Luis M. Ahumada

According to our database, Luis M. Ahumada authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the AMIA 2022, 2022

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

Proceedings of the AMIA 2022, 2022

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2019

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

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

SCOSY: A Biomedical Collaboration Recommendation System.

Jorge Guerra, Wei Quan, Kai Li, Luis M. Ahumada, Flaura Winston, Bimal R. Desai

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

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

Proceedings of the AMIA 2018, 2018

2017

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

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

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

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

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 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

Proceedings of the AMIA 2014, 2014