Jingsong Li

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2025
CISL-PD: A deep learning framework of clinical intervention strategies for Parkinson's disease based on directional counterfactual Dual GANs.
Expert Syst. Appl., 2025

2024
An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice.
IEEE J. Biomed. Health Informatics, February, 2024

A few-shot disease diagnosis decision making model based on meta-learning for general practice.
Artif. Intell. Medicine, January, 2024

NecroGlobalGCN: Integrating micronecrosis information in HCC prognosis prediction via graph convolutional neural networks.
Comput. Methods Programs Biomed., 2024

FPGA Oriented Lightweight Deep Learning Inference for Liver Cancer Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Video-based evaluation system for tic action in Tourette syndrome: modeling, detection, and evaluation.
Health Inf. Sci. Syst., December, 2023

Integrating Medical Domain Knowledge for Early Diagnosis of Fever of Unknown Origin: An Interpretable Hierarchical Multimodal Neural Network Approach.
IEEE J. Biomed. Health Informatics, November, 2023

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., November, 2023

An unmanned emergency blood dispatch system based on an early prediction and fast delivery strategy: Design and development study.
Comput. Methods Programs Biomed., June, 2023

Prediction of New-Onset Diabetes After Pancreatectomy With Subspace Clustering Based Multi-View Feature Selection.
IEEE J. Biomed. Health Informatics, March, 2023

Causal knowledge graph construction and evaluation for clinical decision support of diabetic nephropathy.
J. Biomed. Informatics, March, 2023

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications.
npj Digit. Medicine, 2023

A new miniaturized dual-band FSS with second-order response and independent operating bands.
IEICE Electron. Express, 2023

A hybrid model of deep learning features and clinical features for severe cases predication of COVID-19.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Dual-Attention Model Fusing CNN and Transformer for Pancreas Segmentation.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A Blockchain-Based Approach for Patient Data Alignment Across Institutions.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Design and Application of Multi-Center Clinical Research Platform for Phenotyping of Voriconazole Hepatotoxicity.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Towards an Environmentally Robust Speech Assistant System for Emergency Medical Services.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A Personal Healthcare Knowledge Graph Framework for Diagnosis of Pelvic Masses Diseases.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Extracting Dynamic Information of Temporal Clinical Data to Predict the Outcome in Critically Ill Patients.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Physician-Centered EHR Data Utilization: A Pilot Study.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A Post-Marketing Drug Evaluation Framework Based on Real-World Electronic Health Records Data.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A Hemodialysis Mortality Prediction Model Based on Active Contrastive Learning.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Construction of a Prediction Model for Voriconazole-Induced Hepatotoxicity Based on Mixed-Effects Random Forest.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Design of Household Cognitive Level Assessment System Based on Grip Force and Finger Force Distribution.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Hierarchical Label Distribution Learning for Disease Prediction.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Personalized Prediction of Parkinson's Disease Progression Based on Deep Gaussian Processes.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

CMIR: A Unified Cross-Modality Framework for Preoperative Accurate Prediction of Microvascular Invasion in Hepatocellular Carcinoma.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

MSPA-DLA++: A Multi-Scale Phase Attention Deep Layer Aggregation for Lesion Detection in Multi-Phase CT Images.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Whole-Liver Based Deep Learning for Preoperatively Predicting Overall Survival in Patients with Hepatocellular Carcinoma.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Multimodality Fusion Method Based on Multiview Subspace Clustering for Pulmonary Embolism Diagnosis.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A Multi-Resolution Denoising Method for Low-Dose CT Based on the Reconstruction of Wavelet High-Frequency Channel.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Position Prior Attention Network for Pancreas Tumor Segmentation.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Graph Neural Network Based Multi-Label Hierarchical Classification for Disease Predictions in General Practice.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Temporal Phenotyping for End-Stage Renal Disease Using Longitudinal Electronic Health Records.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Does a Digital Health Application Could Be the Supplement to the Influenza Surveillance System?
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Real-Time Epileptic Seizure Detection Based on Deep Learning.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Partial Label Multi-organ Segmentation based on Local Feature Enhancement.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Contrastive Learning for Preoperative Early Recurrence Prediction of Hepatocellular Carcinoma with Liver CT Image and Tumor Mask.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Deep Fusion Network Based Sparse View CT Reconstructions for Clinical Diagnostic Scanners.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Causal Evaluation of Post-Marketing Drugs for Drug-induced Liver Injury from Electronic Health Records.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

The Investigation and Prediction of Voriconazole-Associated Hepatotoxicity under Therapeutic Drug Monitoring.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

MVI-Wise GAN: Synthetic MRI to Improve Microvascular Invasion Prediction in Hepatocellular Carcinoma.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Vision-Guided Attention-Enhanced Network for Predicting Microvascular Invasion in Hepatocellular Carcinoma.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A joint method of coherence factor and nonlinear beamforming for synthetic aperture imaging with a ring array.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Auto-tuning numerical method for acoustic wave simulation using analytical solution.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Mining Whole-liver Information with Deep Learning for Preoperatively Predicting HCC Recurrence-free Survival.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Siamese Delta Network with Multimodality Fusion for Systemic Treatment Response Prediction in Pancreatic Cancer.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Pulse Stretching Correction for Improving Ultrasound Image Resolution.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Knowledge-based and Data-driven Approach for Predicting Acute Kidney Injury in Patients with Heart Failure.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
DeepRecS: From RECIST Diameters to Precise Liver Tumor Segmentation.
IEEE J. Biomed. Health Informatics, 2022

Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning.
IEEE J. Biomed. Health Informatics, 2022

A method for the early prediction of chronic diseases based on short sequential medical data.
Artif. Intell. Medicine, 2022

A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models.
Artif. Intell. Medicine, 2022

LabCor: Multi-label classification using a label correction strategy.
Appl. Intell., 2022

2021
Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions.
IEEE J. Biomed. Health Informatics, 2021

EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice.
IEEE J. Biomed. Health Informatics, 2021

Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption.
IEEE J. Biomed. Health Informatics, 2021

Attention-RefNet: Interactive Attention Refinement Network for Infected Area Segmentation of COVID-19.
IEEE J. Biomed. Health Informatics, 2021

Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network.
IEEE J. Biomed. Health Informatics, 2021

Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis.
IEEE J. Biomed. Health Informatics, 2021

Electrochemical Characteristics Based on Skin-Electrode Contact Pressure for Dry Biomedical Electrodes and the Application to Wearable ECG Signal Acquisition.
J. Sensors, 2021

A maintenance hemodialysis mortality prediction model based on anomaly detection using longitudinal hemodialysis data.
J. Biomed. Informatics, 2021

Time-series deep survival prediction for hemodialysis patients using an attention-based Bi-GRU network.
Comput. Methods Programs Biomed., 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.
BMC Bioinform., 2021

Improving prediction for medical institution with limited patient data: Leveraging hospital-specific data based on multicenter collaborative research network.
Artif. Intell. Medicine, 2021

M-DFNet: Multi-phase Discriminative Feature Network for Retrieval of Focal Liver Lesions.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Deep Reinforcement Learning for Intelligent Computing and Content Edge Service in ICN-based IoV.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

2020
Improving prediction performance of colon cancer prognosis based on the integration of clinical and multi-omics data.
BMC Medical Informatics Decis. Mak., 2020

Establishment and evaluation of a multicenter collaborative prediction model construction framework supporting model generalization and continuous improvement: A pilot study.
Int. J. Medical Informatics, 2020

Interactive Deep Refinement Network for Medical Image Segmentation.
CoRR, 2020

A novel supervised learning method to generate CT images for attenuation correction in delayed pet scans.
Comput. Methods Programs Biomed., 2020

A multicenter random forest model for effective prognosis prediction in collaborative clinical research network.
Artif. Intell. Medicine, 2020

2019
Pattern recognition and prognostic analysis of longitudinal blood pressure records in hemodialysis treatment based on a convolutional neural network.
J. Biomed. Informatics, 2019

Semi-supervised learning to improve generalizability of risk prediction models.
J. Biomed. Informatics, 2019

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, 2019

2018
Intradialytic blood pressure pattern recognition based on density peak clustering.
J. Biomed. Informatics, 2018

POPCORN: A web service for individual PrognOsis prediction based on multi-center clinical data CollabORatioN without patient-level data sharing.
J. Biomed. Informatics, 2018

A New Optimized Queueing Model with Compensation and Buffer.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A Shared Decision-Making System for Diabetes Medication Choice Utilizing Electronic Health Record Data.
IEEE J. Biomed. Health Informatics, 2017

Measurement of Three-Dimensional Magnetic Properties With Feedback Control and Harmonic Compensation.
IEEE Trans. Ind. Electron., 2017

An Automatic User-Adapted Physical Activity Classification Method Using Smartphones.
IEEE Trans. Biomed. Eng., 2017

High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal.
IEEE Trans. Biomed. Eng., 2017

An ontology-based approach to patient follow-up assessment for continuous and personalized chronic disease management.
J. Biomed. Informatics, 2017

Identifying Biomarkers of Hepatocellular Carcinoma Based on Gene Co-Expression Network from High-Throughput Data.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

CD-KES: An Ontology Based Knowledge Education System for Patients with Chronic Diseases and Its Constructing Approach.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

A Study on Data-Driven Novel Cancer Staging Methods.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016
Design and Development of a Sharable Clinical Decision Support System Based on a Semantic Web Service Framework.
J. Medical Syst., 2016

Integrating HL7 RIM and ontology for unified knowledge and data representation in clinical decision support systems.
Comput. Methods Programs Biomed., 2016

2015
Design and Development of a Medical Big Data Processing System Based on Hadoop.
J. Medical Syst., 2015

Research and Development of Semantics-based Sharable Clinical Pathway Systems.
J. Medical Syst., 2015

An Electronic Medical Record System with Treatment Recommendations Based on Patient Similarity.
J. Medical Syst., 2015

2014
Cloud-Based Hospital Information System as a Service for Grassroots Healthcare Institutions.
J. Medical Syst., 2014

Use of an Agent-Based Simulation Model to Evaluate a Mobile-Based System for Supporting Emergency Evacuation Decision Making.
J. Medical Syst., 2014

Design and Development of A Mobile-based System for Supporting Emergency Triage Decision Making.
J. Medical Syst., 2014

Creating hospital-specific customized clinical pathways by applying semantic reasoning to clinical data.
J. Biomed. Informatics, 2014

2013
The Meaningful Use of EMR in Chinese Hospitals: A Case Study on Curbing Antibiotic Abuse.
J. Medical Syst., 2013

Creating personalised clinical pathways by semantic interoperability with electronic health records.
Artif. Intell. Medicine, 2013

Applying a BP Neural Network Model to Predict the Length of Hospital Stay.
Proceedings of the Health Information Science - Second International Conference, 2013

2012
Performance Assessment of EMR Systems Based on Post-Relational Database.
J. Medical Syst., 2012

Design and Development of EMR Supporting Medical Process Management.
J. Medical Syst., 2012

Ontology-Based Clinical Pathways with Semantic Rules.
J. Medical Syst., 2012

Design of service registry for interoperable medical information system.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
Design and development of an international clinical data exchange system: the international layer function of the Dolphin Project.
J. Am. Medical Informatics Assoc., 2011

2010
proTF: a comprehensive data and phylogenomics resource for prokaryotic transcription factors.
Bioinform., 2010

Data Mining of Inspection-Time Rules in HIS with DeepSee.
Proceedings of the Second International Workshop on Database Technology and Applications, 2010

2007
A wakeup rush current and charge-up time analysis method for programmable power-gating designs.
Proceedings of the 2007 IEEE International SOC Conference, 2007


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