Deep Learning for Improved Risk Prediction in Surgical Outcomes
Jalali, Ali, Lonsdale, Hannah, Do, Nhue, Peck, Jacquelin, Gupta, Monesha, Kutty, Shelby, Ghazarian, Sharon R, Jacobs, Jeffrey P, Rehman, Mohamed, Ahumada, Luis M
Published in Scientific reports (09.06.2020)
Published in Scientific reports (09.06.2020)
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Journal Article
Using machine learning to predict five-year transplant-free survival among infants with hypoplastic left heart syndrome
Smith, Andrew H, Gray, Geoffrey M, Ashfaq, Awais, Asante-Korang, Alfred, Rehman, Mohamed A, Ahumada, Luis M
Published in Scientific reports (24.02.2024)
Published in Scientific reports (24.02.2024)
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Journal Article
Impact of Coronavirus-2019 On Pediatric and Adult Heart Transplantation Waitlist Activity and Mortality in The United States: A Descriptive Approach
Ashfaq, Awais, Gray, Geoffrey M., Carapellucci, Jennifer, Amankwah, Ernest K., Ahumada, Luis M., Rehman, Mohamed, Puchalski, Michael, Smith, Andrew, Quintessenza, James A., Asante-Korang, Alfred
Published in Lancet Regional Health - Americas (Online) (01.11.2021)
Published in Lancet Regional Health - Americas (Online) (01.11.2021)
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Journal Article
Analysis of the Influence of Terrain Orientation on the Design of PV Facilities with Single-Axis Trackers
Gómez-Uceda, Francisco J., Moreno-Garcia, Isabel M., Jiménez-Martínez, José M., López-Luque, Rafael, Fernández-Ahumada, Luis M.
Published in Applied sciences (01.12.2020)
Published in Applied sciences (01.12.2020)
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Journal Article
The Perioperative Human Digital Twin
Lonsdale, Hannah, Gray, Geoffrey M, Ahumada, Luis M, Yates, Hannah M, Varughese, Anna, Rehman, Mohamed A
Published in Anesthesia and analgesia (01.04.2022)
Published in Anesthesia and analgesia (01.04.2022)
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Journal Article
Precision Anesthesia in 2050
Kuo, Frederick H, Tudor, Brant H, Gray, Geoffrey M, Ahumada, Luis M, Rehman, Mohamed A, Watkins, Scott C
Published in Anesthesia and analgesia (01.02.2024)
Published in Anesthesia and analgesia (01.02.2024)
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Journal Article
Artificial Intelligence in Anesthesiology: Hype, Hope, and Hurdles
Lonsdale, Hannah, Jalali, Ali, Gálvez, Jorge A, Ahumada, Luis M, Simpao, Allan F
Published in Anesthesia and analgesia (01.05.2020)
Published in Anesthesia and analgesia (01.05.2020)
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Journal Article
Survival analysis for pediatric heart transplant patients using a novel machine learning algorithm: A UNOS analysis
Ashfaq, Awais, Gray, Geoffrey M., Carapelluci, Jennifer, Amankwah, Ernest K., Rehman, Mohamed, Puchalski, Michael, Smith, Andrew, Quintessenza, James A., Laks, Jessica, Ahumada, Luis M., Asante-Korang, Alfred
Published in The Journal of heart and lung transplantation (01.10.2023)
Published in The Journal of heart and lung transplantation (01.10.2023)
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Journal Article
Automated anesthesia artifact analysis: can machines be trained to take out the garbage?
Simpao, Allan F., Nelson, Olivia, Ahumada, Luis M.
Published in Journal of clinical monitoring and computing (01.04.2021)
Published in Journal of clinical monitoring and computing (01.04.2021)
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Journal Article
A machine‐learning approach for decision support and risk stratification of pediatric perioperative patients based on the APRICOT dataset
Gray, Geoffrey M., Ahumada, Luis M., Rehman, Mohamed A., Varughese, Anna, Fernandez, Allison M., Fackler, James, Yates, Hannah M., Habre, Walid, Disma, Nicola, Lonsdale, Hannah
Published in Pediatric anesthesia (01.09.2023)
Published in Pediatric anesthesia (01.09.2023)
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Journal Article
A Review of Analytics and Clinical Informatics in Health Care
Simpao, Allan F., Ahumada, Luis M., Gálvez, Jorge A., Rehman, Mohamed A.
Published in Journal of medical systems (01.04.2014)
Published in Journal of medical systems (01.04.2014)
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Journal Article
Optimization of drug–drug interaction alert rules in a pediatric hospital's electronic health record system using a visual analytics dashboard
Simpao, Allan F, Ahumada, Luis M, Desai, Bimal R, Bonafide, Christopher P, Gálvez, Jorge A, Rehman, Mohamed A, Jawad, Abbas F, Palma, Krisha L, Shelov, Eric D
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2015)
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2015)
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Journal Article
Comparing ChatGPT and a Single Anesthesiologist’s Responses to Common Patient Questions: An Exploratory Cross-Sectional Survey of a Panel of Anesthesiologists
Kuo, Frederick H., Fierstein, Jamie L., Tudor, Brant H., Gray, Geoffrey M., Ahumada, Luis M., Watkins, Scott C., Rehman, Mohamed A.
Published in Journal of medical systems (22.08.2024)
Published in Journal of medical systems (22.08.2024)
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Journal Article
Application of natural language processing to identify social needs from patient medical notes: development and assessment of a scalable, performant, and rule-based model in an integrated healthcare delivery system
Gray, Geoffrey M, Zirikly, Ayah, Ahumada, Luis M, Rouhizadeh, Masoud, Richards, Thomas, Kitchen, Christopher, Foroughmand, Iman, Hatef, Elham
Published in JAMIA open (01.12.2023)
Published in JAMIA open (01.12.2023)
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Journal Article
“P3”: an adaptive modeling tool for post-COVID-19 restart of surgical services
Joshi, Divya, Jalali, Ali, Whipple, Todd, Rehman, Mohamed, Ahumada, Luis M
Published in JAMIA open (01.04.2021)
Published in JAMIA open (01.04.2021)
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Journal Article
Early identification of impending cardiac arrest in neonates and infants in the cardiovascular ICU: a statistical modelling approach using physiologic monitoring data
Bose, Sanjukta N., Verigan, Adam, Hanson, Jade, Ahumada, Luis M., Ghazarian, Sharon R., Goldenberg, Neil A., Stock, Arabela, Jacobs, Jeffrey P.
Published in Cardiology in the young (01.11.2019)
Published in Cardiology in the young (01.11.2019)
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Journal Article
Examining Implicit Bias Differences in Pediatric Surgical Fellowship Letters of Recommendation Using Natural Language Processing
Gray, Geoffrey M., Williams, Sacha A., Bludevich, Bryce, Irby, Iris, Chang, Henry, Danielson, Paul D., Gonzalez, Raquel, Snyder, Christopher W., Ahumada, Luis M., Chandler, Nicole M.
Published in Journal of surgical education (01.04.2023)
Published in Journal of surgical education (01.04.2023)
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Journal Article
"P 3 ": an adaptive modeling tool for post-COVID-19 restart of surgical services
Joshi, Divya, Jalali, Ali, Whipple, Todd, Rehman, Mohamed, Ahumada, Luis M
Published in JAMIA open (19.04.2021)
Published in JAMIA open (19.04.2021)
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Journal Article
STBUR: Sleep trouble breathing and unrefreshed questionnaire: Evaluation of screening tool for postanesthesia care and disposition
Galvez, Jorge A., Yaport, Miguel, Maeder‐Chieffo, Susan, Simpao, Allan F., Tan, Jonathan M., Wasey, Jack O., Lingappan, Arul M., Jablonka, Denis H., Subramanyam, Rajeev, Ahumada, Luis M., Song, Bo, Wu, Lezhou, Dubow, Scott, Rehman, Mohamed A., Ungern‐Sternberg, Britta
Published in Pediatric anesthesia (01.08.2019)
Published in Pediatric anesthesia (01.08.2019)
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Journal Article