Jingsong Li

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 74

Top Topics

Tumor Segmentation

Prediction Model

Pulmonary Embolism

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Publications

Qianghua Liu, Yu Tian, Tianshu Zhou, Kewei Lyu, Zhixiao Wang, Yixiao Zheng, Ying Liu, Jingjing Ren, Jingsong Li
An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Qianghua Liu, Yu Tian, Tianshu Zhou, Kewei Lyu, Ran Xin, Yong Shang, Ying Liu, Jingjing Ren, Jingsong Li
A few-shot disease diagnosis decision making model based on meta-learning for general practice. Artif. Intell. Medicine 147 (2024)
Tianshu Zhou, Yulang Feng, Jianda Wang, Yu Tian, Jianhua Feng, Jingsong Li
Real-Time Epileptic Seizure Detection Based on Deep Learning. EMBC (2023)
Jia Chen, Feifei Bao, Huiyao Sun, Yu Tian, Tianshu Zhou, Jingsong Li
Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System? MedInfo (2023)
Chao Huang, Peijun Hu, Yu Tian, Yiwei Gao, Yangyang Wang, Qi Zhang, Tingbo Liang, Jingsong Li
Mining Whole-liver Information with Deep Learning for Preoperatively Predicting HCC Recurrence-free Survival. EMBC (2023)
Changrong Pan, Yu Tian, Tianshu Zhou, Jingsong Li
Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes. MedInfo (2023)
Jing Ma, Yu Wang, Shuang Ma, Jingsong Li
The Investigation and Prediction of Voriconazole-Associated Hepatotoxicity under Therapeutic Drug Monitoring. EMBC (2023)
Shengqiang Chi, Yuqing Wang, Ying Zhang, Weiwei Zhu, Jingsong Li
Graph Neural Network Based Multi-Label Hierarchical Classification for Disease Predictions in General Practice. MedInfo (2023)
Jin Li, Benjamin J. Cairns, Jingsong Li, Tingting Zhu
Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications. npj Digit. Medicine 6 (2023)
Yi Ren, Jing Xia, Ziyi Yu, Zhenchuan Zhang, Tianshu Zhou, Yu Tian, Jingsong Li
Hierarchical Label Distribution Learning for Disease Prediction. MedInfo (2023)
Tianshu Zhou, Yao Lu, Yin Zhang, Jiaqi Wang, Yu Tian, Jingsong Li
A Blockchain-Based Approach for Patient Data Alignment Across Institutions. MedInfo (2023)
Peijun Hu, Xiang Li, Na Lu, Kaiqi Dong, Xueli Bai, Tingbo Liang, Jingsong Li
Prediction of New-Onset Diabetes After Pancreatectomy With Subspace Clustering Based Multi-View Feature Selection. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Titinunt Kitrungrotsakul, Yingying Xu, Qingqing Chen, Jing Liu, Yinhao Li, Lanfen Lin, Hongjie Hu, Ruofeng Tong, Jingsong Li, Yen-Wei Chen
MSPA-DLA++: A Multi-Scale Phase Attention Deep Layer Aggregation for Lesion Detection in Multi-Phase CT Images. MedInfo (2023)
Yu Wang, Shuang Ma, Hua Ru, Hongyi Ni, Jingsong Li
A Post-Marketing Drug Evaluation Framework Based on Real-World Electronic Health Records Data. MedInfo (2023)
Zhenchuan Zhang, Yu Tian, Tianshu Zhou, Yinghao Zhao, Jungen Zhang, Jingsong Li
Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services. MedInfo (2023)
Yangdi Xu, Jingsong Li, Hongxiang Lin
Deep Fusion Network Based Sparse View CT Reconstructions for Clinical Diagnostic Scanners. EMBC (2023)
Jing Xia, Qiang Li, Yu Tian, Yinghao Zhao, Zhuyi Shen, Tianshu Zhou, Jingsong Li
An unmanned emergency blood dispatch system based on an early prediction and fast delivery strategy: Design and development study. Comput. Methods Programs Biomed. 235 (2023)
Peijun Hu, Qianqian Qi, Yanxia Zhao, Miaomiao Fu, Jingsong Li
Multimodality Fusion Method Based on Multiview Subspace Clustering for Pulmonary Embolism Diagnosis. MedInfo (2023)
Ge Shu, Tianshu Zhou, Yu Tian, Jingsong Li
Design of Household Cognitive Level Assessment System Based on Grip Force and Finger Force Distribution. MedInfo (2023)
Yu Wang, Jing Ma, Shuang Ma, Jiaqi Wang, Jingsong Li
Causal Evaluation of Post-Marketing Drugs for Drug-induced Liver Injury from Electronic Health Records. EMBC (2023)
Jing Liu, Yang Ai, Chao Huang, Fang Wang, Yingying Xu, Titinunt Kitrungrotsakul, Jing Ma, Lanfen Lin, Yen-Wei Chen, Jingsong Li
CMIR: A Unified Cross-Modality Framework for Preoperative Accurate Prediction of Microvascular Invasion in Hepatocellular Carcinoma. MedInfo (2023)
Jingsong Li, Ying Wang, Li-hua Zheng, Man Zhang, Minjuan Wang
Towards end-to-end deep RNN based networks to precisely regress of the lettuce plant height by single perspective sparse 3D point cloud. Expert Syst. Appl. 229 (Part A) (2023)
Shengqiang Chi, Feng Wang, Xueyao Li, Minghong Xu, Jingsong Li
Temporal Phenotyping for End-Stage Renal Disease Using Longitudinal Electronic Health Records. MedInfo (2023)
Changshan Han, He Huang, Zhengfeng Lan, Zeyu Zhuang, Jingsong Li, Hongxiang Lin
Pulse Stretching Correction for Improving Ultrasound Image Resolution. EMBC (2023)
He Huang, Zheng Li, Changshan Han, Guangwei Wu, Zeyu Zhuang, Jingsong Li, Hongxiang Lin
Auto-tuning numerical method for acoustic wave simulation using analytical solution. EMBC (2023)
Yanxia Zhao, Peijun Hu, Jingsong Li
Partial Label Multi-organ Segmentation based on Local Feature Enhancement. EMBC (2023)
Jingjing Fan, Hui Yuan, Na Zhang, Min Jiang, Jingsong Li, Shuai Wang, Kai Zhang, Shengzhi Chang
A new miniaturized dual-band FSS with second-order response and independent operating bands. IEICE Electron. Express 20 (14) (2023)
Kaiqi Dong, Peijun Hu, Xiang Li, Yu Tian, Yan Zhu, Xueli Bai, Tingbo Liang, Jingsong Li
Position Prior Attention Network for Pancreas Tumor Segmentation. MedInfo (2023)
Ran Xin, Jia Chen, Feifei Bao, Yong Shang, Xu Han, Jingsong Li
A Personal Healthcare Knowledge Graph Framework for Diagnosis of Pelvic Masses Diseases. MedInfo (2023)
Chao Huang, Peijun Hu, Yu Tian, Yangyang Wang, Yiwei Gao, Qianqian Qi, Qi Zhang, Tingbo Liang, Jingsong Li
Whole-Liver Based Deep Learning for Preoperatively Predicting Overall Survival in Patients with Hepatocellular Carcinoma. MedInfo (2023)
Peijun Hu, Xiang Li, Na Lu, Xueli Bai, Tingbo Liang, Jingsong Li
Siamese Delta Network with Multimodality Fusion for Systemic Treatment Response Prediction in Pancreatic Cancer. EMBC (2023)
Shengqiang Chi, Tianshu Zhou, Weiwei Zhu, Xueyao Li, Jingsong Li
A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure. EMBC (2023)
Zhengfeng Lan, Chao Rong, Changshan Han, Xiaolei Qu, Jingsong Li, Hongxiang Lin
A joint method of coherence factor and nonlinear beamforming for synthetic aperture imaging with a ring array. EMBC (2023)
Zhixiao Wang, Jian Liu, Yu Tian, Tianshu Zhou, Qianghua Liu, Yunqing Qiu, Jingsong Li
Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Jinnan Hu, Peijun Hu, Yiwei Gao, Yanxia Zhao, Jingsong Li
A Multi-Resolution Denoising Method for Low-Dose CT Based on the Reconstruction of Wavelet High-Frequency Channel. MedInfo (2023)
Jing Liu, Jing Ma, Yang Ai, Jiayue Zhao, Fang Wang, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Jingsong Li
Vision-Guided Attention-Enhanced Network for Predicting Microvascular Invasion in Hepatocellular Carcinoma. EMBC (2023)
Yan Zhu, Peijun Hu, Yu Tian, Kaiqi Dong, Jingsong Li
Dual-Attention Model Fusing CNN and Transformer for Pancreas Segmentation. MedInfo (2023)
Dan-Yang Tong, Yu Wang, Jing Ma, Jiaqi Wang, Jingsong Li
Construction of a Prediction Model for Voriconazole-Induced Hepatotoxicity Based on Mixed-Effects Random Forest. MedInfo (2023)
Kewei Lyu, Yu Tian, Yong Shang, Tianshu Zhou, Ziyue Yang, Qianghua Liu, Xi Yao, Ping Zhang, Jianghua Chen, Jingsong Li
Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy. J. Biomed. Informatics 139 (2023)
Feng Wang, Shengqiang Chi, Xueyao Li, Hang Zhang, Jingsong Li
A Hemodialysis Mortality Prediction Model Based on Active Contrastive Learning. MedInfo (2023)
Yingying Xu, Jiayue Zhao, Qingqing Chen, Fang Wang, Lanfen Lin, Hongjie Hu, Ruofeng Tong, Jingsong Li, Yen-Wei Chen
Contrastive Learning for Preoperative Early Recurrence Prediction of Hepatocellular Carcinoma with Liver CT Image and Tumor Mask. EMBC (2023)
Ying Zhang, Yuqing Wang, Shengqiang Chi, Hua Ru, Yifan Jiang, Yu Tian, Tianshu Zhou, Jingsong Li
Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity. MedInfo (2023)
Chengkai Wu, Tianshu Zhou, Yu Tian, Huiyao Sun, Zhong Liu, Jingsong Li
Physician-Centered EHR Data Utilization: A Pilot Study. MedInfo (2023)
Jing Liu, Yulin Yang, Yang Ai, Titinunt Kitrungrotsakul, Fang Wang, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Jingsong Li
MVI-Wise GAN: Synthetic MRI to Improve Microvascular Invasion Prediction in Hepatocellular Carcinoma. EMBC (2023)
Titinunt Kitrungrotsakul, Qingqing Chen, Huitao Wu, Preeyanuch Srichola, Hongjie Hu, Wenchao Zhu, Chao Chen, Fangyi Xu, Yong Zhou, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen
A hybrid model of deep learning features and clinical features for severe cases predication of COVID-19. Medical Imaging: Computer-Aided Diagnosis (2023)
Jing Xia, Yi Ren, Zhenchuan Zhang, Feng Wang, Yu Tian, Tianshu Zhou, Jingsong Li
Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients. MedInfo (2023)
Shengqiang Chi, Yu Tian, Feng Wang, Tianshu Zhou, Shan Jin, Jingsong Li
A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models. Artif. Intell. Medicine 125 (2022)
Chengkai Wu, Tianshu Zhou, Yu Tian, Junya Wu, Jingsong Li, Zhong Liu
A method for the early prediction of chronic diseases based on short sequential medical data. Artif. Intell. Medicine 127 (2022)
Chengkai Wu, Tianshu Zhou, Junya Wu, Yu Tian, Jingsong Li
LabCor: Multi-label classification using a label correction strategy. Appl. Intell. 52 (5) (2022)
Ziyue Yang, Yu Tian, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li
Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Yue Zhang, Chengtao Peng, Liying Peng, Yingying Xu, Lanfen Lin, Ruofeng Tong, Zhiyi Peng, Xiongwei Mao, Hongjie Hu, Yen-Wei Chen, Jingsong Li
DeepRecS: From RECIST Diameters to Precise Liver Tumor Segmentation. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Yue Zhang, Chengtao Peng, Liying Peng, Huimin Huang, Ruofeng Tong, Lanfen Lin, Jingsong Li, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, Zhiyi Peng
Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting. MICCAI (1) (2021)
Yue Zhang, Chengtao Peng, Liying Peng, Huimin Huang, Ruofeng Tong, Lanfen Lin, Jingsong Li, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, Zhiyi Peng
Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting. CoRR (2021)
Titinunt Kitrungrotsakul, Qingqing Chen, Huitao Wu, Yutaro Iwamoto, Hongjie Hu, Wenchao Zhu, Chao Chen, Fangyi Xu, Yong Zhou, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen
Attention-RefNet: Interactive Attention Refinement Network for Infected Area Segmentation of COVID-19. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Jin Li, Yu Tian, Runze Li, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network. Artif. Intell. Medicine 113 (2021)
Titinunt Kitrungrotsakul, Yutaro Iwamoto, Satoko Takemoto, Hideo Yokota, Sari Ipponjima, Tomomi Nemoto, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen
Accurate and fast mitotic detection using an anchor-free method based on full-scale connection with recurrent deep layer aggregation in 4D microscopy images. BMC Bioinform. 22 (1) (2021)
Yingying Xu, Jing Liu, Lanfen Lin, Hongjie Hu, Ruofeng Tong, Jingsong Li, Yen-Wei Chen
M-DFNet: Multi-phase Discriminative Feature Network for Retrieval of Focal Liver Lesions. ICMR (2021)
Jin Li, Benjamin J. Cairns, Jingsong Li, Tingting Zhu
Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications. CoRR (2021)
Yu Wang, Yilin Zhu, Guofeng Lou, Ping Zhang, Jianghua Chen, Jingsong Li
A maintenance hemodialysis mortality prediction model based on anomaly detection using longitudinal hemodialysis data. J. Biomed. Informatics 123 (2021)
Jinzhong Song, Tianshu Zhou, Zhonggang Liang, Ruoxi Liu, Jianping Guo, Xinming Yu, Zhongping Cao, Chuang Yu, Qingjun Liu, Jingsong Li
Electrochemical Characteristics Based on Skin-Electrode Contact Pressure for Dry Biomedical Electrodes and the Application to Wearable ECG Signal Acquisition. J. Sensors 2021 (2021)
Qiancheng Ye, Qi Zhang, Yu Tian, Tianshu Zhou, Hongbin Ge, Jiajun Wu, Na Lu, Xueli Bai, Tingbo Liang, Jingsong Li
Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Yao Lu, Yu Tian, Tianshu Zhou, Shiqiang Zhu, Jingsong Li
Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Peijun Hu, Xiang Li, Yu Tian, Tianyu Tang, Tianshu Zhou, Xueli Bai, Shiqiang Zhu, Tingbo Liang, Jingsong Li
Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Jingsong Li, Junhua Tang, Jianhua Li, Futai Zou
Deep Reinforcement Learning for Intelligent Computing and Content Edge Service in ICN-based IoV. ICC Workshops (2021)
Yong Shang, Yu Tian, Min Zhou, Tianshu Zhou, Kewei Lyu, Zhixiao Wang, Ran Xin, Tingbo Liang, Shiqiang Zhu, Jingsong Li
EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Shengqiang Chi, Yu Tian, Feng Wang, Yu Wang, Ming Chen, Jingsong Li
Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Ziyue Yang, Yu Tian, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li
Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network. Comput. Methods Programs Biomed. 212 (2021)
Jin Li, Yu Tian, Yan Zhu, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
A multicenter random forest model for effective prognosis prediction in collaborative clinical research network. Artif. Intell. Medicine 103 (2020)
Yu Tian, Weiguo Chen, Tianshu Zhou, Jun Li, Kefeng Ding, Jingsong Li
Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study. Int. J. Medical Informatics 141 (2020)
Titinunt Kitrungrotsakul, Yutaro Iwamoto, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen
Interactive Deep Refinement Network for Medical Image Segmentation. CoRR (2020)
Fan Rao, Bao Yang, Yen-Wei Chen, Jingsong Li, Hongkai Wang, Hongwei Ye, Yaofa Wang, Kui Zhao, Wentao Zhu
A novel supervised learning method to generate CT images for attenuation correction in delayed pet scans. Comput. Methods Programs Biomed. 197 (2020)
Xin Qi, Yuwei Su, Keping Yu, Jingsong Li, Qiaozhi Hua, Zheng Wen, Jairo E. Lopez, Takuro Sato
Design and Performance Evaluation of Content-Oriented Communication System for IoT Network: A Case Study of Named Node Networking for Real-Time Video Streaming System. IEEE Access 7 (2019)
Tianyou Bao, Jingsong Li, Hanxing Hu, Shiang Li, Yu Meng, Changjiang Zhang
A New Optimized Queueing Model with Compensation and Buffer. BIBM (2018)
Changgeng Zhang, Yongjian Li, Jingsong Li, Qingxin Yang, Jianguo Zhu
Measurement of Three-Dimensional Magnetic Properties With Feedback Control and Harmonic Compensation. IEEE Trans. Ind. Electron. 64 (3) (2017)
Jie Bai, Junrong Wang, Feng Xue, Jingsong Li, Lijing Bu, Junming Hu, Gang Xu, Qiyu Bao, Guoping Zhao, Xiaoming Ding, Jie Yan, Jinyu Wu
proTF: a comprehensive data and phylogenomics resource for prokaryotic transcription factors. Bioinform. 26 (19) (2010)
Kaijian Shi, Jingsong Li
A wakeup rush current and charge-up time analysis method for programmable power-gating designs. SoCC (2007)