Boundary-to-Marker Evidence-Controlled Segmentation and MDL-Based Contour Inference for Overlapping Nuclei. - Jie Song 014; Liang Xiao 001; Zhichao Lian (IEEE J. Biomed. Health Informatics, 2017)

Architectural analysis on dynamic MRI to study thoracic insufficiency syndrome. - Jie Song 014; Jayaram K. Udupa; Yubing Tong; Liang Xiao 001; Caiyun Wu; Joseph M. McDonough; Anthony Capraro; Drew A. Torigian; Robert M. Campbell Jr. (Image-Guided Procedures, 2018)

Contour-Seed Pairs Learning-Based Framework for Simultaneously Detecting and Segmenting Various Overlapping Cells/Nuclei in Microscopy Images. - Jie Song 014; Liang Xiao 001; Zhichao Lian (IEEE Trans. Image Process., 2018)

Supervised Hyperspectral Image Classification Via Sparse Separable Convolutional Feature Learning. - Mengfei Song; Jie Song 014; Liang Xiao 001 (IGARSS, 2019)

Multi-layer boosting sparse convolutional model for generalized nuclear segmentation from histopathology images. - Jie Song 014; Liang Xiao 001; Mohsen Molaei; Zhichao Lian (Knowl. Based Syst., 2019)

Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images. - Jie Song 014; Liang Xiao 001; Mohsen Molaei; Zhichao Lian (CoRR, 2020)

Dual Contrastive Universal Adaptation Network. - Ziyun Cai; Jie Song 014; Tengfei Zhang 001; Xiao-Yuan Jing; Ling Shao 001 (ICME, 2021)

Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images. - Jie Song 014; Liang Xiao 001; Mohsen Molaei; Zhichao Lian (IEEE Trans. Image Process., 2021)

Learnable Snake R-CNN for Instance-Level Biomedical Image Segmentation. - Jie Song 014; Ziyun Cai; Yurong Song; Guoping Jiang; Zhichao Lian; Liang Xiao 001 (ICIP, 2023)

Deep Open-Curve Snake for Discriminative 3D Neuron Tracking. - Jie Song 014; Zhichao Lian; Liang Xiao 001 (IEEE J. Biomed. Health Informatics, 2023)

URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction. - Jie Song 014; Yue Sun; Ziyun Cai; Liang Xiao 001; Yawen Huang; Yefeng Zheng 001 (CoRR, 2024)

Local weight coupled network: multi-modal unequal semi-supervised domain adaptation. - Ziyun Cai; Jie Song 014; Tengfei Zhang 001; Changhui Hu 001; Xiao-Yuan Jing (Multim. Tools Appl., 2024)

Enhancing Federated Domain Adaptation via Multi-Granular Fine-Grained Alignment. - Ziyun Cai; Shangshang Song; Jie Song 014; Yawen Huang; Changhui Hu 001; Xiao-Yuan Jing (ICASSP, 2025)

Segmentation of 3D neuronal morphologies in microscopy images utilizing flexible open-curve snakes. - Amir Vatani; Jie Song 014; Liang Xiao 001 (Neurocomputing, 2025)

DUSA-UNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction. - Jie Song 014; Yue Sun; Ziyun Cai; Liang Xiao 001; Yawen Huang; Yefeng Zheng 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

A boundary evidence controlled level set inference method for nuclei instance segmentation in histopathology images. - Amir Vatani; Jie Song 014; Liang Xiao 001 (Multim. Tools Appl., 2025)