Medical School
- MD, Yale University School of Medicine (2013)
Undergraduate School
- BA, Yale University (CT) (2008)
Languages
EnglishDepartment
Radiology-DiagnosticsProfessional Titles
- Associate Professor
- Vice Chair of Clinical Research
Publications
- 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
- Dai Y, Imami M, Hu R, Zhang C, Zhao L, Kargilis DC, Zhang H, Yu G, Liao WH, Jiao Z, Zhu C, Yang L, Bai HX. Prediction of Motor Symptom Progression of Parkinson's Disease Through Multimodal Imaging-Based Machine Learning. J Imaging Inform Med. 2025 Jul 7. [Epub ahead of print] PubMed PMID: 40624388
- 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
- Zhong Z, Zhang H, Fayad FH, Lancaster AC, Sollee J, Kulkarni S, Lin CT, Li J, Gao X, Collins S, Greineder CF, Ahn SH, Bai HX, Jiao Z, Atalay MK. Pulmonary Embolism Survival Prediction Using Multimodal Learning Based on Computed Tomography Angiography and Clinical Data. J Thorac Imaging. 2025 Sep 1;40(5). PubMed PMID: 40200808
- Toruner MD, Shi V, Sollee J, Hsu WC, Yu G, Dai YW, Merlo C, Suresh K, Jiao Z, Wang X, Mao S, Bai H. Artificial Intelligence-Driven Wireless Sensing for Health Management. Bioengineering (Basel). 2025 Feb 27;12(3). PubMed PMID: 40150708
- Liu T, Hu T, Lu W, Yu Y, Xue S, Wu K, Liu Y, Lin J, Bai H, Yun Z, Wang W. Morphology and biomechanical index predict the rupture location and rupture risk of abdominal aortic aneurysm. Sci Rep. 2025 Mar 20;15(1):9604. PubMed PMID: 40113854
- Tian X, Li HD, Lin H, Li C, Wang YP, Bai HX, Lan W, Liu J. Inspired by pathogenic mechanisms: A novel gradual multi-modal fusion framework for mild cognitive impairment diagnosis. Neural Netw. 2025 Jul;187:107343. PubMed PMID: 40081274
- Yang F, Hu R, Hu J, Zhao L, Zhang Y, Mao Y, Tang J, Li S, He J, Chen R, Guo J, Zhang W, Zhu L, Jiao X, Liu S, Luo G, Zhou H, Fang X, Zheng H, Li L, Han Z, Jiao Z, Bai HX, Li J, Liao W. Automated deep learning-assisted early detection of radiation-induced temporal lobe injury on MRI: a multicenter retrospective analysis. Eur Radiol. 2025 Sep;35(9):5239-5251. PubMed PMID: 40050455
- Zhong Z, Li J, Sollee J, Collins S, Bai H, Zhang P, Healey T, Atalay M, Gao X, Jiao Z. Multi-Modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation. IEEE J Biomed Health Inform. 2025 May;29(5):3293-3303. PubMed PMID: 38905090
- Rex NB, Chuck CC, Dandapani HG, Zhou HY, Yi TY, Collins SA, Bai HX, Eloyan A, Jones RN, Boxerman JL, Girard TD, Boukrina O, Reznik ME. Neuroimaging Markers of Brain Reserve and Associations with Delirium in Patients with Intracerebral Hemorrhage. Neurocrit Care. 2025 Jun;42(3):911-919. PubMed PMID: 39562387
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
- Vascular and Interventional Radiology