MRI image synthesis with dual discriminator adversarial learning and difficulty-aware attention mechanism for hippocampal subfields segmentation. - Baoqiang Ma; Yan Zhao; Yujing Yang; Xiaohui Zhang 012; Xiaoxi Dong; Debin Zeng; Siyu Ma; Shuyu Li (Comput. Medical Imaging Graph., 2020)

Task-based evaluation of deep image super-resolution in medical imaging. - Varun A. Kelkar; Xiaohui Zhang 012; Jason L. Granstedt; Hua Li 003; Mark A. Anastasio (Image Perception, Observer Performance, and Technology Assessment, 2021)

Impact of deep learning-based image super-resolution on binary signal detection. - Xiaohui Zhang 012; Varun A. Kelkar; Jason L. Granstedt; Hua Li 003; Mark A. Anastasio (CoRR, 2021)

A novel adversarial learning strategy for medical image classification. - Zong Fan; Xiaohui Zhang 012; Jacob A. Gasienica; Jennifer Potts; Su Ruan; Wade Thorstad; Hiram Gay; Xiaowei Wang; Hua Li 003 (CoRR, 2022)

Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework. - Zong Fan; Ping Gong 006; Shanshan Tang; Christine U. Lee; Xiaohui Zhang 012; Pengfei Song; Shigao Chen; Hua Li 003 (CoRR, 2022)

An auxiliary attention-based network for joint classification and localization of breast tumor on ultrasound images. - Zong Fan; Ping Gong 006; Shanshan Tang; Christine U. Lee; Xiaohui Zhang 012; Zhimin Wang; Pengfei Song; Shigao Chen; Hua Li 003 (Image Processing, 2023)

Diffusion Model-Based Data Augmentation for Lung Ultrasound Classification with Limited Data. - Xiaohui Zhang 012; Ahana Gangopadhyay; Hsi-Ming Chang; Ravi Soni (ML4H@NeurIPS, 2023)

Joint localization and classification of breast masses on ultrasound images using an auxiliary attention-based framework. - Zong Fan; Ping Gong 006; Shanshan Tang; Christine U. Lee; Xiaohui Zhang 012; Pengfei Song; Shigao Chen; Hua Li 003 (Medical Image Anal., 2023)