Publications

Please contact me if you'd like a copy of a paper or are interested in collaborating.

CRESTomics: Analyzing Carotid Plaques in the CREST-2 Trial with a New Additive Classification Model ↗

Kulkarni P, Lal B, Jreij G, Vallamchetla S, Green L, Voeks JH, Huston J, Edwards L, Howard G, Maron BA, Brott TG, James M, Doo FX*, Huang H* (*co-senior). In: Proceedings of the 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI); London, United Kingdom, April 8-11 2026. doi: 10.1109/ISBI61048.2026.11515421

Frontier Clinical IntelligenceMedical Imaging, Informatics, & Data Systems

Sustainability in Clinical AI ↗

Nghiem D, Dogra S, Doo FX. In: Digital Healthcare and Artificial Intelligence. CRC Press. 2025 Dec 9. pp. 130-141. doi: 10.1201/9781032709956-14.

Sustainable AI & Radiology

Medical Imaging Contrast Media Use ↗

Doo FX, Lee R, Rockall A, Rula EY, Moy L. JAMA Netw Open. 2025 Dec 1;8(12):e2547304. doi: 10.1001/jamanetworkopen.2025.47304. PMID: 41348361; PMCID: PMC12681031.

Sustainable AI & Radiology

Trustworthy Clinical Thinking in MLLMs: Hierarchical Energy-based Reasoning for interpretable MEdical Scans (HERMES) ↗

Doo FX, Han H, Maron BA, Huang H. ). In: Qiu, J, et al. AI for Clinical Applications. International Workshop on Multimodal Large Language Models in Clinical Practice @ The Medical Image Computing and Computer Assisted Interventions (MICCAI) Society. Lecture Notes in Computer Science, vol 16147. Springer. 2025. https://doi.org/10.1007/978-3-032-06004-4_24

Frontier Clinical IntelligenceTrustworthy Human–AI SystemsMedical Imaging, Informatics, & Data Systems

Health equity in the era of large language models ↗

Tierney AA, Reed ME, Grant RW, Doo FX, Payán DD, Liu VX. American Journal of Managed Care. 2025 Mar;31(3):112-117. doi: 10.37765/ajmc.2025.89695. PMID: 40053403.

Trustworthy Human–AI SystemsFrontier Clinical Intelligence

Radiologists staunchly support patient safety and autonomy, in opposition to the SCOTUS draft ↗

Andreotti RF, Arleo EK, Arora SS, Broder JC, Brook O, Canon CL, Chen MM, Cooke EA, Davis MA, Doo FX, Dodelzon K, Englander MJ, Everett C, Farooq A, Fischbein NJ, Fleming M, Fleischer A, Frederick-Dyer K, Gerson RF, Gruen D, Hecht EM, Pisano E, Heyneman LE, Katzen JT, Kemp J, Kotsenas AL, Ladd LM, Lui Y, McGinty G, Meltzer CC, Oliveira A, Phillips C, Porter KK, Rhyner P, Roberts A, Robson C, Senter A, Shah AA, Shatzkes D, Solberg A, Spalluto LB, Sun M, Tomblinson C, Vincoff NS, Wood MJ, Zigmund B. Clinical Imaging. 2022 Sep;89:95-96. doi: 10.1016/j.clinimag.2022.05.012. Epub 2022 Jun 10. PMID: 36064645.

Functional Chest Imaging: Accuracy and Applicability of Pulmonary Function Estimation with Dynamic Digital Radiography ↗

Doo FX, Moore J, Kagen A, Zink S, Somwaru A. “. ” in Society of Thoracic Radiology Abstracts from the 2020 Annual Meeting and Postgraduate Course March 8- 11, 2020 Hyatt Regency Indian Wells Resort & Spa in Indian Wells, California, Journal of Thoracic Imaging, 2020, Vol.35(6), W131 PMID: 33956718, DOI: 10.1097/RTI.0000000000000546

Medical Imaging, Informatics, & Data Systems

Prevention ↗

Nuyen BA, Doo F, Hannan P, Hayon R. In: The Equal Curriculum. Springer International Publishing. 2019 Nov 2. pp. 71-90. doi: 10.1007/978-3-030-24025-7_5.