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L. Ahumada · SciRah

Researcher profile · Semantic Scholar

L. Ahumada

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L. Ahumada — researcher profile on SciRah

h-index: 17
Works: 44
Citations: 1,120

Most-cited papers

A Review of Analytics and Clinical Informatics in Health Care
Allan F. Simpao, L. Ahumada, Jorge A. Gálvez, M. Rehman
2014Journal of medical systems166 citations
Semantic Scholar
A Single-center, Retrospective Study
Jorge A. Gálvez, S. Acquah, L. Ahumada, L. Cai +6 more
2019136 citations
Semantic Scholar
Big data and visual analytics in anaesthesia and health care.
Allan F. Simpao, L. Ahumada, M. Rehman
2015British Journal of Anaesthesia106 citations Open access
Semantic Scholar
Optimization of drug-drug interaction alert rules in a pediatric hospital's electronic health record system using a visual analytics dashboard
Allan F. Simpao, L. Ahumada, Bimal R. Desai, C. Bonafide +5 more
2015J. Am. Medical Informatics Assoc.87 citations Open access
Semantic Scholar
Deep Learning for Improved Risk Prediction in Surgical Outcomes
A. Jalali, H. Lonsdale, Nhue L. Do, Jacquelin Peck +6 more
2020Scientific Reports76 citations Open access
Semantic Scholar
Association Between Ibuprofen Use and Severity of Surgically Managed Posttonsillectomy Hemorrhage
Pamela Mudd, Princy Thottathil, Terri Giordano, R. Wetmore +4 more
2017JAMA Otolaryngology - Head and Neck Surgery56 citations Open access
Semantic Scholar
Artificial intelligence, machine learning and the pediatric airway
C. Matava, Evelina Pankiv, L. Ahumada, Benjamin Weingarten +1 more
2019Paediatric anaesthesia49 citations
Semantic Scholar
Design and Implementation of a Visual Analytics Electronic Antibiogram within an Electronic Health Record System at a Tertiary Pediatric Hospital
Allan F. Simpao, L. Ahumada, Beatriz Larru Martinez, Ana Cardenas +6 more
2018Applied Clinical Informatics40 citations Open access
Semantic Scholar
The Perioperative Human Digital Twin
H. Lonsdale, G. Gray, L. Ahumada, Hannah Yates +2 more
2022Anesthesia and Analgesia39 citations
Semantic Scholar
Machine Learning and Artificial Intelligence in Pediatric Research: Current State, Future Prospects, and Examples in Perioperative and Critical Care.
H. Lonsdale, A. Jalali, L. Ahumada, C. Matava
2020Jornal de Pediatria39 citations
Semantic Scholar
Machine Learning Applied to Registry Data: Development of a Patient-Specific Prediction Model for Blood Transfusion Requirements During Craniofacial Surgery Using the Pediatric Craniofacial Perioperative Registry Dataset
A. Jalali, H. Lonsdale, Lillian Zamora, L. Ahumada +5 more
2020Anesthesia and Analgesia37 citations Open access
Semantic Scholar
Perioperative Smartphone Apps and Devices for Patient-Centered Care
Allan F. Simpao, Arul Lingappan, L. Ahumada, M. Rehman +1 more
2015Journal of medical systems32 citations
Semantic Scholar
The use of natural language processing on pediatric diagnostic radiology reports in the electronic health record to identify deep venous thrombosis in children
Jorge A. Gálvez, Janine M. Pappas, L. Ahumada, John Martin +3 more
2017Journal of Thrombosis and Thrombolysis27 citations
Semantic Scholar
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, A. Jalali, L. Ahumada, Allan F. Simpao +1 more
2017Journal of medical systems24 citations
Semantic Scholar
Artificial Intelligence in Anesthesiology: Hype, Hope, and Hurdles.
H. Lonsdale, A. Jalali, Jorge A. Gálvez, L. Ahumada +1 more
2020Anesthesia and Analgesia23 citations
Semantic Scholar
Visual analytical tool for evaluation of 10-year perioperative transfusion practice at a children's hospital
Jorge A. Gálvez, L. Ahumada, Allan F. Simpao, Elaina E. Lin +7 more
2014J. Am. Medical Informatics Assoc.21 citations Open access
Semantic Scholar
Interactive pediatric emergency checklists to the palm of your hand ‐ How the Pedi Crisis App traveled around the world
Jorge A. Gálvez, J. Lockman, L. Schleelein, Allan F. Simpao +5 more
2017Paediatric anaesthesia19 citations
Semantic Scholar
Early identification of impending cardiac arrest in neonates and infants in the cardiovascular ICU: a statistical modelling approach using physiologic monitoring data
Sanjukta N. Bose, Adam Verigan, Jade Hanson, L. Ahumada +4 more
2019Cardiology in the Young16 citations
Semantic Scholar
STBUR: Sleep trouble breathing and unrefreshed questionnaire: Evaluation of screening tool for postanesthesia care and disposition
Jorge A. Gálvez, Miguel A. Yaport, Susan Maeder-Chieffo, Allan F. Simpao +10 more
2019Paediatric anaesthesia15 citations
Semantic Scholar
Survival analysis for pediatric heart transplant patients using a novel machine learning algorithm - A UNOS Analysis.
Awais Ashfaq, G. Gray, Jennifer Carapelluci, E. Amankwah +7 more
2023The Journal of Heart and Lung Transplantation13 citations
Semantic Scholar
Examining Implicit Bias Differences in Pediatric Surgical Fellowship Letters of Recommendation Using Natural Language Processing.
G. Gray, Sacha A. Williams, B. Bludevich, Iris Irby +6 more
2022Journal of Surgical Education13 citations
Semantic Scholar
A machine-learning approach for decision support and risk stratification of pediatric perioperative patients based on the APRICOT dataset
G. Gray, L. Ahumada, M. Rehman, Anna M. Varughese +6 more
2021Paediatric anaesthesia13 citations Open access
Semantic Scholar
The timing and prevalence of intraoperative hypotension in infants undergoing laparoscopic pyloromyotomy at a tertiary pediatric hospital
Allan F. Simpao, L. Ahumada, Jorge A. Gálvez, C. Bonafide +6 more
2017Paediatric anaesthesia13 citations
Semantic Scholar
Impact of Coronavirus-2019 On Pediatric and Adult Heart Transplantation Waitlist Activity and Mortality in The United States: A Descriptive Approach
Awais Ashfaq, G. Gray, J. Carapellucci, E. Amankwah +6 more
2021American Medical Informatics Association Annual Symposium11 citations Open access
Semantic Scholar
Quality Initiative Using Theory of Change and Visual Analytics to Improve Controlled Substance Documentation Discrepancies in the Operating Room
Jenny E. Dolan, H. Lonsdale, L. Ahumada, Amisha M. Patel +7 more
2019Applied Clinical Informatics11 citations Open access
Semantic Scholar
SCOSY: A Biomedical Collaboration Recommendation System
Jorge Guerra, Wei Quan, Kai Li, L. Ahumada +2 more
2018Annual International Conference of the IEEE Engineering in Medicine and Biology Society9 citations
Semantic Scholar
Feasibility of Data Collection Via Consumer-Grade Wearable Devices in Adolescent Student Athletes: Prospective Longitudinal Cohort Study
D. Ransom, Brant H. Tudor, S. Irani, Mohamed Rehman +3 more
2023JMIR Formative Research7 citations Open access
Semantic Scholar
Automated anesthesia artifact analysis: can machines be trained to take out the garbage?
Allan F. Simpao, Olivia Nelson, L. Ahumada
2020Journal of clinical monitoring and computing6 citations
Semantic Scholar
“P3”: an adaptive modeling tool for post-COVID-19 restart of surgical services
D. Joshi, A. Jalali, Todd Whipple, M. Rehman +1 more
2021JAMIA Open5 citations Open access
Semantic Scholar
Audit of blood product utilization in the care of injured children
P. McGovern, Lezhou Wu, S. Rao, L. Ahumada +3 more
2020Paediatric anaesthesia3 citations
Semantic Scholar
Early identification of impending cardiac arrest in neonates and infants in the cardiovascular ICU: a statistical modelling approach using physiologic monitoring data – CORRIGENDUM
Sanjukta N. Bose, Adam Verigan, Jade Hanson, L. Ahumada +4 more
2019Cardiology in the Young3 citations Open access
Semantic Scholar
A survey of current practices of informed consent by pediatric anesthesiologists
Allison M. Fernandez, S. Watkins, David J. Clendenin, E. B. Smith +7 more
2020Paediatric anaesthesia2 citations
Semantic Scholar
A visual analytics antibiogram dashboard as part of a comprehensive approach to perioperative antibiotic administration
L. Ahumada, Allan F. Simpao, Jorge A. Gálvez, M. Rehman +6 more
2014American Medical Informatics Association Annual Symposium2 citations
Semantic Scholar
Visual analytics dashboard to explore the relationship of unscheduled treatment interruptions and variations in airway management for children undergoing external beam radiation therapy.
P. Chua, C. Hill-Kayser, L. Ahumada, A. Jalal +5 more
2017Practical Radiation Oncology1 citations
Semantic Scholar
Comparison of a Hospital-Cumulative Antibiogram With Patient Characteristic-Stratified Web-Based Antibiogram
B. Larrú, L. Ahumada, Talene A. Metjian, K. Ota +3 more
20151 citations Open access
Semantic Scholar
Artificial Intelligence-Based Hypernasality Diagnosis Using CAPS-A-AM Rated Speech Samples in Pediatric Velopharyngeal Dysfunction.
Jordan N. Halsey, Mbinui Ghogomu, Molly F. MacIsaac, J. Vieux +5 more
2026The Cleft Palate-Craniofacial Journal0 citations
Semantic Scholar
Development of a High-Performance Predicting Model for 7-Day Readmissions at a Quaternary Pediatric Institution
G. Gray, John Morrison, Anthony Sochet, M. Rehman +2 more
2022American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Application of Natural Language Processing to Identify Social Needs from The Electronic Health Record's Free-Text Notes
G. Gray, L. Ahumada, Ayah Zirikly, Masoud Rouhizadeh +2 more
2022American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
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
R. Hernandez, Paola B. Dees, Joann C. Derosa, Fiorella Gonzalez +5 more
2021American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Best Abstracts for APA Online meeting 2020
H. Lonsdale, A. Jalali, L. Ahumada, H. Yates +1 more
2021Paediatric anaesthesia0 citations
Semantic Scholar
Deep Learning for Improved Risk Prediction in Surgical Outcomes
A. Jalali, H. Lonsdale, Nhue L. Do, Jacquelin Peck +6 more
2020Scientific Reports0 citations Open access
Semantic Scholar
The Children's Hospital-Acquired Thrombosis (CHAT) Consortium Admission Risk-Assessment Models from Traditional Biostatistics and Machine Learning
A. Mahajerin, J. Jaffray, Amy Stillings, Emily Krava +16 more
2019Blood0 citations
Semantic Scholar
Risk Prediction for One-Year Transplant-Free Survival following Pre-Norwood Procedure Based on the Pre-Operative Data
A. Jalali, Jacquelin Peck, Nhue L. Do, Monesha Gupta +4 more
2018American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Hybrid Recommender Framework for the Design of Intelligent Clinical Decision Support Tools
L. Ahumada
20160 citations
Semantic Scholar

Frequent co-authors

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M. Rehman×24
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M. Rehman — researcher profile on SciRah
Allan F. Simpao×16
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Jorge A. Gálvez×16
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A. Jalali×11
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