List of works - Xiaoqian Jiang

A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences

scientific article

A Randomized Response Model for Privacy Preserving Smart Metering ⬇️

scientific article published on September 1, 2012

A Randomized Response Model for Privacy-Preserving Data Dissemination

A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis.

scientific article

A collaborative framework for Distributed Privacy-Preserving Support Vector Machine learning ⬇️

scientific article published on November 3, 2012

A community assessment of privacy preserving techniques for human genomes

scientific article

A community effort to protect genomic data sharing, collaboration and outsourcing

scientific article published on 27 October 2017

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

scientific article

A privacy-preserving distributed filtering framework for NLP artifacts

scientific article published on 07 September 2019

A secure system for genomics clinical decision support

scientific article published on 17 October 2020

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

scientific article

Adaptive distributed video coding with correlation estimation using expectation propagation ⬇️

scientific article published on October 15, 2012

Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks

scientific article published on 20 February 2017

An Adaptive Difference Distribution-based Coding with Hierarchical Tree Structure for DNA Sequence Compression

scientific article

Anomaly and signature filtering improve classifier performance for detection of suspicious access to EHRs ⬇️

scientific article published on October 22, 2011

Anticancer drug synergy prediction in understudied tissues using transfer learning

scientific article published on 11 October 2020

Author Correction: Treating medical data as a durable asset

scientific article published on 08 October 2020

Big Data Privacy in Biomedical Research

scientific article published on 13 September 2016

COVID-19 TestNorm - A tool to normalize COVID-19 testing names to LOINC codes

scientific article published on 22 June 2020

Calibrating predictive model estimates to support personalized medicine

scientific article published on 7 October 2011

Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment

scientific article published on 24 December 2020

Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery

scientific article

DNA-COMPACT: DNA COMpression based on a pattern-aware contextual modeling technique

scientific article

DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing

scientific article

Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review

scientific article published on 30 December 2020

Deep learning for healthcare: review, opportunities and challenges.

scientific article published on 6 May 2017

Detecting Inappropriate Access to Electronic Health Records Using Collaborative Filtering

scientific article published on April 2014

Development of a web service for analysis in a distributed network

scientific article

Differential-Private Data Publishing Through Component Analysis

scientific article

Differentially Private Histogram Publication For Dynamic Datasets: An Adaptive Sampling Approach

scientific article published on October 2015

Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions

scientific article

Differentially private distributed logistic regression using private and public data

scientific article

DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research

scientific article published on 21 October 2023

Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization

scientific article published on 01 January 2019

Discriminative and Distinct Phenotyping by Constrained Tensor Factorization

scientific article

Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): An Algorithm for Joint Optimization of Discrimination and Calibration ⬇️

scientific article published on November 6, 2012

Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation

scientific article published on 23 September 2020

Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation

scientific article published on 11 December 2020

EXpectation Propagation LOgistic REgRession (EXPLORER): distributed privacy-preserving online model learning

scientific article (publication date: June 2013)

Efficient determination of equivalence for encrypted data

scientific article published on 17 June 2020

Empirical Transition Probability Indexing Sparse-Coding Belief Propagation (ETPI-SCoBeP) Genome Sequence Alignment

scientific article published on January 2014

FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption

scientific article published on 21 December 2015

Factors Associated With COVID-19 Death in the United States: Cohort Study

scientific article published on 12 May 2022

Federated Tensor Factorization for Computational Phenotyping

scientific article published on August 2017

GAMUT: GPU accelerated microRNA analysis to uncover target genes through CUDA-miRanda

scientific article

Generating sequential electronic health records using dual adversarial autoencoder

scientific article published on 01 July 2020

GenoPri'16: International Workshop on Genome Privacy and Security

Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States

scientific article published on 28 September 2016

Genomes in the cloud: balancing privacy rights and the public good

scientific article published on 18 March 2013

Grid Binary LOgistic REgression (GLORE): building shared models without sharing data

scientific article (publication date: 2012)

Grid multi-category response logistic models

scientific article

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

scientific article published on 6 October 2015

HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads

scientific article published on 24 December 2013

Harmonized Representation Learning on Dynamic EHR Graphs

scientific article published on 24 April 2020

I-spline Smoothing for Calibrating Predictive Models ⬇️

scientific article published on March 19, 2012

Identification of de novo mutations in prenatal neurodevelopment-associated genes in schizophrenia in two Han Chinese patient-sibling family-based cohorts

scientific article published on 01 September 2020

Identifying inference attacks against healthcare data repositories

scientific article

Improving predictions in imbalanced data using Pairwise Expanded Logistic Regression ⬇️

scientific article published on October 22, 2011

Increase in contralateral prophylactic mastectomy conversation online unrelated to decision-making

scientific article

Learning to detect the onset of slow activity after a generalized tonic-clonic seizure

scientific article published on 24 December 2020

Lessons Learned for Online Health Community Moderator Roles: A Mixed-Methods Study of Moderators Resigning From WebMD Communities.

scientific article published on 08 September 2016

Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies

scientific article published on 21 July 2017

Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records

Multiple imputation for analysis of incomplete data in distributed health data networks

scientific article published on 29 October 2020

Noise-tolerant similarity search in temporal medical data

scientific article published on 24 December 2020

Nucleotide sequence alignment using sparse coding and belief propagation

scientific article published on January 2013

PATTERN: Pain Assessment for paTients who can't TEll using Restricted Boltzmann machiNe

scientific article

PRECISE:PRivacy-prEserving Cloud-assisted quality Improvement Service in hEalthcare

scientific article

PREMIX: PRivacy-preserving EstiMation of Individual admiXture

scientific article

PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension

scientific article published on 26 July 2017

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

scientific article published on 8 January 2017

Partitioning-based mechanisms under personalized differential privacy

scientific article published on 23 April 2017

Patient Perspectives About Decisions to Share Medical Data and Biospecimens for Research

scientific article published on 02 August 2019

Patient Ranking with Temporally Annotated Data

scientific article

Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage

scientific article published on 16 January 2018

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

scientific article published on 29 August 2013

Prediction of MicroRNA Precursors Using Parsimonious Feature Sets

scientific article

Preserving Institutional Privacy in Distributed binary Logistic Regression ⬇️

scientific article published on November 3, 2012

Privacy Policy and Technology in Biomedical Data Science

scientific article published on 01 July 2018

Privacy preserving RBF kernel support vector machine

scientific article

Privacy technology to support data sharing for comparative effectiveness research: a systematic review

scientific article

Privacy-Preserving Biometric System for Secure Fingerprint Authentication

Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis

article

Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis.

scientific article published on 13 April 2018

Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources (Preprint)

Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources.

scientific article published on 16 May 2018

Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis

scientific article published on 01 November 2019

Privacy-Protecting, Reliable Response Data Discovery Using COVID-19 Patient Observations

scientific article published on 23 September 2020

Privacy-preserving GWAS analysis on federated genomic datasets

scientific article published on 21 December 2015

Privacy-preserving heterogeneous health data sharing.

scientific article

Privacy-preserving techniques of genomic data-a survey

scientific article published on 7 November 2017

Privacy-protecting, reliable response data discovery using COVID-19 patient observations

scientific article published on 01 July 2021

Private and Efficient Query Processing on Outsourced Genomic Databases

scientific article published on 4 November 2016

Protecting genomic data analytics in the cloud: state of the art and opportunities

scientific article

Protecting patient privacy in survival analyses

scientific article published on 01 March 2020

Ranking Medical Subject Headings using a factor graph model

scientific article published on 23 March 2015

Recent trends in biomedical informatics: a study based on JAMIA articles

scientific article

Registered access: authorizing data access

scientific article published on 2 August 2018

Retraction Note: Identification of de novo mutations in prenatal neurodevelopment-associated genes in schizophrenia in two Han Chinese patient-sibling family-based cohorts

scientific article published on 01 December 2020

SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution

scientific article published on 24 April 2018

SAPPIRE: a prototype mobile tool for pressure ulcer risk assessment

scientific article published on January 2014

SCOR: A secure international informatics infrastructure to investigate COVID-19

scientific article published on 10 July 2020

SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach.

scientific article published in January 2017

SHARE: system design and case studies for statistical health information release

scientific article (publication date: 2013)

SecUre Privacy-presERving Medical Image CompRessiOn (SUPERMICRO)

scholarly article by Shuang Wang et al published September 2012 in 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology

Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation

scientific article published on 17 April 2018

Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation (Preprint)

Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE)

scientific article

Secure Outsourced Matrix Computation and Application to Neural Networks

scientific article published on 01 October 2018

Secure and Efficient Regression Analysis Using a Hybrid Cryptographic Framework: Development and Evaluation

scientific article published on 5 March 2018

Secure and Efficient Regression Analysis Using a Hybrid Cryptographic Framework: Development and Evaluation

Secure and Efficient Regression Analysis Using a Hybrid Cryptographic Framework: Development and Evaluation (Preprint)

article

Secure human action recognition by encrypted neural network inference

scientific article published in 2022

Secure large-scale genome data storage and query

scientific article published on 16 August 2018

SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol

scientific article published on 07 May 2018

Selecting Optimal Subset to release under Differentially Private M-estimators from Hybrid Datasets

scientific article published on 14 November 2017

Selecting cases for whom additional tests can improve prognostication.

scientific article published on 3 November 2012

Smooth isotonic regression: a new method to calibrate predictive models ⬇️

scientific article published on March 7, 2011

Streamlined Genome Sequence Compression using Distributed Source Coding

scientific article published on 02 December 2014

Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding

scientific article

Temporal Phenotyping for Transitional Disease Progress: an Application to Epilepsy and Alzheimer's Disease

scientific article published on 17 June 2020

The Real-World Effectiveness and Safety of Vedolizumab for Moderate-Severe Crohn's Disease: Results From the US VICTORY Consortium.

scientific article published on 14 June 2016

The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition

scientific article published in 2022

Time-sensitive clinical concept embeddings learned from large electronic health records

article

Treating medical data as a durable asset

scientific article published on 14 September 2020

Trends in biomedical informatics: automated topic analysis of JAMIA articles

scientific article

Trends in biomedical informatics: most cited topics from recent years

scientific article (publication date: December 2011)

Trends in publication of nursing informatics research

scientific article published on 14 November 2014

VERTIcal Grid lOgistic regression (VERTIGO).

scientific article published on 9 November 2015

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

scientific article

WebGLORE: a web service for Grid LOgistic REgression

scientific article (publication date: 15 December 2013)

When you can't tell when it hurts: a preliminary algorithm to assess pain in patients who can't communicate

scientific article published on 16 November 2013

iDASH secure genome analysis competition 2017

article

iDASH secure genome analysis competition 2018: blockchain genomic data access logging, homomorphic encryption on GWAS, and DNA segment searching

scientific article published on 21 July 2020

iDASH: integrating data for analysis, anonymization, and sharing

scientific article (publication date: 2012)

List of works by Xiaoqian Jiang

A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences

A Randomized Response Model for Privacy Preserving Smart Metering ⬇️

A Randomized Response Model for Privacy-Preserving Data Dissemination

A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis.

A collaborative framework for Distributed Privacy-Preserving Support Vector Machine learning ⬇️

A community assessment of privacy preserving techniques for human genomes

A community effort to protect genomic data sharing, collaboration and outsourcing

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

A privacy-preserving distributed filtering framework for NLP artifacts

A secure system for genomics clinical decision support

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

Adaptive distributed video coding with correlation estimation using expectation propagation ⬇️

Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks

An Adaptive Difference Distribution-based Coding with Hierarchical Tree Structure for DNA Sequence Compression

Anomaly and signature filtering improve classifier performance for detection of suspicious access to EHRs ⬇️

Anticancer drug synergy prediction in understudied tissues using transfer learning

Author Correction: Treating medical data as a durable asset

Big Data Privacy in Biomedical Research

COVID-19 TestNorm - A tool to normalize COVID-19 testing names to LOINC codes

Calibrating predictive model estimates to support personalized medicine

Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment

Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery

DNA-COMPACT: DNA COMpression based on a pattern-aware contextual modeling technique

DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing

Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review

Deep learning for healthcare: review, opportunities and challenges.

Detecting Inappropriate Access to Electronic Health Records Using Collaborative Filtering

Development of a web service for analysis in a distributed network

Differential-Private Data Publishing Through Component Analysis

Differentially Private Histogram Publication For Dynamic Datasets: An Adaptive Sampling Approach

Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions

Differentially private distributed logistic regression using private and public data

DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research

Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization

Discriminative and Distinct Phenotyping by Constrained Tensor Factorization

Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): An Algorithm for Joint Optimization of Discrimination and Calibration ⬇️

Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation

Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation

EXpectation Propagation LOgistic REgRession (EXPLORER): distributed privacy-preserving online model learning

Efficient determination of equivalence for encrypted data

Empirical Transition Probability Indexing Sparse-Coding Belief Propagation (ETPI-SCoBeP) Genome Sequence Alignment

FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption

Factors Associated With COVID-19 Death in the United States: Cohort Study

Federated Tensor Factorization for Computational Phenotyping

GAMUT: GPU accelerated microRNA analysis to uncover target genes through CUDA-miRanda

Generating sequential electronic health records using dual adversarial autoencoder

GenoPri'16: International Workshop on Genome Privacy and Security

Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States

Genomes in the cloud: balancing privacy rights and the public good

Grid Binary LOgistic REgression (GLORE): building shared models without sharing data

Grid multi-category response logistic models

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

HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads

Harmonized Representation Learning on Dynamic EHR Graphs

I-spline Smoothing for Calibrating Predictive Models ⬇️

Identification of de novo mutations in prenatal neurodevelopment-associated genes in schizophrenia in two Han Chinese patient-sibling family-based cohorts

Identifying inference attacks against healthcare data repositories

Improving predictions in imbalanced data using Pairwise Expanded Logistic Regression ⬇️

Increase in contralateral prophylactic mastectomy conversation online unrelated to decision-making

Learning to detect the onset of slow activity after a generalized tonic-clonic seizure

Lessons Learned for Online Health Community Moderator Roles: A Mixed-Methods Study of Moderators Resigning From WebMD Communities.

Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies

Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records

Multiple imputation for analysis of incomplete data in distributed health data networks

Noise-tolerant similarity search in temporal medical data

Nucleotide sequence alignment using sparse coding and belief propagation

PATTERN: Pain Assessment for paTients who can't TEll using Restricted Boltzmann machiNe

PRECISE:PRivacy-prEserving Cloud-assisted quality Improvement Service in hEalthcare

PREMIX: PRivacy-preserving EstiMation of Individual admiXture

PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension

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

Partitioning-based mechanisms under personalized differential privacy

Patient Perspectives About Decisions to Share Medical Data and Biospecimens for Research

Patient Ranking with Temporally Annotated Data

Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage

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

Prediction of MicroRNA Precursors Using Parsimonious Feature Sets

Preserving Institutional Privacy in Distributed binary Logistic Regression ⬇️

Privacy Policy and Technology in Biomedical Data Science