A visual analytics antibiogram dashboard as part of a comprehensive approach to perioperative antibiotic administration. - Luis M. Ahumada; Allan F. Simpao; Jorge A. Gálvez; Mohamed A. Rehman; Jeffrey S. Gerber; John Martin; Beatriz Larru; Kaede Ota; Talene A. Metjian; Bimal R. Desai (AMIA, 2014)

Visual analytical tool for evaluation of 10-year perioperative transfusion practice at a children's hospital. - Jorge A. Gálvez; Luis M. Ahumada; Allan F. Simpao; Elaina E. Lin; Christopher P. Bonafide; Dhruv Choudhry; William R. England; Abbas F. Jawad; David Friedman; Debora A. Sesok-Pizzini; Mohamed A. Rehman (J. Am. Medical Informatics Assoc., 2014)

A Review of Analytics and Clinical Informatics in Health Care. - Allan F. Simpao; Luis M. Ahumada; Jorge A. Gálvez; Mohamed A. Rehman (J. Medical Syst., 2014)

Optimization of drug-drug interaction alert rules in a pediatric hospital's electronic health record system using a visual analytics dashboard. - Allan F. Simpao; Luis M. Ahumada; Bimal R. Desai; Christopher P. Bonafide; Jorge A. Gálvez; Mohamed A. Rehman; Abbas F. Jawad; Krisha L. Palma; Eric D. Shelov (J. Am. Medical Informatics Assoc., 2015)

Perioperative Smartphone Apps and Devices for Patient-Centered Care. - Allan F. Simpao; Arul M. Lingappan; Luis M. Ahumada; Mohamed A. Rehman; Jorge A. Gálvez (J. Medical Syst., 2015)

Neural Network Classifier for Automatic Detection of Invasive Versus Noninvasive Airway Management Technique Based on Respiratory Monitoring Parameters in a Pediatric Anesthesia. - Jorge A. Gálvez; Ali Jalali; Luis M. Ahumada; Allan F. Simpao; Mohamed A. Rehman (J. Medical Syst., 2017)

Risk Prediction for One-Year Transplant-Free Survival following Pre-Norwood Procedure Based on the Pre-Operative Data. - Ali Jalali; Jacquelin Peck; Nhue Do; Monesha Gupta; Sharon Ghazarian; Mohamed A. Rehman; Jeff Jacobs; Luis M. Ahumada (AMIA, 2018)

SCOSY: A Biomedical Collaboration Recommendation System. - Jorge Guerra; Wei Quan; Kai Li; Luis M. Ahumada; Flaura Winston; Bimal R. Desai (EMBC, 2018)

Design and Implementation of a Visual Analytics Electronic Antibiogram within an Electronic Health Record System at a Tertiary Pediatric Hospital. - Allan F. Simpao; Luis M. Ahumada; Beatriz Larru; Ana Cardenas; Talene A. Metjian; Kaede Sullivan; Jorge A. Gálvez; Bimal R. Desai; Mohamed A. Rehman; Jeffrey S. Gerber (Appl. Clin. Inform., 2018)

Quality Initiative Using Theory of Change and Visual Analytics to Improve Controlled Substance Documentation Discrepancies in the Operating Room. - Jenny E. Dolan; Hannah Lonsdale; Luis M. Ahumada; Amish Patel; Jibin Samuel; Ali Jalali; Jacquelin Peck; Joann C. Derosa; Mohamed A. Rehman; Anna M. Varughese; Allison M. Fernandez (Appl. Clin. Inform., 2019)

Impact of Coronavirus-2019 on Pediatric and Adult Heart Transplantation Waitlist Activity and Mortality in the United States: A Descriptive Approach. - Awais Ashfaq; Geoffrey M. Gray; Jennifer Carapellucci; Ernest Amankwah; Luis M. Ahumada; Mohamed A. Rehman; Michael Puchalski; Andrew Smith; James Quintessenza; Alfred Asante-Korang (AMIA, 2021)

Development of a Health Equity Integration Dashboard (HEID) using Race Ethnicity and Language (REaL) Data in a Pediatric Hospital Setting: Lessons Learned in Visual Strategies and Key Data Elements. - Raquel G. Hernandez; Paola B. Dees; Joann C. Derosa; Fiorella Gonzalez; Christine Hammerschmidt; John Morrison; Benton Ng; Ashish B. Shah; Luis M. Ahumada (AMIA, 2021)

Application of Natural Language Processing to Identify Social Needs from The Electronic Health Record's Free-Text Notes. - Geoffrey M. Gray; Luis M. Ahumada; Ayah Zirikly; Masoud Rouhizadeh; Thomas Richards; Elham Hatef (AMIA, 2022)

Development of a High-Performance Predicting Model for 7-Day Readmissions at a Quaternary Pediatric Institution. - Geoffrey M. Gray; John Morrison; Anthony Sochet; Mohamed A. Rehman; Paola B. Dees; Luis M. Ahumada (AMIA, 2022)

Comparing ChatGPT and a Single Anesthesiologist's Responses to Common Patient Questions: An Exploratory Cross-Sectional Survey of a Panel of Anesthesiologists. - Frederick H. Kuo; Jamie L. Fierstein; Brant H. Tudor; Geoffrey M. Gray; Luis M. Ahumada; Scott C. Watkins; Mohamed A. Rehman (J. Medical Syst., 2024)

Garbage In, Garbage Out? Negative Impact of Physiological Waveform Artifacts in a Hospital Clinical Data Warehouse. - Frederick H. Kuo; Mohamed A. Rehman; Luis M. Ahumada (J. Medical Syst., 2024)