Xiaoqian Jiang

According to our database1, Xiaoqian Jiang authored at least 117 papers between 2005 and 2020.

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Bibliography

2020
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data.
IEEE Trans. Information Forensics and Security, 2020

2019
Modeling and Simulation Studies of Complex Biological Systems for Precision Medicine and Healthcare.
IEEE/ACM Trans. Comput. Biology Bioinform., 2019

SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution.
IEEE/ACM Trans. Comput. Biology Bioinform., 2019

SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol.
IEEE/ACM Trans. Comput. Biology Bioinform., 2019

Time-sensitive clinical concept embeddings learned from large electronic health records.
BMC Med. Inf. & Decision Making, 2019

A privacy-preserving distributed filtering framework for NLP artifacts.
BMC Med. Inf. & Decision Making, 2019

Distributed learning from multiple EHR databases: Contextual embedding models for medical events.
J. Biomed. Informatics, 2019

From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort.
CoRR, 2019

Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease.
CoRR, 2019

Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization.
CoRR, 2019

Privacy-preserving techniques of genomic data - a survey.
Briefings in Bioinformatics, 2019

Feature Compression for Predicting Effective Drug Combination.
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

Insomnia Prediction Using Temporal Feature of Spindles.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets.
IEEE Trans. Knowl. Data Eng., 2018

GenoPri'16: International Workshop on Genome Privacy and Security.
IEEE/ACM Trans. Comput. Biology Bioinform., 2018

Patient ranking with temporally annotated data.
J. Biomed. Informatics, 2018

Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage.
IEEE Internet Computing, 2018

Secure Logistic Regression based on Homomorphic Encryption.
IACR Cryptology ePrint Archive, 2018

Secure Outsourced Matrix Computation and Application to Neural Networks.
IACR Cryptology ePrint Archive, 2018

Model-Protected Multi-Task Learning.
CoRR, 2018

Efficient Determination of Equivalence for Encrypted Data.
CoRR, 2018

Secure large-scale genome data storage and query.
Comput. Methods Programs Biomed., 2018

Deep learning for healthcare: review, opportunities and challenges.
Briefings in Bioinformatics, 2018

Privacy Preserving Probabilistic Record Linkage Without Trusted Third Party.
Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018

Pattern Similarity in Time Interval Sequences.
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

Highlights Talks at ACM BCB 2018.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017
Private and Efficient Query Processing on Outsourced Genomic Databases.
IEEE J. Biomedical and Health Informatics, 2017

Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding.
IEEE Trans. Image Processing, 2017

Omicseq: a web-based search engine for exploring omics datasets.
Nucleic Acids Research, 2017

Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks.
JAMIA, 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.
Bioinformatics, 2017

PRINCESS: Privacy-protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS.
Bioinformatics, 2017

Partitioning-Based Mechanisms Under Personalized Differential Privacy.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Federated Tensor Factorization for Computational Phenotyping.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A Mortality Study for ICU Patients Using Bursty Medical Events.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Count Everything: Secure Count Query Framework Across Big Data Centers.
Proceedings of the Summit on Clinical Research Informatics, 2017

DiagTree: Diagnostic Tree for Differential Diagnosis.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach.
Proceedings of the AMIA 2017, 2017

A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis.
Proceedings of the AMIA 2017, 2017

A Simple and Efficient Method for Private Exact Matching.
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

Honoring Patient's Data Sharing Preferences: Implementation Challenges.
Proceedings of the AMIA 2017, 2017

2016
PATTERN: Pain Assessment for paTients who can't TEll using Restricted Boltzmann machiNe.
BMC Med. Inf. & Decision Making, 2016

Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE).
BMC Med. Inf. & Decision Making, 2016

VERTIcal Grid lOgistic regression (VERTIGO).
JAMIA, 2016

HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS.
Bioinformatics, 2016

iCONCUR: informed CONsent for Clinical data and biosample Use for Research.
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

Secure Record Linkage for Precision Medicine and Patient Centered Outcomes Research.
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

Computational Phenotyping Methods.
Proceedings of the AMIA 2016, 2016

PREMIX: PRivacy-preserving EstiMation of Individual admiXture.
Proceedings of the AMIA 2016, 2016

Linking patients with non-PHI data.
Proceedings of the AMIA 2016, 2016

2015
Grid multi-category response logistic models.
BMC Med. Inf. & Decision Making, 2015

Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery.
JAMIA, 2015

A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research.
JAMIA, 2015

WebDISCO: a web service for distributed cox model learning without patient-level data sharing.
JAMIA, 2015

Trends in biomedical informatics: automated topic analysis of JAMIA articles.
JAMIA, 2015

Fast and Robust Parallel SGD Matrix Factorization.
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

Cloud-assisted distributed private data sharing.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015

Preserving Genome Privacy in Research Studies.
Proceedings of the Medical Data Privacy Handbook, 2015

Private Genome Data Dissemination.
Proceedings of the Medical Data Privacy Handbook, 2015

Differentially Private Histogram and Synthetic Data Publication.
Proceedings of the Medical Data Privacy Handbook, 2015

2014
Data-Driven Hierarchical Structure Kernel for Multiscale Part-Based Object Recognition.
IEEE Trans. Image Processing, 2014

DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing.
PVLDB, 2014

Detecting inappropriate access to electronic health records using collaborative filtering.
Machine Learning, 2014

A community assessment of privacy preserving techniques for human genomes.
BMC Med. Inf. & Decision Making, 2014

HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads.
JAMIA, 2014

PhenDisco: phenotype discovery system for the database of genotypes and phenotypes.
JAMIA, 2014

SAPPIRE: a Prototype Mobile Tool for Pressure Ulcer Risk Assessment.
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

Multiscale Online Dictionary Learning for Quality Scalable Video Coding.
Proceedings of the Data Compression Conference, 2014

A Keyword Suggestion Strategy Based on Citation Networks.
Proceedings of the AMIA 2014, 2014

Trends in Publication of Nursing Informatics Research.
Proceedings of the AMIA 2014, 2014

2013
Differential-Private Data Publishing Through Component Analysis.
Trans. Data Privacy, 2013

Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding.
IEEE Trans. Circuits Syst. Video Techn., 2013

EXpectation Propagation LOgistic REgRession (EXPLORER): Distributed privacy-preserving online model learning.
J. Biomed. Informatics, 2013

Privacy-preserving heterogeneous health data sharing.
JAMIA, 2013

SHARE: system design and case studies for statistical health information release.
JAMIA, 2013

WebGLORE: a Web service for Grid LOgistic REgression.
Bioinformatics, 2013

Nucleotide sequence alignment using sparse coding and belief propagation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Genome Sequence Compression with Distributed Source Coding.
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

Text mining driven drug-drug interaction detection.
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
A Randomized Response Model for Privacy Preserving Smart Metering.
IEEE Trans. Smart Grid, 2012

Grid Binary LOgistic REgression (GLORE): building shared models without sharing data.
JAMIA, 2012

iDASH: integrating data for analysis, anonymization, and sharing.
JAMIA, 2012

Calibrating predictive model estimates to support personalized medicine.
JAMIA, 2012

A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support.
JAMIA, 2012

Shape-oriented segmentation with graph matching corroboration for silhouette tracking.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

Predicting accurate probabilities with a ranking loss.
Proceedings of the 29th International Conference on Machine Learning, 2012

Semi-supervised object recognition using structure kernel.
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

Privacy-Preserving Biometric System for Secure Fingerprint Authentication.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

SecUre Privacy-presERving Medical Image CompRessiOn (SUPERMICRO).
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Evaluation of Segmentation Algorithms in CT Scanning.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

A Randomized Response Model for Privacy-Preserving Data Dissemination.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Institutional Privacy-preserving Distributed binary Logistic Regression (IPDLR).
Proceedings of the AMIA 2012, 2012

A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning.
Proceedings of the AMIA 2012, 2012

Selecting Cases for Whom Additional Tests Can Improve Prognostication.
Proceedings of the AMIA 2012, 2012

2011
Trends in biomedical informatics: most cited topics from recent years.
JAMIA, 2011

2010
Temporal Maximum Margin Markov Network.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Structure preserving semantic coherent object segmentation.
Proceedings of the International Conference on Image Processing, 2010

Adaptive Gaussian Process for Short-Term Wind Speed Forecasting.
Proceedings of the ECAI 2010, 2010

2009
Sparse higher order conditional random fields for improved sequence labeling.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008
Privacy-preserving SVM classification.
Knowl. Inf. Syst., 2008

2007
2D Image Database Indexing: A Coefficient-Based Approach.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

New Directions in Contact Free Hand Recognition.
Proceedings of the International Conference on Image Processing, 2007

2006
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Privacy-Preserving SVM Classification on Vertically Partitioned Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005
Robust automatic optic disk segmentation.
Proceedings of the 32. International Conference on Computer Graphics and Interactive Techniques, 2005

Exploring volume rendering with path tracing.
Proceedings of the 32. International Conference on Computer Graphics and Interactive Techniques, 2005


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