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208 results found

Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

Publication: Journal Article

Beaulieu-Jones, Brett, William Yuan, Gabriel Brat, Andrew Beam, Griffin Weber, Marshall Ruffin, and Isaac Kohane. 2021. “Machine Learning for Patient Risk Stratification: Standing On, or Looking Over, the Shoulders of Clinicians?”. NPJ Digit Med 4 (1): 62.

Surgical patients often require opioid pain prescriptions after discharge from the hospital to control their pain during recovery, but healthcare providers may overestimate the number of pills the patient needs - contributing to pill diversion and opioid misuse. We are leveraging machine learning...

Use of national burden to define operative emergency general surgery

Publication: Journal Article

Scott, John W, Olubode A Olufajo, Gabriel A Brat, John A Rose, Cheryl K Zogg, Adil H Haider, Ali Salim, and Joaquim M Havens. 2016. “Use of National Burden to Define Operative Emergency General Surgery”. JAMA Surgery 151 (6): e160480—e160480.

Controlled substance prescribing and education in orthopedic residencies: A program director survey

Publication: Journal Article

Yorkgitis, Brian K, Michelle M Dugan, Anthony Bell, Gabriel A Brat, and Marie Crandall. 2020. “Controlled Substance Prescribing and Education in Orthopedic Residencies: A Program Director Survey”. The American Journal of Surgery 219 (4): 711-14.

Effect of surgery-specific opioid-prescribing education in a safety-net hospital

Publication: Journal Article

Yorkgitis, Brian K, Cole Paffett, Gabriel A Brat, and Marie Crandall. 2019. “Effect of Surgery-Specific Opioid-Prescribing Education in a Safety-Net Hospital”. Journal of Surgical Research 243: 71-74.

Intraoperative unfractionated heparin unresponsiveness during endovascular repair of a ruptured abdominal aortic aneurysm following administration of andexanet alfa for the reversal of rivaroxaban

Publication: Journal Article

Eche, Ifeoma Mary, Pansy Elsamadisi, Nicole Wex, Mark C Wyers, Gabriel A Brat, Katherine Cunningham, and Kenneth A Bauer. 2019. “Intraoperative Unfractionated Heparin Unresponsiveness During Endovascular Repair of a Ruptured Abdominal Aortic Aneurysm Following Administration of Andexanet Alfa for the Reversal of Rivaroxaban”. Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy 39 (8): 861-65.

Platform Design Framework for a Crowdsourced National Opioid Consumption Collaborative

Publication: Journal Article

Robinson, Kortney, and Gabriel Brat. 2019. “Platform Design Framework for a Crowdsourced National Opioid Consumption Collaborative”. Journal of the American College of Surgeons 229 (4): e29—e30.

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Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

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Use of national burden to define operative emergency general surgery

Controlled substance prescribing and education in orthopedic residencies: A program director survey

Effect of surgery-specific opioid-prescribing education in a safety-net hospital

Intraoperative unfractionated heparin unresponsiveness during endovascular repair of a ruptured abdominal aortic aneurysm following administration of andexanet alfa for the reversal of rivaroxaban

Platform Design Framework for a Crowdsourced National Opioid Consumption Collaborative