Day Hospital Readmission or Death for Patients with Severe Obesity. - Marianne Sharko; Yongkang Zhang 004; Yiye Zhang; Evan Sholle; Sajjad Abedian; Meghan Reading Turchioe; Jessica S. Ancker (AMIA, 2021)

Comparing Automated Extraction to Manual Chart Review for COVID-Specific Research Data Abstraction: A Case Study. - Andrew L. Yin; Winston L. Guo; Evan Sholle; Mangala Rajan; Laura C. Pinheiro; Parag Goyal; Justin Choi; Mark N. Alshak; Han Li; Graham T. Wehmeyer; Mark G. Weiner; Monika M. Safford; et al. (AMIA, 2021)

Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality. - Hyun Gi Lee; Evan Sholle; Ashley Beecy; Subhi J. Al'Aref; Yifan Peng 002 (NAACL-HLT, 2021)

Critical carE Database for Advanced Research (CEDAR): An automated method to support intensive care units with electronic health record data. - Edward J. Schenck; Katherine L. Hoffman; Marika M. Cusick; Joseph Kabariti; Evan Sholle; Thomas R. Campion Jr. (J. Biomed. Informatics, 2021)

Comparing automated vs. manual data collection for COVID-specific medications from electronic health records. - Andrew L. Yin; Winston L. Guo; Evan Sholle; Mangala Rajan; Mark N. Alshak; Justin Choi; Parag Goyal; Assem Jabri; Han A. Li; Laura C. Pinheiro; Graham T. Wehmeyer; Mark G. Weiner; et al. (Int. J. Medical Informatics, 2022)

Design and validation of a FHIR-based EHR-driven phenotyping toolbox. - Pascal S. Brandt; Jennifer A. Pacheco; Prakash Adekkanattu; Evan Sholle; Sajjad Abedian; Daniel J. Stone; David Knaack; Jie Xu 012; Zhenxing Xu; Yifan Peng 002; Natalie C. Benda; Fei Wang 001; et al. (J. Am. Medical Informatics Assoc., 2022)

An architecture for research computing in health to support clinical and translational investigators with electronic patient data. - Thomas R. Campion Jr.; Evan Sholle; Jyotishman Pathak; Stephen B. Johnson; John P. Leonard; Curtis L. Cole (J. Am. Medical Informatics Assoc., 2022)

A method to automate the discharge summary hospital course for neurology patients. - Vince C. Hartman; Sanika S. Bapat; Mark G. Weiner; Babak B. Navi; Evan T. Sholle; Thomas R. Campion Jr. (J. Am. Medical Informatics Assoc., 2023)

Implementation of a commercial federated network of electronic health record data to enable sponsor-initiated clinical trials at an academic medical center. - Thomas R. Campion Jr.; Evan T. Sholle; Sajjad Abedian; Xiaobo Fuld; Ryan McGregor; Alicia N. Lewis; Lauren T. Gripp; John P. Leonard; Curtis L. Cole (Int. J. Medical Informatics, 2024)