Medical School
- MD, Yale University School of Medicine (2013)
Graduate School
- MS, Johns Hopkins University (2017)
Undergraduate School
- BA, Yale University (CT) (2008)
Internship
- Hospital of the University of Pennsylvania (2014)
Residency
- Hospital of the University of Pennsylvania, Radiology (2018)
Fellowships
- Hospital of the University of Pennsylvania, Vascular and Interventional Radiology (2019)
Languages
English, MandarinDepartment
Radiology-DiagnosticsProfessional Titles
- Associate Professor
- Vice Chair of Clinical Research
Publications
- Guo H, Li CY, Wang Y, Wang R, Dai Y, Peng Q, Cao D, Zhong Z, Vu T, Zhao L, Zhu C, Tan C, Schick J, Kwak S, Sedaghat F, Azadi J, Facciola J, Feng J, Oncel D, Hamper U, Zhu A, Mehta T, Leimkuehler M, Lin CT, Jiao Z, Kamel I, Wu J, Yang L, Bai H. A multitask framework for automated multi-frame right upper quadrant ultrasound interpretation and clinical decision support. Nature Communications. 2026. doi:10.1038/s41467-026-77498-w.
- Wang Y, Dai Y, Guan H, Li CY, Vora M, Ujano D, Nandi A, Wu J, Zhang P, Honce JM, Zhu C, Sair HI, Balaj L, Jiao Z, Liu Y, Lin CT, Kamel I, Yang L, Bai H. Balancing privacy and performance: the impact of facial defacing on AI in medical imaging. EBioMedicine. 2026;131:106457. doi:10.1016/j.ebiom.2026.106457
- Dai Y, Zhong Z, Qin Y, Wang Y, Yu G, Kobets A, Swenson DW, Boxerman JL, Li G, Robinson S, Bai H, Yang L, Liao W, Jiao Z. AI Model Integrating Imaging and Clinical Data for Predicting CSF Diversion in Neonatal Hydrocephalus: A Preliminary Study. Hum Brain Mapp. 2025 Oct 1;46(14):e70363. PubMed PMID: 40985603
- Wang Y, Shi V, Hsu WC, Dai Y, Yao S, Zhong Z, Zhang Z, Wu J, Maxwell A, Collins S, Jiao Z, Bai HX. Optimizing prompt strategies for SAM: advancing lesion segmentation across diverse medical imaging modalities. Phys Med Biol. 2025 Aug 29;70(17). PubMed PMID: 40816315
- Hsu WC, Wang Y, Wu YF, Chen R, Afyouni S, Liu J, Vin S, Shi V, Imami M, Chotiyanonta JS, Zandieh G, Cai Y, Leal JP, Oishi K, Zaheer A, Ward RC, Zhang PJL, Wu J, Jiao Z, Kamel IR, Lin G, Bai HX. MRI-based Ovarian Lesion Classification via a Foundation Segmentation Model and Multimodal Analysis: A Multicenter Study. Radiology. 2025 Aug;316(2):e243412. PubMed PMID: 40762846
- Zhong Z, Wang Y, Wu J, Hsu WC, Somasundaram V, Bi L, Kulkarni S, Ma Z, Collins S, Baird G, Ahn SH, Feng X, Kamel I, Lin CT, Greineder C, Atalay M, Jiao Z, Bai H. Vision-language model for report generation and outcome prediction in CT pulmonary angiogram. NPJ Digit Med. 2025 Jul 12;8(1):432. PubMed PMID: 40652098
- Nguyen DT, Imami M, Zhao LM, Wu J, Borhani A, Mohseni A, Khunte M, Zhong Z, Shi V, Yao S, Wang Y, Loizou N, Silva AC, Zhang PJ, Zhang Z, Jiao Z, Kamel I, Liao WH, Bai H. Federated Learning for Renal Tumor Segmentation and Classification on Multi-Center MRI Dataset. J Magn Reson Imaging. 2025 Sep;62(3):814-824. PubMed PMID: 40384349
- Thomasian NM, Kamel IR, Bai HX. Machine intelligence in non-invasive endocrine cancer diagnostics. Nature Reviews Endocrinology. 2022;18(2):81–95. doi:10.1038/s41574-021-00543-9
- Peng J, Kim DD, Patel JB, Zeng X, Huang J, Chang K, Xun X, Zhang C, Sollee J, Wu J, Dalal DJ, Feng X, Zhou H, Zhu C, Zou B, Jin K, Wen PY, Boxerman JL, Warren KE, Poussaint TY, States LJ, Kalpathy-Cramer J, Yang L, Huang RY, Bai HX. Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors. Neuro-Oncology. 2022;24(2):289–299. doi:10.1093/neuonc/noab151
- Jiao Z, Choi JW, Halsey K, Tran TML, Hsieh B, Wang D, Eweje F, Wang R, Chang K, Wu J, Collins SA, Yi TY, Delworth AT, Liu T, Healey TT, Lu S, Wang J, Feng X, Atalay MK, Yang L, Feldman M, Zhang PJL, Liao WH, Fan Y, Bai HX. Prognostication of patients with COVID-19 using artificial intelligence based on chest x-rays and clinical data: a retrospective study. Lancet Digital Health. 2021;3(5):e286–e294. doi:10.1016/S2589-7500(21)00039-X
Practice Locations
UCHealth University of Colorado Hospital (UCH)12605 E. 16th Ave
Aurora, CO 80045
720-848-0000
Hospital Affiliation
- University of Colorado Hospital
Specialty Information
Specialties- Diagnostic, Board Certification (2022)
- Vascular and Interventional Radiology, Board Certification (2024)
Clinical Interests
Body imaging, including plain film, ultrasound, fluoroscopy, CT and MRI, with interests in CT-guided procedures and minimally invasive lung tumor ablation.
Care Philosophy
I strive to provide accurate, timely, and patient-centered imaging care while working closely with referring physicians to guide diagnosis and treatment.
Body imaging, including plain film, ultrasound, fluoroscopy, CT and MRI, with interests in CT-guided procedures and minimally invasive lung tumor ablation.
Care Philosophy
I strive to provide accurate, timely, and patient-centered imaging care while working closely with referring physicians to guide diagnosis and treatment.