Luis M. Ahumada

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 10

Top Topics

Visual Analytics

Natural Language Processing

Top Venues

J. Medical Syst.

J. Am. Medical Informatics Assoc.

Appl. Clin. Inform.

Publications

Frederick H. Kuo, Jamie L. Fierstein, Brant H. Tudor, Geoffrey M. Gray, Luis M. Ahumada, Scott C. Watkins, Mohamed A. Rehman
Comparing ChatGPT and a Single Anesthesiologist's Responses to Common Patient Questions: An Exploratory Cross-Sectional Survey of a Panel of Anesthesiologists. J. Medical Syst. 48 (1) (2024)
Geoffrey M. Gray, John Morrison, Anthony Sochet, Mohamed A. Rehman, Paola B. Dees, Luis M. Ahumada
Development of a High-Performance Predicting Model for 7-Day Readmissions at a Quaternary Pediatric Institution. AMIA (2022)
Geoffrey M. Gray, Luis M. Ahumada, Ayah Zirikly, Masoud Rouhizadeh, Thomas Richards, Elham Hatef
Application of Natural Language Processing to Identify Social Needs from The Electronic Health Record's Free-Text Notes. AMIA (2022)
Raquel G. Hernandez, Paola B. Dees, Joann C. Derosa, Fiorella Gonzalez, Christine Hammerschmidt, John Morrison, Benton Ng, Ashish B. Shah, Luis M. Ahumada
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. AMIA (2021)
Awais Ashfaq, Geoffrey M. Gray, Jennifer Carapellucci, Ernest Amankwah, Luis M. Ahumada, Mohamed A. Rehman, Michael Puchalski, Andrew Smith, James Quintessenza, Alfred Asante-Korang
Impact of Coronavirus-2019 on Pediatric and Adult Heart Transplantation Waitlist Activity and Mortality in the United States: A Descriptive Approach. AMIA (2021)
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
Quality Initiative Using Theory of Change and Visual Analytics to Improve Controlled Substance Documentation Discrepancies in the Operating Room. Appl. Clin. Inform. 10 (03) (2019)
Ali Jalali, Jacquelin Peck, Nhue Do, Monesha Gupta, Sharon Ghazarian, Mohamed A. Rehman, Jeff Jacobs, Luis M. Ahumada
Risk Prediction for One-Year Transplant-Free Survival following Pre-Norwood Procedure Based on the Pre-Operative Data. AMIA (2018)
Jorge Guerra, Wei Quan, Kai Li, Luis M. Ahumada, Flaura Winston, Bimal R. Desai
SCOSY: A Biomedical Collaboration Recommendation System. EMBC (2018)
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
Design and Implementation of a Visual Analytics Electronic Antibiogram within an Electronic Health Record System at a Tertiary Pediatric Hospital. Appl. Clin. Inform. 9 (01) (2018)
Jorge A. Gálvez, Ali Jalali, Luis M. Ahumada, Allan F. Simpao, Mohamed A. Rehman
Neural Network Classifier for Automatic Detection of Invasive Versus Noninvasive Airway Management Technique Based on Respiratory Monitoring Parameters in a Pediatric Anesthesia. J. Medical Syst. 41 (10) (2017)
Allan F. Simpao, Arul M. Lingappan, Luis M. Ahumada, Mohamed A. Rehman, Jorge A. Gálvez
Perioperative Smartphone Apps and Devices for Patient-Centered Care. J. Medical Syst. 39 (9) (2015)
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
Optimization of drug-drug interaction alert rules in a pediatric hospital's electronic health record system using a visual analytics dashboard. J. Am. Medical Informatics Assoc. 22 (2) (2015)
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
Visual analytical tool for evaluation of 10-year perioperative transfusion practice at a children's hospital. J. Am. Medical Informatics Assoc. 21 (3) (2014)
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
A visual analytics antibiogram dashboard as part of a comprehensive approach to perioperative antibiotic administration. AMIA (2014)
Allan F. Simpao, Luis M. Ahumada, Jorge A. Gálvez, Mohamed A. Rehman
A Review of Analytics and Clinical Informatics in Health Care. J. Medical Syst. 38 (4) (2014)