Data Mining of Inspection-Time Rules in HIS with DeepSee. - Yan-Feng Liu; Hai-Yan Yu; Jing-song Li 001 (DBTA, 2010)

Design and development of an international clinical data exchange system: the international layer function of the Dolphin Project. - Jing-song Li 001; Tian-Shu Zhou; Jian Chu; Kenji Araki; Hiroyuki Yoshihara (J. Am. Medical Informatics Assoc., 2011)

Design of service registry for interoperable medical information system. - Long Guo; Xiaoguang Zhang; Yu Wang 036; Pengfei Li; Jing-song Li 001 (BMEI, 2012)

Ontology-Based Clinical Pathways with Semantic Rules. - Zhen Hu; Jing-song Li 001; Tian-Shu Zhou; Hai-Yan Yu; Muneou Suzuki; Kenji Araki (J. Medical Syst., 2012)

Design and Development of EMR Supporting Medical Process Management. - Jing-song Li 001; Xiaoguang Zhang; Jian Chu; Muneou Suzuki; Kenji Araki (J. Medical Syst., 2012)

Performance Assessment of EMR Systems Based on Post-Relational Database. - Hai-Yan Yu; Jing-song Li 001; Xiaoguang Zhang; Yu Tian 002; Muneou Suzuki; Kenji Araki (J. Medical Syst., 2012)

Applying a BP Neural Network Model to Predict the Length of Hospital Stay. - Jing-song Li 001; Yu Tian 002; Yan-Feng Liu; Ting Shu; Ming-Hui Liang (HIS, 2013)

Creating personalised clinical pathways by semantic interoperability with electronic health records. - Hua-Qiong Wang; Jing-song Li 001; Yi-Fan Zhang; Muneou Suzuki; Kenji Araki (Artif. Intell. Medicine, 2013)

The Meaningful Use of EMR in Chinese Hospitals: A Case Study on Curbing Antibiotic Abuse. - Jing-song Li 001; Xiaoguang Zhang; Hua-Qiong Wang; Yu Wang 036; Jing-Ming Wang; Qing-Dong Shao (J. Medical Syst., 2013)

Creating hospital-specific customized clinical pathways by applying semantic reasoning to clinical data. - Hua-Qiong Wang; Tian-Shu Zhou; Li-li Tian; Yang-ming Qian; Jing-song Li 001 (J. Biomed. Informatics, 2014)

Design and Development of A Mobile-based System for Supporting Emergency Triage Decision Making. - Yu Tian 002; Tian-Shu Zhou; Yu Wang 036; Mao Zhang 001; Jing-song Li 001 (J. Medical Syst., 2014)

Use of an Agent-Based Simulation Model to Evaluate a Mobile-Based System for Supporting Emergency Evacuation Decision Making. - Yu Tian 002; Tian-Shu Zhou; Qin Yao; Mao Zhang 001; Jing-song Li 001 (J. Medical Syst., 2014)

Cloud-Based Hospital Information System as a Service for Grassroots Healthcare Institutions. - Qin Yao; Xiong Han; Xi-Kun Ma; Yi-Feng Xue; Yi-Jun Chen; Jing-song Li 001 (J. Medical Syst., 2014)

An Electronic Medical Record System with Treatment Recommendations Based on Patient Similarity. - Yu Wang 036; Yu Tian 002; Li-li Tian; Yang-ming Qian; Jing-song Li 001 (J. Medical Syst., 2015)

Research and Development of Semantics-based Sharable Clinical Pathway Systems. - Hua-Qiong Wang; Tian-Shu Zhou; Yi-Fan Zhang; Li Chen; Jing-song Li 001 (J. Medical Syst., 2015)

Design and Development of a Medical Big Data Processing System Based on Hadoop. - Qin Yao; Yu Tian 002; Pengfei Li; Li-li Tian; Yang-ming Qian; Jing-song Li 001 (J. Medical Syst., 2015)

Integrating HL7 RIM and ontology for unified knowledge and data representation in clinical decision support systems. - Yi-Fan Zhang; Yu Tian 002; Tian-Shu Zhou; Kenji Araki; Jing-song Li 001 (Comput. Methods Programs Biomed., 2016)

Design and Development of a Sharable Clinical Decision Support System Based on a Semantic Web Service Framework. - Yi-Fan Zhang; Ling Gou; Yu Tian 002; Tian-Chang Li; Mao Zhang 001; Jing-song Li 001 (J. Medical Syst., 2016)

A Study on Data-Driven Novel Cancer Staging Methods. - Yuan Gao; Yu Tian 002; Shengqiang Chi; Yao Lu; Xinhang Li; Tianshu Zhou; Jing-song Li 001 (MedInfo, 2017)

Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease. - Yong Shang; Yu Wang 036; Ling Gou; Chengkai Wu; Tianshu Zhou; Jing-song Li 001 (MedInfo, 2017)

CD-KES: An Ontology Based Knowledge Education System for Patients with Chronic Diseases and Its Constructing Approach. - Chengkai Wu; Ling Gou; Yu Wang 036; Yong Shang; Yu Tian 002; Jing-song Li 001 (MedInfo, 2017)

Identifying Biomarkers of Hepatocellular Carcinoma Based on Gene Co-Expression Network from High-Throughput Data. - Ying Zhang; Zhiping Liu; Jing-song Li 001 (MedInfo, 2017)

An ontology-based approach to patient follow-up assessment for continuous and personalized chronic disease management. - Yifan Zhang; Ling Gou; Tian-Shu Zhou; De-nan Lin; Jing Zheng; Ye Li; Jing-song Li 001 (J. Biomed. Informatics, 2017)

High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal. - Pengfei Li; Yu Wang 036; Jiangchun He; Lihua Wang; Yu Tian 002; Tian-Shu Zhou; Tian-Chang Li; Jing-song Li 001 (IEEE Trans. Biomed. Eng., 2017)

An Automatic User-Adapted Physical Activity Classification Method Using Smartphones. - Pengfei Li; Yu Wang 036; Yu Tian 002; Tian-Shu Zhou; Jing-song Li 001 (IEEE Trans. Biomed. Eng., 2017)

A Shared Decision-Making System for Diabetes Medication Choice Utilizing Electronic Health Record Data. - Yu Wang 036; Pengfei Li; Yu Tian 002; Jingjing Ren; Jing-song Li 001 (IEEE J. Biomed. Health Informatics, 2017)

POPCORN: A web service for individual PrognOsis prediction based on multi-center clinical data CollabORatioN without patient-level data sharing. - Yu Tian 002; Yong Shang; Dan-Yang Tong; Shengqiang Chi; Jun Li 099; Xiang-Xing Kong; Ke-Feng Ding; Jing-Song Li 001 (J. Biomed. Informatics, 2018)

Intradialytic blood pressure pattern recognition based on density peak clustering. - Feng Wang 035; Jing-yi Zhou; Yu Tian 002; Yu Wang 036; Ping Zhang; Jianghua Chen; Jing-song Li 001 (J. Biomed. Informatics, 2018)

Semi-supervised learning to improve generalizability of risk prediction models. - Shengqiang Chi; Xinhang Li; Yu Tian 002; Jun Li 099; Xiang-Xing Kong; Ke-Feng Ding; Chunhua Weng; Jing-Song Li 001 (J. Biomed. Informatics, 2019)

Pattern recognition and prognostic analysis of longitudinal blood pressure records in hemodialysis treatment based on a convolutional neural network. - Feng Wang 035; Yu Wang 036; Yu Tian 002; Ping Zhang; Jianghua Chen; Jing-song Li 001 (J. Biomed. Informatics, 2019)

A multicenter random forest model for effective prognosis prediction in collaborative clinical research network. - Jin Li; Yu Tian 002; Yan Zhu; Tianshu Zhou; Jun Li 099; Kefeng Ding; Jingsong Li 001 (Artif. Intell. Medicine, 2020)

A novel supervised learning method to generate CT images for attenuation correction in delayed pet scans. - Fan Rao; Bao Yang; Yen-Wei Chen 001; Jingsong Li 001; Hongkai Wang; Hongwei Ye; Yaofa Wang; Kui Zhao; Wentao Zhu 002 (Comput. Methods Programs Biomed., 2020)

Interactive Deep Refinement Network for Medical Image Segmentation. - Titinunt Kitrungrotsakul; Yutaro Iwamoto; Lanfen Lin; Ruofeng Tong 001; Jingsong Li 001; Yen-Wei Chen 001 (CoRR, 2020)

Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study. - Yu Tian 002; Weiguo Chen; Tianshu Zhou; Jun Li 099; Kefeng Ding; Jingsong Li 001 (Int. J. Medical Informatics, 2020)

Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data. - Dan-Yang Tong; Yu Tian 002; Tianshu Zhou; Qiancheng Ye; Jun Li 099; Kefeng Ding; Jing-song Li 001 (BMC Medical Informatics Decis. Mak., 2020)

Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting. - Yue Zhang 042; Chengtao Peng; Liying Peng; Huimin Huang 002; Ruofeng Tong 001; Lanfen Lin; Jingsong Li 001; Yen-Wei Chen 001; Qingqing Chen 001; Hongjie Hu; Zhiyi Peng (MICCAI (1), 2021)

M-DFNet: Multi-phase Discriminative Feature Network for Retrieval of Focal Liver Lesions. - Yingying Xu; Jing Liu 041; Lanfen Lin; Hongjie Hu; Ruofeng Tong 001; Jingsong Li 001; Yen-Wei Chen 001 (ICMR, 2021)

Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network. - Jin Li; Yu Tian 002; Runze Li; Tianshu Zhou; Jun Li 099; Kefeng Ding; Jingsong Li 001 (Artif. Intell. Medicine, 2021)

Accurate and fast mitotic detection using an anchor-free method based on full-scale connection with recurrent deep layer aggregation in 4D microscopy images. - Titinunt Kitrungrotsakul; Yutaro Iwamoto; Satoko Takemoto; Hideo Yokota; Sari Ipponjima; Tomomi Nemoto; Lanfen Lin; Ruofeng Tong 001; Jingsong Li 001; Yen-Wei Chen 001 (BMC Bioinform., 2021)

Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network. - Ziyue Yang; Yu Tian 002; Tianshu Zhou; Yilin Zhu; Ping Zhang; Jianghua Chen; Jingsong Li 001 (Comput. Methods Programs Biomed., 2021)

A maintenance hemodialysis mortality prediction model based on anomaly detection using longitudinal hemodialysis data. - Yu Wang 036; Yilin Zhu; Guofeng Lou; Ping Zhang; Jianghua Chen; Jingsong Li 001 (J. Biomed. Informatics, 2021)

Electrochemical Characteristics Based on Skin-Electrode Contact Pressure for Dry Biomedical Electrodes and the Application to Wearable ECG Signal Acquisition. - Jinzhong Song; Tianshu Zhou; Zhonggang Liang; Ruoxi Liu; Jianping Guo; Xinming Yu; Zhongping Cao; Chuang Yu; Qingjun Liu; Jingsong Li 001 (J. Sensors, 2021)

Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis. - Shengqiang Chi; Yu Tian 002; Feng Wang 035; Yu Wang 146; Ming Chen; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network. - Peijun Hu; Xiang Li; Yu Tian 002; Tianyu Tang; Tianshu Zhou; Xueli Bai; Shiqiang Zhu; Tingbo Liang; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

Attention-RefNet: Interactive Attention Refinement Network for Infected Area Segmentation of COVID-19. - Titinunt Kitrungrotsakul; Qingqing Chen 001; Huitao Wu; Yutaro Iwamoto; Hongjie Hu; Wenchao Zhu; Chao Chen; Fangyi Xu; Yong Zhou; Lanfen Lin; Ruofeng Tong 001; Jingsong Li 001; et al. (IEEE J. Biomed. Health Informatics, 2021)

Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption. - Yao Lu; Yu Tian 002; Tianshu Zhou; Shiqiang Zhu; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice. - Yong Shang; Yu Tian 002; Min Zhou; Tianshu Zhou; Kewei Lyu; Zhixiao Wang; Ran Xin; Tingbo Liang; Shiqiang Zhu; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions. - Qiancheng Ye; Qi Zhang 054; Yu Tian 002; Tianshu Zhou; Hongbin Ge; Jiajun Wu 009; Na Lu; Xueli Bai; Tingbo Liang; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2021)

LabCor: Multi-label classification using a label correction strategy. - Chengkai Wu; Tianshu Zhou; Junya Wu; Yu Tian 002; Jingsong Li 001 (Appl. Intell., 2022)

A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models. - Shengqiang Chi; Yu Tian 002; Feng Wang 035; Tianshu Zhou; Shan Jin; Jingsong Li 001 (Artif. Intell. Medicine, 2022)

A method for the early prediction of chronic diseases based on short sequential medical data. - Chengkai Wu; Tianshu Zhou; Yu Tian 002; Junya Wu; Jingsong Li 001; Zhong Liu (Artif. Intell. Medicine, 2022)

Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning. - Ziyue Yang; Yu Tian 002; Tianshu Zhou; Yilin Zhu; Ping Zhang; Jianghua Chen; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2022)

DeepRecS: From RECIST Diameters to Precise Liver Tumor Segmentation. - Yue Zhang 042; Chengtao Peng; Liying Peng; Yingying Xu; Lanfen Lin; Ruofeng Tong 001; Zhiyi Peng; Xiongwei Mao; Hongjie Hu; Yen-Wei Chen 001; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2022)

A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure. - Shengqiang Chi; Tianshu Zhou; Weiwei Zhu; Xueyao Li; Jingsong Li 001 (EMBC, 2023)

Pulse Stretching Correction for Improving Ultrasound Image Resolution. - Changshan Han; He Huang; Zhengfeng Lan; Zeyu Zhuang; Jingsong Li 001; Hongxiang Lin (EMBC, 2023)

Siamese Delta Network with Multimodality Fusion for Systemic Treatment Response Prediction in Pancreatic Cancer. - Peijun Hu; Xiang Li; Na Lu; Xueli Bai; Tingbo Liang; Jingsong Li 001 (EMBC, 2023)

Mining Whole-liver Information with Deep Learning for Preoperatively Predicting HCC Recurrence-free Survival. - Chao Huang; Peijun Hu; Yu Tian 002; Yiwei Gao; Yangyang Wang; Qi Zhang 054; Tingbo Liang; Jingsong Li 001 (EMBC, 2023)

Auto-tuning numerical method for acoustic wave simulation using analytical solution. - He Huang; Zheng Li; Changshan Han; Guangwei Wu; Zeyu Zhuang; Jingsong Li 001; Hongxiang Lin (EMBC, 2023)

A joint method of coherence factor and nonlinear beamforming for synthetic aperture imaging with a ring array. - Zhengfeng Lan; Chao Rong; Changshan Han; Xiaolei Qu; Jingsong Li 001; Hongxiang Lin (EMBC, 2023)

Vision-Guided Attention-Enhanced Network for Predicting Microvascular Invasion in Hepatocellular Carcinoma. - Jing Liu 041; Jing Ma; Yang Ai; Jiayue Zhao; Fang Wang 030; Lanfen Lin; Ruofeng Tong 001; Yen-Wei Chen 001; Jingsong Li 001 (EMBC, 2023)

MVI-Wise GAN: Synthetic MRI to Improve Microvascular Invasion Prediction in Hepatocellular Carcinoma. - Jing Liu 041; Yulin Yang; Yang Ai; Titinunt Kitrungrotsakul; Fang Wang 030; Lanfen Lin; Ruofeng Tong 001; Yen-Wei Chen 001; Jingsong Li 001 (EMBC, 2023)

The Investigation and Prediction of Voriconazole-Associated Hepatotoxicity under Therapeutic Drug Monitoring. - Jing Ma; Yu Wang 146; Shuang Ma; Jingsong Li 001 (EMBC, 2023)

Causal Evaluation of Post-Marketing Drugs for Drug-induced Liver Injury from Electronic Health Records. - Yu Wang 146; Jing Ma; Shuang Ma; Jiaqi Wang; Jingsong Li 001 (EMBC, 2023)

Deep Fusion Network Based Sparse View CT Reconstructions for Clinical Diagnostic Scanners. - Yangdi Xu; Jingsong Li 001; Hongxiang Lin (EMBC, 2023)

Contrastive Learning for Preoperative Early Recurrence Prediction of Hepatocellular Carcinoma with Liver CT Image and Tumor Mask. - Yingying Xu; Jiayue Zhao; Qingqing Chen 001; Fang Wang 030; Lanfen Lin; Hongjie Hu; Ruofeng Tong 001; Jingsong Li 001; Yen-Wei Chen 001 (EMBC, 2023)

Partial Label Multi-organ Segmentation based on Local Feature Enhancement. - Yanxia Zhao; Peijun Hu; Jingsong Li 001 (EMBC, 2023)

Real-Time Epileptic Seizure Detection Based on Deep Learning. - Tianshu Zhou; Yulang Feng; Jianda Wang; Yu Tian 002; Jianhua Feng; Jingsong Li 001 (EMBC, 2023)

Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System? - Jia Chen; Feifei Bao; Huiyao Sun; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

Temporal Phenotyping for End-Stage Renal Disease Using Longitudinal Electronic Health Records. - Shengqiang Chi; Feng Wang 035; Xueyao Li; Minghong Xu; Jingsong Li 001 (MedInfo, 2023)

Graph Neural Network Based Multi-Label Hierarchical Classification for Disease Predictions in General Practice. - Shengqiang Chi; Yuqing Wang; Ying Zhang; Weiwei Zhu; Jingsong Li 001 (MedInfo, 2023)

GCN-Based Risk Prediction for Necrosis Slide of Hepatocellular Carcinoma. - Boyang Deng; Yu Tian 002; Qiancheng Ye; Zhenxin Chai; Tianshu Zhou; Qi Zhang 054; Tingbo Liang; Jingsong Li 001 (MEDINFO, 2023)

Position Prior Attention Network for Pancreas Tumor Segmentation. - Kaiqi Dong; Peijun Hu; Xiang Li; Yu Tian 002; Yan Zhu; Xueli Bai; Tingbo Liang; Jingsong Li 001 (MedInfo, 2023)

A Multi-Resolution Denoising Method for Low-Dose CT Based on the Reconstruction of Wavelet High-Frequency Channel. - Jinnan Hu; Peijun Hu; Yiwei Gao; Yanxia Zhao; Jingsong Li 001 (MedInfo, 2023)

Multimodality Fusion Method Based on Multiview Subspace Clustering for Pulmonary Embolism Diagnosis. - Peijun Hu; Qianqian Qi 007; Yanxia Zhao; Miaomiao Fu; Jingsong Li 001 (MedInfo, 2023)

Whole-Liver Based Deep Learning for Preoperatively Predicting Overall Survival in Patients with Hepatocellular Carcinoma. - Chao Huang; Peijun Hu; Yu Tian 002; Yangyang Wang; Yiwei Gao; Qianqian Qi 007; Qi Zhang 054; Tingbo Liang; Jingsong Li 001 (MedInfo, 2023)

MSPA-DLA++: A Multi-Scale Phase Attention Deep Layer Aggregation for Lesion Detection in Multi-Phase CT Images. - Titinunt Kitrungrotsakul; Yingying Xu; Qingqing Chen 001; Jing Liu 041; Yinhao Li; Lanfen Lin; Hongjie Hu; Ruofeng Tong 001; Jingsong Li 001; Yen-Wei Chen 001 (MedInfo, 2023)

CMIR: A Unified Cross-Modality Framework for Preoperative Accurate Prediction of Microvascular Invasion in Hepatocellular Carcinoma. - Jing Liu 041; Yang Ai; Chao Huang; Fang Wang 030; Yingying Xu; Titinunt Kitrungrotsakul; Jing Ma; Lanfen Lin; Yen-Wei Chen 001; Jingsong Li 001 (MedInfo, 2023)

Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes. - Changrong Pan; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

Hierarchical Label Distribution Learning for Disease Prediction. - Yi Ren; Jing Xia; Ziyi Yu; Zhenchuan Zhang; Tianshu Zhou; Yu Tian 002; Jingsong Li 001 (MedInfo, 2023)

Design of Household Cognitive Level Assessment System Based on Grip Force and Finger Force Distribution. - Ge Shu; Tianshu Zhou; Yu Tian 002; Jingsong Li 001 (MedInfo, 2023)

Construction of a Prediction Model for Voriconazole-Induced Hepatotoxicity Based on Mixed-Effects Random Forest. - Dan-Yang Tong; Yu Wang 146; Jing Ma; Jiaqi Wang; Jingsong Li 001 (MedInfo, 2023)

A Hemodialysis Mortality Prediction Model Based on Active Contrastive Learning. - Feng Wang 035; Shengqiang Chi; Xueyao Li; Hang Zhang; Jingsong Li 001 (MedInfo, 2023)

A Post-Marketing Drug Evaluation Framework Based on Real-World Electronic Health Records Data. - Yu Wang 146; Shuang Ma; Hua Ru; Hongyi Ni; Jingsong Li 001 (MedInfo, 2023)

Physician-Centered EHR Data Utilization: A Pilot Study. - Chengkai Wu; Tianshu Zhou; Yu Tian 002; Huiyao Sun; Zhong Liu; Jingsong Li 001 (MedInfo, 2023)

Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients. - Jing Xia; Yi Ren; Zhenchuan Zhang; Feng Wang 035; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

A Personal Healthcare Knowledge Graph Framework for Diagnosis of Pelvic Masses Diseases. - Ran Xin; Jia Chen; Feifei Bao; Yong Shang; Xu Han; Jingsong Li 001 (MedInfo, 2023)

Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services. - Zhenchuan Zhang; Yu Tian 002; Tianshu Zhou; Yinghao Zhao; Jungen Zhang; Jingsong Li 001 (MedInfo, 2023)

Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity. - Ying Zhang; Yuqing Wang; Shengqiang Chi; Hua Ru; Yifan Jiang; Yu Tian 002; Tianshu Zhou; Jingsong Li 001 (MedInfo, 2023)

A Blockchain-Based Approach for Patient Data Alignment Across Institutions. - Tianshu Zhou; Yao Lu; Yin Zhang; Jiaqi Wang; Yu Tian 002; Jingsong Li 001 (MedInfo, 2023)

Dual-Attention Model Fusing CNN and Transformer for Pancreas Segmentation. - Yan Zhu; Peijun Hu; Yu Tian 002; Kaiqi Dong; Jingsong Li 001 (MedInfo, 2023)

A hybrid model of deep learning features and clinical features for severe cases predication of COVID-19. - Titinunt Kitrungrotsakul; Qingqing Chen 001; Huitao Wu; Preeyanuch Srichola; Hongjie Hu; Wenchao Zhu; Chao Chen; Fangyi Xu; Yong Zhou; Lanfen Lin; Ruofeng Tong 001; Jingsong Li 001; et al. (Computer-Aided Diagnosis, 2023)

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications. - Jin Li; Benjamin J. Cairns; Jingsong Li 001; Tingting Zhu 001 (npj Digit. Medicine, 2023)

Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy. - Kewei Lyu; Yu Tian 002; Yong Shang; Tianshu Zhou; Ziyue Yang; Qianghua Liu; Xi Yao; Ping Zhang; Jianghua Chen; Jingsong Li 001 (J. Biomed. Informatics, 2023)

Prediction of New-Onset Diabetes After Pancreatectomy With Subspace Clustering Based Multi-View Feature Selection. - Peijun Hu; Xiang Li; Na Lu; Kaiqi Dong; Xueli Bai; Tingbo Liang; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2023)

An unmanned emergency blood dispatch system based on an early prediction and fast delivery strategy: Design and development study. - Jing Xia; Qiang Li; Yu Tian 002; Yinghao Zhao; Zhuyi Shen; Tianshu Zhou; Jingsong Li 001 (Comput. Methods Programs Biomed., 2023)

Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach. - Zhixiao Wang; Jian Liu; Yu Tian 002; Tianshu Zhou; Qianghua Liu; Yunqing Qiu; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2023)

Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation. - Junya Wu; Tianshu Zhou; Yufan Guo; Yu Tian 002; Yuting Lou; Jianhua Feng; Jing-Song Li 001 (Health Inf. Sci. Syst., 2023)

FPGA Oriented Lightweight Deep Learning Inference for Liver Cancer Segmentation. - Yingying Xu; Yinjie Wang; Qingqing Chen 001; Hongjie Hu; Huimin Huang 002; Lanfen Lin; Yen-Wei Chen 001; Jingsong Li 001; Hongxiang Lin (ISBI, 2024)

NecroGlobalGCN: Integrating micronecrosis information in HCC prognosis prediction via graph convolutional neural networks. - Boyang Deng; Yu Tian 002; Qi Zhang 054; Yangyang Wang; Zhenxin Chai; Qiancheng Ye; Shang Yao; Tingbo Liang; Jingsong Li 001 (Comput. Methods Programs Biomed., 2024)

A few-shot disease diagnosis decision making model based on meta-learning for general practice. - Qianghua Liu; Yu Tian 002; Tianshu Zhou; Kewei Lyu; Ran Xin; Yong Shang; Ying Liu; Jingjing Ren; Jingsong Li 001 (Artif. Intell. Medicine, 2024)

An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice. - Qianghua Liu; Yu Tian 002; Tianshu Zhou; Kewei Lyu; Zhixiao Wang; Yixiao Zheng; Ying Liu; Jingjing Ren; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2024)

CISL-PD: A deep learning framework of clinical intervention strategies for Parkinson's disease based on directional counterfactual Dual GANs. - Changrong Pan; Yu Tian 002; Lingyan Ma; Tianshu Zhou; Shuyu Ouyang; Jingsong Li 001 (Expert Syst. Appl., 2025)

Position-aware representation learning with anatomical priors for enhanced pancreas tumor segmentation. - Kaiqi Dong; Peijun Hu; Yu Tian 002; Yan Zhu; Xiang Li; Tianshu Zhou; Xueli Bai; Tingbo Liang; Jingsong Li 001 (Neurocomputing, 2025)

Accurate Core Body Temperature Prediction for Infrared Thermography Considering Ambient Temperature and Personal Features. - Chengcheng Shan; Jiawen Hu; Tianshu Zhou; Jingsong Li 001 (IEEE J. Biomed. Health Informatics, 2025)

Integrating clinical reasoning into large language model-based diagnosis through etiology-aware attention steering. - Peixian Li; Yu Tian 002; Ruiqi Tu; Chengkai Wu; Jingjing Ren; Jingsong Li 001 (CoRR, 2025)

An EEG-based patient-independent epileptic seizure detection method based on domain generative adversarial network. - Yulang Feng; Tianshu Zhou; Yu Tian 002; Chengkai Wu; Jianda Wang; Jianhua Feng; Jingsong Li 001 (Health Inf. Sci. Syst., 2025)

A Knowledge-Driven Evidence Fusion Network for pancreatic tumor segmentation in CT images. - Kaiqi Dong; Yan Zhu; Yu Tian 002; Peijun Hu; Chengkai Wu; Xiang Li; Tianshu Zhou; Xueli Bai; Tingbo Liang; Jingsong Li 001 (Biomed. Signal Process. Control., 2026)