About Me
Bio
I'm an emergency physician and incoming clinical informatics fellow at UCSF starting in July 2026.
Professional Interests
Design/User Experience, Industry, Data Analytics, Academia, AI/ML, Research
Technical Strengths
Scholarly Work
Popa D, Kutz C, Carlile M, et al. Hypoxia signatures in closed-circuit rebreather divers. Diving Hyperb Med. 2022;52(4):237–244. doi:10.28920/dhm.52.4.237-244
Wardi G, Carlile M, Holder A, Shashikumar S, Hayden SR, Nemati S. Predicting progression to septic shock in the emergency department using an externally generalizable machine-learning algorithm. Ann Emerg Med. 2021;77(4):416–426. doi:10.1016/j.annemergmed.2020.11.007
Shashikumar SP, Wardi G, Paul P, Carlile M, Solti I, Nemati S. Development and prospective validation of a deep learning algorithm for predicting need for mechanical ventilation. Chest. 2021;159(2):590–598. doi:10.1016/j.chest.2020.12.009
Carlile M, Hurt B, Hsiao A, Hogarth M, Longhurst CA, Dameff C. Deployment of artificial intelligence for radiographic diagnosis of COVID-19 pneumonia in the emergency department. JACEP Open. 2020;1(6):1459–1464. https://doi.org/10.1002/emp2.12297
Cronin AO, Carlile MA, Dameff CJ, Coyne CJ, Castillo EM. Leveraging remote research associates during a pandemic. West J Emerg Med. 2020;21(5):1114–1117. doi:10.5811/westjem.2020.6.48043