Aaron Kornblith, MD

Associate Professor

Kornblith Data Science Lab: https://kornblithdatalab.ucsf.edu

Dr. Aaron Kornblith is an Associate Professor of Emergency Medicine and Pediatrics at the University of California, San Francisco. He is the co-HEDA PI for the Pediatric Emergency Care Applied Research Network (PECARN) and an affiliated faculty member of the UCSF Bakar Computational Health Sciences Institute & Center for Intelligent Imaging.

Dr. Kornblith's research program is focused on improving the diagnostic evaluation of sick and injured children through advanced data analytics, novel hardware design, and clinical trial validation. Dr. Kornblith has received funding from the NIH, NSF, the Pediatric Device Consortium, and the University of California to advance his research mission, including improving the accuracy and reliability of clinical decision instruments using multimodal learning to diagnose bleeding in injured children rapidly. His academic mission is collaborating and supporting multidisciplinary teams to solve complex real-world clinical problems with predictable, stable, and fair technological solutions.

Publications

Evaluating the use of large language models to provide clinical recommendations in the Emergency Department.

Enhancing emergency department charting: Using Generative Pre-trained Transformer-4 (GPT-4) to identify laceration repairs.

Understanding a community's needs for an emergency department-based childhood injury prevention programme: a mixed-methods study.

Early Cold Stored Platelet Transfusion Following Severe Injury: A Randomized Clinical Trial.

Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department.

Evaluating Large Language Models for Drafting Emergency Department Discharge Summaries.

ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance

Evaluation of Focused Assessment With Sonography for Trauma Completeness of Children in the Clinical Setting.

Point-of-care ultrasound-guided regional anaesthesia: the superficial cervical plexus block for a patient with a clavicle fracture.

Physical restraint use in children with mental and behavioral health emergencies in the prehospital setting.

Association of SARS-CoV-2 nucleocapsid viral antigen and the receptor for advanced glycation end products with development of severe disease in patients presenting to the emergency department with COVID-19.

Effect of the Extended Focused Assessment with Sonography for Trauma on the Screening Performance of the National Emergency X-Radiography Utilization Study Chest Decision Instrument.