Cardiac left ventricular volumes prediction method based on atlas location and deep learning. - Gongning Luo; Suyu Dong; Kuanquan Wang; Henggui Zhang (BIBM, 2016)

A Left Ventricular Segmentation Method on 3D Echocardiography Using Deep Learning and Snake. - Suyu Dong; Gongning Luo; Guanxiong Sun; Kuanquan Wang; Henggui Zhang (CinC, 2016)

A Combined Multi-scale Deep Learning and Random Forests Approach for Direct Left Ventricular Volumes Estimation in 3D Echocardiography. - Suyu Dong; Gongning Luo; Guanxiong Sun; Kuanquan Wang; Henggui Zhang (CinC, 2016)

Calcium Calmodulin Dependent Protein Kinase II (CaMKII) Contribute to Arrhythmias after Acidosis: A Simulation Study. - Huanling Liu; Kuanquan Wang; Jieyun Bai; Suyu Dong; Henggui Zhang (CinC, 2016)

A Deep Learning Network for Right Ventricle Segmentation in Short-Axis MRI. - Gongning Luo; Ran An; Kuanquan Wang; Suyu Dong; Henggui Zhang (CinC, 2016)

A Novel Left Ventricular Volumes Prediction Method Based on Deep Learning Network in Cardiac MRI. - Gongning Luo; Guanxiong Sun; Kuanquan Wang; Suyu Dong; Henggui Zhang (CinC, 2016)

VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-Voxel Discrimination. - Suyu Dong; Gongning Luo; Kuanquan Wang; Shaodong Cao; Ashley Mercado; Olga Shmuilovich; Henggui Zhang; Shuo Li 001 (MICCAI (4), 2018)

Multi-Views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. - Gongning Luo; Suyu Dong; Kuanquan Wang; Wangmeng Zuo; Shaodong Cao; Henggui Zhang (IEEE Trans. Biomed. Eng., 2018)

Weakly Supervised Deformation Network for 3D Echocardiography Segmentation on Left Ventricle. - Suyu Dong; Gongning Luo; Naren Wulan; Shaodong Cao; Kuanquan Wang; Henggui Zhang (CinC, 2019)

A Deep Reinforcement Learning Framework for Frame-by-Frame Plaque Tracking on Intravascular Optical Coherence Tomography Image. - Gongning Luo; Suyu Dong; Kuanquan Wang; Dong Zhang 009; Yue Gao 002; Xin Chen 025; Henggui Zhang; Shuo Li 001 (MICCAI (1), 2019)

Deep Atlas Network for Efficient 3D Left Ventricle Segmentation on Echocardiography. - Suyu Dong; Gongning Luo; Clara M. Tam; Wei Wang 169; Kuanquan Wang; Shaodong Cao; Bo Chen 013; Henggui Zhang; Shuo Li 001 (Medical Image Anal., 2020)

Commensal correlation network between segmentation and direct area estimation for bi-ventricle quantification. - Gongning Luo; Suyu Dong; Wei Wang 169; Kuanquan Wang; Shaodong Cao; Clara M. Tam; Henggui Zhang; Joanne Howey; Pavlo Ohorodnyk; Shuo Li 001 (Medical Image Anal., 2020)

Synergistically Learning Class-specific Tokens for Multi-class Whole Slide Image Classification. - Pengzhong Sun; Wei Wang 169; Xiangyu Li 004; Suyu Dong; Shuo Li 001; Kuanquan Wang; Gongning Luo (BIBM, 2023)

Vision Transformers(ViT) Pretraining on 3D ABUS Image and Dual-CapsViT: Enhancing ViT Decoding via Dual-Channel Dynamic Routing. - Mingwang Xu; Wei Wang 169; Kuanquan Wang; Suyu Dong; Pengzhong Sun; Jinwei Sun; Gongning Luo (BIBM, 2023)

Graph Convolutional Network with Neural Inductive Matrix Completion for Predicting Disease-Related LncRNA Genes. - Qiang Yang 015; Shuxin Zhang; Suyu Dong; Long Xu; Weihe Dong; Xiaokun Li; Pengzhong Sun; Feng Jiang 001; Xianyu Zhang; Gongning Luo (BIBM, 2023)

Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge. - Gongning Luo; Kuanquan Wang; Jun Liu 080; Shuo Li 001; Xinjie Liang; Xiangyu Li 004; Shaowei Gan; Wei Wang 169; Suyu Dong; Wenyi Wang; Pengxin Yu; Enyou Liu; et al. (CoRR, 2023)

Biomedically Informed ECG Synthesis: Customizing Cardiac Cycle Phases with Diffusion Model. - Yuxin Lin; Jing Ma; Wei Wang 169; Zhihao Wu 002; Suyu Dong; Gongning Luo; Kuanquan Wang (BIBM, 2024)

Hierarchical Retrieval of High-Resolution Fingerprints Based on Pore Feature. - Jing Ma; Yuanrong Xu; Suyu Dong; Wei Wang 169 (BIBM, 2024)

Meta learning for mutant HLA class I epitope immunogenicity prediction to accelerate cancer clinical immunotherapy. - Long Xu; Qiang Yang 015; Weihe Dong; Xiaokun Li; Kuanquan Wang; Suyu Dong; Xianyu Zhang; Tiansong Yang; Gongning Luo; Xingyu Liao; Xin Gao 001; Guohua Wang (Briefings Bioinform., 2024)

HLAIImaster: a deep learning method with adaptive domain knowledge predicts HLA II neoepitope immunogenic responses. - Qiang Yang 015; Long Xu; Weihe Dong; Xiaokun Li; Kuanquan Wang; Suyu Dong; Xianyu Zhang; Tiansong Yang; Feng Jiang 001; Bin Zhang 042; Gongning Luo; Xin Gao 001; et al. (Briefings Bioinform., 2024)

SPEMix: a lightweight method via superclass pseudo-label and efficient mixup for echocardiogram view classification. - Shizhou Ma; Yifeng Zhang; Delong Li; Yixin Sun; Zhaowen Qiu; Lei Wei; Suyu Dong (Frontiers Artif. Intell., 2024)

Boosting knowledge diversity, accuracy, and stability via tri-enhanced distillation for domain continual medical image segmentation. - Zhanshi Zhu; Xinghua Ma; Wei Wang 169; Suyu Dong; Kuanquan Wang; Lianming Wu; Gongning Luo; Guohua Wang; Shuo Li 001 (Medical Image Anal., 2024)

Convergent-Diffusion Denoising Model for multi-scenario CT Image Reconstruction. - Xinghua Ma; Mingye Zou; Xinyan Fang; Gongning Luo; Wei Wang 169; Suyu Dong; Xiangyu Li 004; Kuanquan Wang; Qing Dong; Ye Tian; Shuo Li 001 (Comput. Medical Imaging Graph., 2025)

Diffusion model for medical image denoising, reconstruction and translation. - Wei Wang 169; Jiayu Xia; Gongning Luo; Suyu Dong; Xiangyu Li 004; Jie Wen 001; Shuo Li 001 (Comput. Medical Imaging Graph., 2025)

Tumor Detection, Segmentation and Classification Challenge on Automated 3D Breast Ultrasound: The TDSC-ABUS Challenge. - Gongning Luo; Mingwang Xu; Hongyu Chen; Xinjie Liang; Xing Tao; Dong Ni 001; Hyunsu Jeong; Chulhong Kim; Raphael Stock; Michael Baumgartner 001; Yannick Kirchhoff; Maximilian Rokuss; et al. (CoRR, 2025)

Adjacency-Aware Fuzzy Label Learning for Skin Disease Diagnosis. - Murong Zhou; Baifu Zuo; Guohua Wang; Gongning Luo; Fanding Li; Suyu Dong; Wei Wang 169; Kuanquan Wang; Xiangyu Li 004; Lifeng Xu (IEEE Trans. Fuzzy Syst., 2025)

MedFILIP: Medical Fine-Grained Language-Image Pre-Training. - Xinjie Liang; Xiangyu Li 004; Fanding Li; Jie Jiang; Qing Dong; Wei Wang 169; Kuanquan Wang; Suyu Dong; Gongning Luo; Shuo Li 001 (IEEE J. Biomed. Health Informatics, 2025)

A continuous-action deep reinforcement learning-based agent for coronary artery centerline extraction in coronary CT angiography images. - Yuyang Zhang; Gongning Luo; Wei Wang 169; Shaodong Cao; Suyu Dong; Daren Yu; Xiaoyun Wang; Kuanquan Wang (Medical Biol. Eng. Comput., 2025)

Structure and Smoothness Constrained Dual Networks for MR Bias Field Correction. - Dong Liang; Xingyu Qiu; Yuzhen Li; Wei Wang 169; Kuanquan Wang; Suyu Dong; Gongning Luo (CoRR, 2025)

Hypergraph-driven landmark detection foundation model on echocardiography for cardiac function quantification. - Suyu Dong; Delong Li; Yixin Sun; Xiaoxiao Hu; Yuming Zhao (Pattern Recognit., 2026)