A Deep Learning Model of Automatic Detection of Pulmonary Nodules Based on Convolution Neural Networks (CNNs). - Xiaojiao Xiao; Yan Qiang; Juanjuan Zhao; Pengfei Zhao (BIC-TA (1), 2016)

Radiomics-guided GAN for Segmentation of Liver Tumor Without Contrast Agents. - Xiaojiao Xiao; Juanjuan Zhao; Yan Qiang; Jaron Chong; Xiaotang Yang; Ntikurako Guy-Fernand Kazihise; Bo Chen 013; Shuo Li 001 (MICCAI (2), 2019)

A feature extraction method for lung nodules based on a multichannel principal component analysis network (PCANet). - Xiaojiao Xiao; Zilin Qiang; Juanjuan Zhao; Yan Qiang; Pan Wang 014; Peng Han (Multim. Tools Appl., 2019)

mfTrans-Net: Quantitative Measurement of Hepatocellular Carcinoma via Multi-Function Transformer Regression Network. - Jianfeng Zhao 004; Xiaojiao Xiao; Dengwang Li; Jaron Chong; Zahra Kassam; Bo Chen 013; Shuo Li 001 (MICCAI (5), 2021)

Segmentation of Liver Lesions Without Contrast Agents With Radiomics-Guided Densely UNet-Nested GAN. - Xiaojiao Xiao; Yan Qiang; Juanjuan Zhao; Xingyu Yang; Xiaotang Yang (IEEE Access, 2021)

United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI. - Jianfeng Zhao 004; Dengwang Li; Xiaojiao Xiao; Fabio Accorsi; Harry Marshall; Tyler Cossetto; Dongkeun Kim; Daniel McCarthy; Cameron Dawson; Stefan Knezevic; Bo Chen 013; Shuo Li 001 (Medical Image Anal., 2021)

Task relevance driven adversarial learning for simultaneous detection, size grading, and quantification of hepatocellular carcinoma via integrating multi-modality MRI. - Xiaojiao Xiao; Jianfeng Zhao 004; Shuo Li 001 (Medical Image Anal., 2022)

Edge-Aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI. - Xiaojiao Xiao; Qinmin Vivian Hu; Guanghui Wang 001 (MICCAI (4), 2023)

Predicting Mitral Valve mTEER Surgery Outcomes Using Machine Learning and Deep Learning Techniques. - Tejas Vyas; Mohsena Chowdhury; Xiaojiao Xiao; Mathias Claeys; Géraldine Ong; Guanghui Wang 001 (ICMAI, 2024)

FgC2F-UDiff: Frequency-Guided and Coarse-to-Fine Unified Diffusion Model for Multi-Modality Missing MRI Synthesis. - Xiaojiao Xiao; Qinmin Vivian Hu; Guanghui Wang 001 (IEEE Trans. Computational Imaging, 2024)

Pyramid Hierarchical Masked Diffusion Model for Imaging Synthesis. - Xiaojiao Xiao; Qinmin Vivian Hu; Guanghui Wang 001 (CoRR, 2025)