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Potential pitfalls in the use of real-world data for studying long COVID

Publication: Journal Article

Zhang, Harrison G, Jacqueline P Honerlaw, Monika Maripuri, Malarkodi Jebathilagam Samayamuthu, Brendin R Beaulieu-Jones, Huma S Baig, Sehi L’yi, et al. 2023. “Potential Pitfalls in the Use of Real-World Data for Studying Long COVID”. Nature Medicine 29 (5): 1040-43.

A Proposed Synthesis for Surgeon Intuition and Machine Learning: A Prospective Study Quantifying The Prognostic Value of Surgeon Intuition

Publication: Journal Article

Marwaha, Jayson, Brendin Ryan Beaulieu-Jones, Hao Wei Chen Chen, Chris J Kennedy, William Yuan, Charles Howard Cook, and Gabriel Brat. 2023. “A Proposed Synthesis for Surgeon Intuition and Machine Learning: A Prospective Study Quantifying The Prognostic Value of Surgeon Intuition”. Journal of the American College of Surgeons 236 (5): S37.

Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study

Publication: Journal Article

Dagliati, Arianna, Zachary H Strasser, Zahra Shakeri Hossein Abad, Jeffrey G Klann, Kavishwar B Wagholikar, Rebecca Mesa, Shyam Visweswaran, et al. 2023. “Characterization of Long COVID Temporal Sub-Phenotypes by Distributed Representation Learning from Electronic Health Record Data: A Cohort Study”. Eclinicalmedicine 64.

Perspectives of facial plastic surgeons on opioid dependence in rhinoplasty patients

Publication: Journal Article

Levin, Marc, Michael G Roskies, and Jamil Asaria. 2019. “Perspectives of Facial Plastic Surgeons on Opioid Dependence in Rhinoplasty Patients”. Facial Plastic Surgery 35 (05): 540-45.

From auto-to allotransplantation: immunomodulatory protocol for hand and arm transplantation

Publication: Journal Article

Lee, WP Andrew, Jaimie T Shores, and Gerald Brandacher. 2018. “From Auto-to Allotransplantation: Immunomodulatory Protocol for Hand and Arm Transplantation”. Journal of Reconstructive Microsurgery 34 (09): 683-84.

Postoperative Opioid Prescribing via Rule-Based Guidelines Derived from In-Hospital Consumption: An Assessment of Efficacy Based on Post-Discharge Opioid Use

Publication: Journal Article

Beaulieu-Jones, Brendin R, Margaret T Berrigan, Jayson S Marwaha, Kortney A Robinson, Larry A Nathanson, Aaron Fleishman, and Gabriel A Brat. 2023. “Postoperative Opioid Prescribing via Rule-Based Guidelines Derived from In-Hospital Consumption: An Assessment of Efficacy Based on Post-Discharge Opioid Use”. Journal of the American College of Surgeons, 10-1097.

Barriers to Postdischarge Smartphone App Use Among Patients With Traumatic Rib Fractures

Publication: Journal Article

Berrigan, Margaret T, Brendin R Beaulieu-Jones, Rachel Baines, Seth Berkowitz, Heather Evans, and Gabriel A Brat. 2024. “Barriers to Postdischarge Smartphone App Use Among Patients With Traumatic Rib Fractures”. JMIR Formative Research 8 (1): e52726.

BJS commission on surgery and perioperative care post-COVID-19

Publication: Journal Article

Abahuje, E, A Abbas, A Abdelhady, S Abdelhamid, Abdelkarem Ahmed Faraj, B Abdelqader, T Abdelrahman, et al. 2021. “BJS Commission on Surgery and Perioperative Care Post-COVID-19”. BJS 108 (10): 1162-80.

Implications of mappings between ICD clinical diagnosis codes and Human Phenotype Ontology terms

Publication: Journal Article

Tan, Amelia LM, Rafael S Gon\ccalves, William Yuan, Gabriel A Brat, Robert Gentleman, Isaac S Kohane, and . 2024. “Implications of Mappings Between ICD Clinical Diagnosis Codes and Human Phenotype Ontology Terms”. ArXiv Preprint ArXiv:2407.08874.

Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform

Blog: July 15, 2022

We are joined by one of the paper's authors Dr. Tyler Loftus, assistant professor of surgery and acute care surgeon at the University of Florida. We discuss how surgical risk prediction tools might be integrated into clinical workflows, how they can be used to change surgeons' risk assessments and...