Hua-Chieh Shao, Ph.D.

Instructor

School: Medical School
Department: Radiation Oncology

Education

Graduate School: (2024)

Publications

FDDM: unsupervised medical image translation with a frequency-decoupled diffusion model: Li Y, Shao HC, Qian X, Zhang Y Machine Learning: Science and Technology 2025 Jun 6
Real-time CBCT imaging and motion tracking via a single arbitrarily-angled x-ray projection by a joint dynamic reconstruction and motion estimation (DREME) framework: Shao HC, Mengke T, Pan T, Zhang Y Physics in medicine and biology 2025 Jan 70
Histogram matching-enhanced adversarial learning for unsupervised domain adaptation in medical image segmentation: Qian X, Shao HC, Li Y, Lu W, Zhang Y Medical physics 2025
A segment anything model-guided and match-based semi-supervised segmentation framework for medical imaging: Xu G, Qian X, Shao HC, Luo J, Lu W, Zhang Y Medical physics 2025
Prior frequency guided diffusion model for limited angle (LA)-CBCT reconstruction: Xie J, Shao HC, Li Y, Zhang Y Physics in medicine and biology 2024 Jul 69
Dynamic CBCT imaging using prior model-free spatiotemporal implicit neural representation (PMF-STINR): Shao HC, Mengke T, Pan T, Zhang Y Physics in medicine and biology 2024 Jun 69
3D cine-magnetic resonance imaging using spatial and temporal implicit neural representation learning (STINR-MR): Shao HC, Mengke T, Deng J, Zhang Y Physics in medicine and biology 2024 May 69
Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models: Li Y, Shao HC, Liang X, Chen L, Li R, Jiang S, Wang J, Zhang Y IEEE Transactions on Medical Imaging 2024 Mar 43 980-993
Real-time liver motion estimation via deep learning-based angle-agnostic X-ray imaging: Shao HC, Li Y, Wang J, Jiang S, Zhang Y Medical physics 2023 Nov 50 6649-6662
Real-time liver tumor localization via combined surface imaging and a single x-ray projection: Shao HC, Li Y, Wang J, Jiang S, Zhang Y Physics in medicine and biology 2023 Mar 68