Deep Learning over Multi-field Categorical Data - - A Case Study on User Response Prediction. - Weinan Zhang 001; Tianming Du; Jun Wang 012 (ECIR, 2016)

Detection and Classification of Chronic Total Occlusion lesions using Deep Learning. - Xuqing Liu; Tianming Du; Honggang Zhang 002; Chunlei Sun (EMBC, 2019)

Coronary Artery Vascular Segmentation on Limited Data via Pseudo-Precise Label. - Mo Zhai; Tianming Du; Ruolin Yang 001; Honggang Zhang 002 (EMBC, 2019)

Morphology Reconstruction of Obstructed Coronary Artery in Angiographic Images. - Tianming Du; Xiaotong Shi; Ruijia Wu; Honggang Zhang 002; Xiaolin Song; Jin Feng; Fuzhuo Sun (VCIP, 2019)

Enhanced Initialization with Multi-Stage Learning for Robust Visual Tracking. - Jin Feng; Shi Pu 002; Kaili Zhao; Honggang Zhang 002; Tianming Du (VCIP, 2019)

Multiple Slice k-space Deep Learning for Magnetic Resonance Imaging Reconstruction. - Tianming Du; Yanci Zhang; Xiaotong Shi; Shuang Chen (EMBC, 2020)

UENet: A Novel Generative Adversarial Network for Angiography Image Segmentation. - Xiaotong Shi; Tianming Du; Shuang Chen; Honggang Zhang 002; Changdong Guan; Bo Xu 002 (EMBC, 2020)

A 3D Convolutional Encapsulated Long Short-Term Memory (3DConv-LSTM) Model for Denoising fMRI Data. - Chongyue Zhao; Hongming Li; Zhicheng Jiao; Tianming Du; Yong Fan 001 (MICCAI (7), 2020)

Convolutional Subspace Clustering Network With Block Diagonal Prior. - Junjian Zhang; Chun-Guang Li; Tianming Du; Honggang Zhang 002; Jun Guo 002 (IEEE Access, 2020)

Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging. - Tianming Du; Honggang Zhang 002; Yuemeng Li; Hee Kwon Song; Yong Fan 001 (CoRR, 2020)

Form 10-Q Itemization. - Yanci Zhang; Tianming Du; Yujie Sun; Lawrence Donohue; Rui Dai (CIKM, 2021)

Adaptive convolutional neural networks for accelerating magnetic resonance imaging via k-space data interpolation. - Tianming Du; Honggang Zhang 002; Yuemeng Li; Stephen Pickup; Mark Rosen; Rong Zhou; Hee Kwon Song; Yong Fan 001 (Medical Image Anal., 2021)

Mining Diverse Clues with Transformers for Person Re-identification. - Xiaolin Song; Jin Feng; Tianming Du; Honggang Zhang 002 (PRCV (3), 2022)

ComLoss: A Novel Loss Towards More Compact Predictions for Pedestrian Detection. - Xiaolin Song; Jin Feng; Tianming Du; Honggang Zhang 002 (PRCV (4), 2022)

In vivo and in silico monitoring bone regeneration during distraction osteogenesis of the mouse femur. - Ruisen Fu; David Bertrand; Jianing Wang; Kyle Kavaseri; Yili Feng; Tianming Du; Youjun Liu; Bettina M. Willie; Haisheng Yang (Comput. Methods Programs Biomed., 2022)

Effect of the accordion technique on bone regeneration during distraction osteogenesis: A computational study. - Ruisen Fu; Yili Feng; Yang Liu; Xing Gao; David Bertrand; Tianming Du; Youjun Liu; Bettina M. Willie; Haisheng Yang (Comput. Methods Programs Biomed., 2022)

A computational analysis of potential aortic dilation induced by the hemodynamic effects of bicuspid aortic valve phenotypes. - Qianwen Hou; Keyi Tao; Tianming Du; Hongge Wei; Honghui Zhang; Shiliang Chen; Youlian Pan; Aike Qiao (Comput. Methods Programs Biomed., 2022)

Type Enhanced BERT for Correcting NER Errors. - Kuai Li; Chen Chen; Tao Yang 046; Tianming Du; Peijie Yu; Dong Du; Feng Zhang (ACL (Findings), 2023)

Multi-modal Medical Information based Data Mining for Expression and Characteristic Pattern Prediction of TP53 in Endometrial Carcinoma. - Tianming Du; Chen Li 022; Tao Jiang 014; Jinzhu Yang; Marcin Grzegorzek; Hongzan Sun (IEEE Big Data, 2023)

ECPC-IDS: A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions. - Dechao Tang; Xuanyi Li; Tianming Du; Deguo Ma; Zhiyu Ma; Hongzan Sun; Marcin Grzegorzek; Huiyan Jiang; Chen Li 022 (CoRR, 2023)

PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage. - Deguo Ma; Chen Li 022; Lin Qiao; Tianming Du; Dechao Tang; Zhiyu Ma; Marcin Grzegorzek; Hongzan Sun (CoRR, 2023)

A comprehensive survey of intestine histopathological image analysis using machine vision approaches. - Yujie Jing; Chen Li 022; Tianming Du; Tao Jiang 014; Hongzan Sun; Jinzhu Yang; Liyu Shi; Minghe Gao; Marcin Grzegorzek; Xiaoyan Li (Comput. Biol. Medicine, 2023)

RBMO-Att-Bi-LSTM: A Red-Billed Blue Magpie Optimiser-Self-attention Mechanism Based Optimisation of Bi-Directional Long- and Short-Term Memory Networks for Classification of COVID-19 CT Images. - Yihao Sun; Tianming Du; Hongzan Sun; Jian Xu; Md Mamunur Rahaman; Xinghao Wang; Xinyu Huang 003; Tao Jiang 014; Marcin Grzegorzek; Ning Xu 012; Chen Li 022 (ADMA (4), 2024)

RPE-Diff: A Relative Position Encoding Diffusion Model for Perirenal Fat Segmentation in Metabolic Syndrome. - Shuai Ye; Tianming Du; Frank Kulwa; Xiangyu Meng; Md Mamunur Rahaman; Marcin Grzegorzek; Ning Xu 012; Tao Jiang 014; Hongzan Sun; Chen Li 022 (ADMA (4), 2024)

CH-DDPMs: A Conjugate and Hybrid Diffusion Model for Low-Dose Fat CT Image Segmentation. - Zhihao Chen; Tianming Du; Yihao Sun; Tao Jiang 014; Ning Xu 012; Marcin Grzegorzek; Hongzan Sun; Chen Li 022 (BIBM, 2024)

A Novel Non-contrast CT Analysis based Method for Segmenting Epicardial Fat and Exploring the Correlation between Epicardial Fat and Cardiac Function. - Tianming Du; Tao Jiang 014; Marcin Grzegorzek; Ning Xu 012; Hongzan Sun; Chen Li 022 (BIBM, 2024)

PRS-Net: A Few-shot Network for Perirenal Fat and Renal Parenchyma Semantic Segmentation. - Xiangyu Meng; Tianming Du; Zihao Wang; Shuai Ye; Shuaiyi Tian; Kunyang Teng; Marcin Grzegorzek; Tao Jiang 014; Hongzan Sun; Chen Li 022 (IEEE Big Data, 2024)

An Infrared and Visible Image based Low-cost Tool for Metabolic Syndrome Monitoring. - Zihao Wang; Zhengwei Zhai; Tianming Du; Shuai Ye; Tao Jiang 014; Marcin Grzegorzek; Hongzan Sun; Chen Li 022 (IEEE Big Data, 2024)

PHE-SICH-CT-IDS: A benchmark CT image dataset for evaluation semantic segmentation, object detection and radiomic feature extraction of perihematomal edema in spontaneous intracerebral hemorrhage. - Deguo Ma; Chen Li 022; Tianming Du; Lin Qiao; Dechao Tang; Zhiyu Ma; Liyu Shi; Guotao Lu; Qingtao Meng; Zhihao Chen; Marcin Grzegorzek; Hongzan Sun (Comput. Biol. Medicine, 2024)

AATCT-IDS: A benchmark Abdominal Adipose Tissue CT Image Dataset for image denoising, semantic segmentation, and radiomics evaluation. - Zhiyu Ma; Chen Li 022; Tianming Du; Le Zhang 023; Dechao Tang; Deguo Ma; Shanchuan Huang; Yan Liu; Yihao Sun; Zhihao Chen; Jin Yuan; Qianqing Nie; et al. (Comput. Biol. Medicine, 2024)

ECPC-IDS: A benchmark endometrial cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions. - Dechao Tang; Chen Li 022; Tianming Du; Huiyan Jiang; Deguo Ma; Zhiyu Ma; Marcin Grzegorzek; Tao Jiang 014; Hongzan Sun (Comput. Biol. Medicine, 2024)

CopilotCAD: Empowering Radiologists with Report Completion Models and Quantitative Evidence from Medical Image Foundation Models. - Sheng Wang; Tianming Du; Katherine Fischer; Gregory E. Tasian; Justin Ziemba; Joanie M. Garratt; Hersh Sagreiya; Yong Fan 001 (CoRR, 2024)

Numerical simulation of fluid-structure interaction analysis for the performance of leaflet reimplantation with different types of artificial graft. - Qian Wang; Xinjin Luo; Juntao Qiu; Shengyi Hu; Xuechao Ding; Tianming Du; Yanping Zhang; Qianwen Hou; Jianye Zhou; Yiming Jin; Aike Qiao (Comput. Methods Programs Biomed., 2025)

Modeling the coupling between stent degradation and vascular remodeling considering the effects of mechanical stimuli and geometric interaction. - Hanbing Zhang; Shiliang Chen; Tianming Du; Yanping Zhang; Lifang Wu; Aike Qiao (Comput. Methods Programs Biomed., 2025)