Wenqi Shi
Orcid: 0000-0001-8972-7342
According to our database1,
Wenqi Shi
authored at least 56 papers
between 2004 and 2024.
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Bibliography
2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records.
CoRR, 2024
EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records.
CoRR, 2024
2023
Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection.
J. Biomed. Informatics, March, 2023
IEEE Trans. Wirel. Commun., 2023
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.
CoRR, 2023
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Uncertainty-Aware Ensemble Learning Models for Out-of-Distribution Medical Imaging Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Effective Surrogate Models for Docking Scores Prediction of Candidate Drug Molecules on SARS-CoV-2 Protein Targets.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Development of Interpretable Machine Learning Models for COVID-19 Drug Target Docking Scores Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Identification of Single-Cell RNA Sequencing Molecular Signatures for COVID-19 Infection Severity Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Personalized COVID-19 Early Detection Using Wearable Data Based on Self-Reported Records.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
Concept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes Prediction.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
Adolescent Idiopathic Scoliosis Patient Subphenotyping for Surgical Planning and Improved Patient Outcomes.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023
Retrieval-Augmented Large Language Models for Adolescent Idiopathic Scoliosis Patients in Shared Decision-Making.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023
Choice Over Effort: Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023
Model Confidence Calibration for Reliable COVID-19 Early Screening via Audio Signal Analysis.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023
2022
Remote. Sens., 2022
Long-Term Ice Conditions in Yingkou, a Coastal Region Northeast of the Bohai Sea, between 1951/1952 and 2017/2018: Modeling and Observations.
Remote. Sens., 2022
A Cross-Platform Instant Messaging User Association Method Based on Supervised Learning.
Proceedings of the Big Data and Security - 4th International Conference, 2022
Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Development of Machine Learning Regression Model for COVID-19 Drug Target Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Multi-Modal Deep Learning Models for Alzheimer's Disease Prediction Using MRI and EHR.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022
Interpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022
Attention-based Automated Chest CT Image Segmentation Method of COVID-19 Lung Infection.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022
Development of a generalizable multi-site and multi-modality clinical data cloud infrastructure for pediatric patient care.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
Identification of covid-19 severity and associated genetic biomarkers based on scrna-SEQ data.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
2021
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning.
IEEE Trans. Wirel. Commun., 2021
COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks.
IEEE J. Biomed. Health Informatics, 2021
Where Are WeChat Users: A Geolocation Method Based on User Missequence State Analysis.
IEEE Trans. Comput. Soc. Syst., 2021
Instant messaging user geolocating method based on multi-source information association.
Int. J. Sens. Networks, 2021
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review.
CoRR, 2021
Device Scheduling and Resource Allocation for Federated Learning under Delay and Energy Constraints.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
A FHIR-compliant Application for Multi-Site and Multi-Modality Pediatric Scoliosis Patient Rehabilitation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Learning from Heterogeneous Data via Contrastive Learning: An Application in Multi-Source COVID-19 Radiography.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
Automated Risk Assessment of COVID-19 Patients at Diagnosis Using Electronic Healthcare Records.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
Respiratory Markers Significantly Enhance Anxiety Detection Using Multimodal Physiological Sensing.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
IEEE Commun. Mag., 2020
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020
2019
A localization and tracking scheme for target gangs based on big data of Wi-Fi locations.
Clust. Comput., 2019
Proceedings of the IEEE INFOCOM 2019, 2019
2018
Airport Extraction via Complementary Saliency Analysis and Saliency-Oriented Active Contour Model.
IEEE Geosci. Remote. Sens. Lett., 2018
Geolocating a WeChat user based on the relation between reported and actual distance.
Int. J. Distributed Sens. Networks, 2018
Integrating Sparse Reconstruction Saliency and Target-Aware Active Contour Model for Airport Extraction.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
Proceedings of the 2017 International Conference on Information Networking, 2017
A WeChat User Geolocating Algorithm Based on the Relation Between Reported and Actual Distance.
Proceedings of the Cyberspace Safety and Security - 9th International Symposium, 2017
2005
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005
Proceedings of the Case-Based Reasoning, 2005
2004
Proceedings of the Intelligent Information Processing II, 2004
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004