Xiaoqian Jiang
Orcid: 0000-0001-9933-2205
According to our database1,
Xiaoqian Jiang
authored at least 228 papers
between 2005 and 2024.
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Bibliography
2024
A transformer-based deep learning approach for fairly predicting post-liver transplant risk factors.
J. Biomed. Informatics, January, 2024
CancerGPT for few shot drug pair synergy prediction using large pretrained language models.
npj Digit. Medicine, 2024
2023
BMC Medical Informatics Decis. Mak., December, 2023
Non-invasive arterial blood pressure measurement and SpO<sub>2</sub> estimation using PPG signal: a deep learning framework.
BMC Medical Informatics Decis. Mak., December, 2023
Bioinform., October, 2023
J. Am. Medical Informatics Assoc., September, 2023
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO).
J. Am. Medical Informatics Assoc., August, 2023
A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia.
J. Biomed. Informatics, March, 2023
Mining for equitable health: Assessing the impact of missing data in electronic health records.
J. Biomed. Informatics, March, 2023
AD-Syn-Net: systematic identification of Alzheimer's disease-associated mutation and co-mutation vulnerabilities via deep learning.
Briefings Bioinform., March, 2023
Emulate randomized clinical trials using heterogeneous treatment effect estimation for personalized treatments: Methodology review and benchmark.
J. Biomed. Informatics, January, 2023
Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling.
J. Biomed. Informatics, 2023
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions.
J. Am. Medical Informatics Assoc., 2023
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records.
CoRR, 2023
FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation.
CoRR, 2023
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research.
CoRR, 2023
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics.
CoRR, 2023
CoRR, 2023
Sensitive Data Detection with High-Throughput Machine Learning Models in Electrical Health Records.
CoRR, 2023
CoRR, 2023
Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant.
CoRR, 2023
LLM for Patient-Trial Matching: Privacy-Aware Data Augmentation Towards Better Performance and Generalizability.
CoRR, 2023
CoRR, 2023
SPeC: A Soft Prompt-Based Calibration on Mitigating Performance Variability in Clinical Notes Summarization.
CoRR, 2023
Privacy preserving identification of population stratification for collaborative genomic research.
Bioinform., 2023
Proceedings of the 5th IEEE International Conference on Trust, 2023
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping.
Proceedings of the Machine Learning for Health, 2023
Inferring Personalized Treatment Effect of Antihypertensives on Alzheimer's Disease Using Deep Learning.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Extracting Periodontitis Diagnosis in Clinical Notes with RoBERTa and Regular Expression.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Learning Physician's Treatment for Alzheimer's Disease based on Electronic Health Records and Reinforcement Learning.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023
2022
Briefings Bioinform., November, 2022
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.
IEEE Trans. Knowl. Data Eng., 2022
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies.
Proc. Priv. Enhancing Technol., 2022
Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources.
BMC Medical Informatics Decis. Mak., 2022
BMC Medical Informatics Decis. Mak., 2022
A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients.
J. Biomed. Informatics, 2022
J. Biomed. Informatics, 2022
J. Biomed. Informatics, 2022
J. Biomed. Informatics, 2022
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition.
J. Am. Medical Informatics Assoc., 2022
ACM Trans. Comput. Heal., 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
BMC Bioinform., 2022
BMC Bioinform., 2022
BMC Bioinform., 2022
Relational graph convolutional networks for predicting blood-brain barrier penetration of drug molecules.
Bioinform., 2022
IMI-CDE: an interactive interface for collaborative mapping of study variables to common data elements.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Existing and emerging privacy challenges and solutions for federated data coordination.
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy.
Proceedings of the AMIA 2022, 2022
2021
An interpretable deep-learning model for early prediction of sepsis in the emergency department.
Patterns, 2021
J. Biomed. Informatics, 2021
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review.
J. Biomed. Informatics, 2021
J. Biomed. Informatics, 2021
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates.
J. Biomed. Informatics, 2021
J. Biomed. Informatics, 2021
Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition.
J. Am. Medical Informatics Assoc., 2021
J. Am. Medical Informatics Assoc., 2021
Privacy-protecting, reliable response data discovery using COVID-19 patient observations.
J. Am. Medical Informatics Assoc., 2021
J. Am. Medical Informatics Assoc., 2021
ACM Trans. Comput. Heal., 2021
Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark.
CoRR, 2021
CoRR, 2021
An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles.
CoRR, 2021
HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data.
CoRR, 2021
Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network.
CoRR, 2021
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective.
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021
DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data.
IEEE Trans. Inf. Forensics Secur., 2020
REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking.
ACM SIGSPATIAL Special, 2020
A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy.
BMC Medical Informatics Decis. Mak., 2020
Learning to detect the onset of slow activity after a generalized tonic-clonic seizure.
BMC Medical Informatics Decis. Mak., 2020
Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment.
BMC Medical Informatics Decis. Mak., 2020
BMC Medical Informatics Decis. Mak., 2020
A community effort for automatic detection of postictal generalized EEG suppression in epilepsy.
BMC Medical Informatics Decis. Mak., 2020
J. Biomed. Informatics, 2020
J. Biomed. Informatics, 2020
Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease.
J. Biomed. Informatics, 2020
J. Am. Medical Informatics Assoc., 2020
J. Am. Medical Informatics Assoc., 2020
J. Am. Medical Informatics Assoc., 2020
J. Am. Medical Informatics Assoc., 2020
Int. J. Medical Informatics, 2020
Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review.
CoRR, 2020
Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation.
CoRR, 2020
RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the IEEE Intl Conf on Dependable, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review.
Proceedings of the AMIA 2020, 2020
Proceedings of the AMIA 2020, 2020
Proceedings of the AMIA 2020, 2020
2019
Modeling and Simulation Studies of Complex Biological Systems for Precision Medicine and Healthcare.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
Time-sensitive clinical concept embeddings learned from large electronic health records.
BMC Medical Informatics Decis. Mak., 2019
BMC Medical Informatics Decis. Mak., 2019
Distributed learning from multiple EHR databases: Contextual embedding models for medical events.
J. Biomed. Informatics, 2019
Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease.
CoRR, 2019
Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets.
IEEE Trans. Knowl. Data Eng., 2018
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
IEEE Internet Comput., 2018
IACR Cryptol. ePrint Arch., 2018
IACR Cryptol. ePrint Arch., 2018
Comput. Methods Programs Biomed., 2018
Briefings Bioinform., 2018
Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding.
IEEE Trans. Image Process., 2017
Nucleic Acids Res., 2017
Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks.
J. Am. Medical Informatics Assoc., 2017
SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution with Intel SGX and Homomorphic Encryption.
CoRR, 2017
Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies.
Bioinform., 2017
PRINCESS: Privacy-protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS.
Bioinform., 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
MALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencE.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
2016
PATTERN: Pain Assessment for paTients who can't TEll using Restricted Boltzmann machiNe.
BMC Medical Informatics Decis. Mak., 2016
BMC Medical Informatics Decis. Mak., 2016
HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS.
Bioinform., 2016
Proceedings of the AMIA 2016, 2016
Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
BMC Medical Informatics Decis. Mak., December, 2015
BMC Medical Informatics Decis. Mak., December, 2015
BMC Medical Informatics Decis. Mak., 2015
Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery.
J. Am. Medical Informatics Assoc., 2015
A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research.
J. Am. Medical Informatics Assoc., 2015
WebDISCO: a web service for distributed cox model learning without patient-level data sharing.
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
2014
Data-Driven Hierarchical Structure Kernel for Multiscale Part-Based Object Recognition.
IEEE Trans. Image Process., 2014
DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing.
Proc. VLDB Endow., 2014
Detecting inappropriate access to electronic health records using collaborative filtering.
Mach. Learn., 2014
BMC Medical Informatics Decis. Mak., 2014
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2014
Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
Proceedings of the Data Compression Conference, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Trans. Data Priv., 2013
Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2013
EXpectation Propagation LOgistic REgRession (EXPLORER): Distributed privacy-preserving online model learning.
J. Biomed. Informatics, 2013
J. Am. Medical Informatics Assoc., 2013
J. Am. Medical Informatics Assoc., 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 2013 Data Compression Conference, 2013
An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression.
Proceedings of the 2013 Data Compression Conference, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
When you can't tell when it hurts: a preliminary algorithm to assess pain in patients who can't communicate.
Proceedings of the AMIA 2013, 2013
2012
IEEE Trans. Smart Grid, 2012
Grid Binary LOgistic REgression (GLORE): building shared models without sharing data.
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support.
J. Am. Medical Informatics Assoc., 2012
Shape-oriented segmentation with graph matching corroboration for silhouette tracking.
Proceedings of the 2012 Visual Communications and Image Processing, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Pulmonary Blood Vessels and Nodules Segmentation via Vessel Energy Function and Radius-Variable Sphere Model.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the AMIA 2012, 2012
A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning.
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
J. Am. Medical Informatics Assoc., 2011
2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the ECAI 2010, 2010
2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
2007
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
Proceedings of the International Conference on Image Processing, 2007
2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006
2005
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005