Xiaoqian Jiang

发表

Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation

Xiaoqian Jiang, Yuhou Xia, Yongsoo Song, 2018, IACR Cryptol. ePrint Arch..

Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis

Jing Ma, Xiaoqian Jiang, Jian Lou, 2019, CIKM.

A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis

Basit Shafiq, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, AMIA.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Andrew R. Post, 2013, J. Am. Medical Informatics Assoc..

I-spline Smoothing for Calibrating Predictive Models

Xiaoqian Jiang, Lucila Ohno-Machado, Yuan Wu, 2012, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Knowledge and Information Systems

Jaideep Vaidya, Xiaoqian Jiang, Hwanjo Yu, 2007 .

Supplementary Issue: Computational Advances in Cancer Informatics (a)

Xiaoqian Jiang, Henry Han, 2022 .

RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR

Xiaoqian Jiang, Li Xiong, Wenjie Wang, 2020, ECML/PKDD.

Identifying inference attacks against healthcare data repositories

L. Ohno-Machado, Jaideep Vaidya, Basit Shafiq, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Registered access: authorizing data access

Alan C. Evans, J. D. Spalding, A. Philippakis, 2018, European Journal of Human Genetics.

PALME: PAtients Like My gEnome

Shuang Wang, Xiaoqian Jiang, Lichang Wang, 2016, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

SECRET : Secure Edit-distance Computation over homomoRphic Encrypted daTa

K. Lauter, Xiaoqian Jiang, H. Xiong, 2015 .

DNA-COMPACT: DNA COMpression Based on a Pattern-Aware Contextual Modeling Technique

L. Ohno-Machado, Shuang Wang, Xiaoqian Jiang, 2013, PloS one.

Pulmonary Blood Vessels and Nodules Segmentation via Vessel Energy Function and Radius-Variable Sphere Model

Xiaoqian Jiang, Hongkai Xiong, Qingxiang Zhu, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

Revealing the Determinants of Widespread Alternative Splicing Perturbation in Cancer.

Michael C. Ryan, M. Tyers, M. Babu, 2017, Cell reports.

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

Fei Wang, Xiaoqian Jiang, Chi-Hyuck Jun, 2018, JMIR medical informatics.

Supplementary Issue: Computational Advances in Cancer Informatics (a)

Xiaoqian Jiang, Henry Han, Xiaoqian Jiang, 2022 .

Preserving Genome Privacy in Research Studies

Xiaoqian Jiang, Lucila Ohno-Machado, Shuang Wang, 2015, Medical Data Privacy Handbook.

APPLICATIONS OF HOMOMORPHIC ENCRYPTION

Jung Hee Cheon, Xiaoqian Jiang, Zhicong Huang, 2017 .

Prediction of MicroRNA Precursors Using Parsimonious Feature Sets

L. Ohno-Machado, Xiaoqian Jiang, Jihoon Kim, 2014, Cancer informatics.

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies

Xiaoqian Jiang, Jaideep Vaidya, Jean-Pierre Hubaux, 2021, ArXiv.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Serguei V. S. Pakhomov, 2020, J. Am. Medical Informatics Assoc..

Privacy-Aware Kinship Inference in Admixed Populations using Projection on Reference Panels

A. Harmanci, Xiaoqian Jiang, Miran Kim, 2022, bioRxiv.

Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression

Xiaoqian Jiang, Lucila Ohno-Machado, George Hripcsak, 2016, AMIA.

Institutional Privacy-preserving Distributed binary Logistic Regression (IPDLR)

Xiaoqian Jiang, Lucila Ohno-Machado, Yuan Wu, 2012, AMIA.

VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers

Xiaoqian Jiang, Wenrui Dai, Lucila Ohno-Machado, 2022, IEEE Transactions on Knowledge and Data Engineering.

Secure Logistic Regression based on Homomorphic Encryption

Xiaoqian Jiang, Shuang Wang, Yuhou Xia, 2018, IACR Cryptol. ePrint Arch..

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

L. Ohno-Machado, Xiaoqian Jiang, Jihoon Kim, 2019, JAMA network open.

Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources

Xiaoqian Jiang, Jiayi Tong, N. Mohammed, 2021, BMC Medical Informatics and Decision Making.

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

L. Ohno-Machado, Shuang Wang, Xiaoqian Jiang, 2013, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

SHiMMer: Privacy-Aware Alignment of Genomic Sequences with Secure and E cient Hidden Markov Model Evaluation

A. Harmanci, Miran Kim, Yongsoo Song, 2021 .

Ultra-Fast Homomorphic Encryption Models enable Secure Outsourcing of Genotype Imputation

Jung Hee Cheon, Lucila Ohno-Machado, Nicolas Gama, 2020, bioRxiv.

UNIVERSITY OF CALIFORNIA, SAN DIEGO Molecular immune signatures of T-cell infiltration in cancer A dissertation submitted in partial satisfaction of the requirements for the degree Doctor of Philosophy in Bioinformatics and Systems Biology with a Specialization in Biomedical Informatics by

L. Ohno-Machado, Xiaoqian Jiang, E. Levy, 2016 .

Count Everything: Secure Count Query Framework Across Big Data Centers

Xiaoqian Jiang, Lucila Ohno-Machado, David Haussler, 2017, CRI.

Computational Advances in Cancer Informatics (A)

Bairong Shen, Samuel Cheng, Xiaoqian Jiang, 2014, Cancer informatics.

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

L. Ohno-Machado, Shuang Wang, Xiaoqian Jiang, 2014, BMC Medical Genomics.

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

Xiaoqian Jiang, Nafise Barzigar, Aminmohammad Roozgard, 2014, Cancer informatics.

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

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, Bioinform..

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

Xiaoqian Jiang, Hyeon-Eui Kim, Shuang Wang, 2013, AMIA.

Xiaoqian Jiang, Luca Bonomi, Xiaoqian Jiang, 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).

Big Data Privacy in Biomedical Research

Xiaoqian Jiang, Feng Chen, Shuang Wang, 2020, IEEE Transactions on Big Data.

PREMIX: PRivacy-preserving EstiMation of Individual admiXture

Xiaoqian Jiang, Yao Lu, Shuang Wang, 2016, AMIA.

Private Genome Data Dissemination

Xiaoqian Jiang, Shuang Wang, Noman Mohammed, 2015, Medical Data Privacy Handbook.

A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning

Xiaoqian Jiang, Lucila Ohno-Machado, Jialan Que, 2012, AMIA.

Privacy Technology to Support Data Sharing for Comparative Effectiveness Research: A Systematic Review

Xiaoqian Jiang, Lucila Ohno-Machado, Anand D Sarwate, 2013, Medical care.

Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data

Jaideep Vaidya, Xiaoqian Jiang, Hwanjo Yu, 2006, SAC.

Privacy-Preserving SVM Classification on Vertically Partitioned Data

Jaideep Vaidya, Xiaoqian Jiang, Hwanjo Yu, 2006, PAKDD.

Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding

Xiaoqian Jiang, Wenrui Dai, Yangmei Shen, 2017, IEEE Transactions on Image Processing.

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

Xiaoqian Jiang, Chang Wen Chen, Hongkai Xiong, 2013, IEEE Transactions on Circuits and Systems for Video Technology.

Deep learning for healthcare: review, opportunities and challenges

Fei Wang, Xiaoqian Jiang, Riccardo Miotto, 2018, Briefings Bioinform..

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

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Multi-OMICs and Genome Editing Perspectives on Liver Cancer Signaling Networks

Nidhi Sahni, S. Yi, Xiaoqian Jiang, 2016, BioMed research international.

Efficient verification for outsourced genome-wide association studies

Jaideep Vaidya, Xiaoqian Jiang, Xinyue Wang, 2021, J. Biomed. Informatics.

SVAT: Secure outsourcing of variant annotation and genotype aggregation

A. Harmanci, Xiaoqian Jiang, Miran Kim, 2021, bioRxiv.

HaploHide: A Data Hiding Framework for Privacy Enhanced Sharing of Personal Genetic Data

Xiaoqian Jiang, Degui Zhi, Arif Harmanci, 2019, bioRxiv.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Jean-Pierre Hubaux, 2017, J. Am. Medical Informatics Assoc..

Xiaoqian Jiang, Lucila Ohno-Machado, Wenrui Dai, 2018, Annual review of biomedical data science.

iDASH: integrating data for analysis, anonymization, and sharing

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2012, J. Am. Medical Informatics Assoc..

Cloud-assisted distributed private data sharing

Xiaoqian Jiang, Shuang Wang, Samuel Cheng, 2015, BCB.

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

Shuang Wang, Rebecca Marmor, Luca Bonomi, 2017, Annals of the New York Academy of Sciences.

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

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, Bioinform..

Generating sequential electronic health records using dual adversarial autoencoder

Deevakar Rogith, Dongha Lee, Hwanjo Yu, 2020, J. Am. Medical Informatics Assoc..

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

L. Ohno-Machado, Xiaofeng Wang, B. Malin, 2017, npj Genomic Medicine.

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

John T. Chang, Shuang Wang, Xiaoqian Jiang, 2016, The American Journal of Gastroenterology.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Bradley Malin, 2016, BMC Medical Genomics.

VERTIcal Grid lOgistic regression (VERTIGO)

Xiaoqian Jiang, Lucila Ohno-Machado, Yong Li, 2016, J. Am. Medical Informatics Assoc..

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

Xiaoqian Jiang, Lucila Ohno-Machado, Lei Wang, 2020, BMC Medical Genomics.

iDASH secure genome analysis competition 2017

Xiaofeng Wang, Haixu Tang, Xiaoqian Jiang, 2018, BMC Medical Genomics.

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

Xiaoqian Jiang, Fei Wang, Yingxiang Huang, 2016, JMIR medical informatics.

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

Yuchen Zhang, Xiaoqian Jiang, Shuang Wang, 2015, Bioinform..

Selecting Cases for Whom Additional Tests Can Improve Prognostication

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2012, AMIA.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Yongan Zhao, 2014, J. Am. Medical Informatics Assoc..

Omicseq: a web-based search engine for exploring omics datasets

Li Chen, Xiaoqian Jiang, Fusheng Wang, 2017, Nucleic Acids Res..

Registered access: authorizing data access

Alan C. Evans, J. D. Spalding, A. Philippakis, 2018, European Journal of Human Genetics.

Private and Efficient Query Processing on Outsourced Genomic Databases

Massoud Hadian Dehkordi, Xiaoqian Jiang, Noman Mohammed, 2017, IEEE Journal of Biomedical and Health Informatics.

Privacy-preserving GWAS analysis on federated genomic datasets

Xiaoqian Jiang, Scott D. Constable, Steve Chapin, 2015, BMC Medical Informatics and Decision Making.

Novel Biomarker MicroRNAs for Subtyping of Acute Coronary Syndrome: A Bioinformatics Approach

Xiaoqian Jiang, Bairong Shen, Zhandong Sun, 2016, BioMed research international.

A Predictive Model for Determining Patients Not Requiring Prolonged Hospital Length of Stay After Elective Primary Total Hip Arthroplasty.

Xiaoqian Jiang, R. Gabriel, U. Schmidt, 2019, Anesthesia and analgesia.

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

Shuang Wang, Xiaoqian Jiang, Jina Huh, 2017, The Journal of surgical research.

HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data pdf

Xiaoqian Jiang, Shayan Shams, Kristin Lauter, 2021, ArXiv.

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

Xiaoqian Jiang, Md Momin Al Aziz, Md Nazmus Sadat, 2018, JMIR medical informatics.

Protecting patient privacy in survival analyses

Lucila Ohno-Machado, Xiaoqian Jiang, Luca Bonomi, 2019, J. Am. Medical Informatics Assoc..

Secure large-scale genome data storage and query

Luyao Chen, Xiaoqian Jiang, Noman Mohammed, 2018, Comput. Methods Programs Biomed..

Linking temporal medical records using non-protected health information data

Xiaoqian Jiang, Luca Bonomi, Xiaoqian Jiang, 2018, Statistical methods in medical research.

iCONCUR: informed consent for clinical data and bio-sample use for research

Xiaoqian Jiang, Lucila Ohno-Machado, Hyeon-Eui Kim, 2016, AMIA.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Douglas S. Bell, 2021, Journal of the American Medical Informatics Association : JAMIA.

Trends in biomedical informatics: most cited topics from recent years

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2011, J. Am. Medical Informatics Assoc..

Calibrating predictive model estimates to support personalized medicine

Jihoon Kim, Xiaoqian Jiang, Melanie Osl, 2011, J. Am. Medical Informatics Assoc..

Secure Outsourced Matrix Computation and Application to Neural Networks

Xiaoqian Jiang, Kristin E. Lauter, Yongsoo Song, 2018, CCS.

Predicting accurate probabilities with a ranking loss

Xiaoqian Jiang, Lucila Ohno-Machado, Charles Elkan, 2012, ICML.

Flexible methods for segmentation evaluation: results from CT-based luggage screening.

Xiaoqian Jiang, Seemeen Karimi, Pamela Cosman, 2014, Journal of X-ray science and technology.

Privacy Preserving RBF Kernel Support Vector Machine

Xiaoqian Jiang, Lucila Ohno-Machado, Li Xiong, 2014, BioMed research international.

Differentially private distributed logistic regression using private and public data

Xiaoqian Jiang, Lucila Ohno-Machado, Zhanglong Ji, 2014, BMC Medical Genomics.

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

Xiaoqian Jiang, Jina Huh, Rebecca Marmor, 2016, Journal of medical Internet research.

Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions

Xiaoqian Jiang, Haoran Li, Li Xiong, 2014, EDBT.

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

L. Ohno-Machado, Xiaofeng Wang, A. Harmanci, 2022, J. Am. Medical Informatics Assoc..

SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution

Xiaoqian Jiang, Feng Chen, Shuang Wang, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, 2013, J. Biomed. Informatics.

A community assessment of privacy preserving techniques for human genomes

Xiaoqian Jiang, Lucila Ohno-Machado, Shuang Wang, 2014, BMC Medical Informatics and Decision Making.

Distributed learning from multiple EHR databases: Contextual embedding models for medical events

Xiaoqian Jiang, Kirk Roberts, Qi Long, 2019, J. Biomed. Informatics.

Privacy-preserving heterogeneous health data sharing

Benjamin C. M. Fung, Xiaoqian Jiang, Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

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

Fabian Prasser, Hua Xu, Adam Wilcox, 2020, J. Am. Medical Informatics Assoc..

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

Xiaoqian Jiang, Lucila Ohno-Machado, Yuzhe Tang, 2016, BMC Medical Informatics and Decision Making.

Privacy Preserving Federated Big Data Analysis

Xiaoqian Jiang, Shuang Wang, Wenrui Dai, 2018 .

Secure and Differentially Private Logistic Regression for Horizontally Distributed Data

Lucila Ohno-Machado, Junghye Lee, Xiaoqian Jiang, 2020, IEEE Transactions on Information Forensics and Security.

Open Imputation Server provides secure Imputation services with provable genomic privacy

K. Lauter, A. Harmanci, Yongsoo Song, 2021, bioRxiv.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Aditya Menon, 2012, PloS one.

Smooth Isotonic Regression: A New Method to Calibrate Predictive Models

Xiaoqian Jiang, Melanie Osl, Lucila Ohno-Machado, 2011, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Differential-Private Data Publishing Through Component Analysis

Xiaoqian Jiang, Lucila Ohno-Machado, Zhanglong Ji, 2013, Trans. Data Priv..

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

Hongfang Liu, Xiaoqian Jiang, Junghye Lee, 2018, JMIR medical informatics.

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

Xiaoqian Jiang, Lucila Ohno-Machado, Zhanglong Ji, 2015, J. Am. Medical Informatics Assoc..

Fast and Robust Parallel SGD Matrix Factorization

Xiaoqian Jiang, Wook-Shin Han, Hwanjo Yu, 2015, KDD.

Partitioning-Based Mechanisms Under Personalized Differential Privacy

Xiaoqian Jiang, Haoran Li, Zhanglong Ji, 2017, PAKDD.

PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension

Md Momin Al Aziz, Md. Nazmus Sadat, K. Lauter, 2017, BMC Medical Genomics.

FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption

Xiaoqian Jiang, Wenrui Dai, Hongkai Xiong, 2015, BMC Medical Informatics and Decision Making.

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

Xiaoqian Jiang, Shuang Wang, Noman Mohammed, 2017, AMIA.

A secure system for genomics clinical decision support

Xiaoqian Jiang, Miran Kim, Seemeen Karimi, 2020, J. Biomed. Informatics.

SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol

Xiaoqian Jiang, Shuang Wang, Yuhou Xia, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

PRECISE: PRivacy-preserving cloud-assisted quality improvement service in healthcare

Xiaoqian Jiang, Noman Mohammed, Feng Chen, 2014, 2014 8th International Conference on Systems Biology (ISB).

Detecting inappropriate access to electronic health records using collaborative filtering

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2014, Machine Learning.

Noise-tolerant similarity search in temporal medical data

Xiaoqian Jiang, Liyue Fan, Luca Bonomi, 2020, J. Biomed. Informatics.

Secure and Differentially Private Bayesian Learning on Distributed Data pdf

Xiaoqian Jiang, Junghye Lee, Miran Kim, 2020, ArXiv.

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

Son Doan, Mike Conway, Xiaoqian Jiang, 2013, J. Am. Medical Informatics Assoc..

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

Yi Deng, Xiaoqian Jiang, Qi Long, 2020, Nature Communications.

Trends in biomedical informatics: automated topic analysis of JAMIA articles

Jimeng Sun, Xiaoqian Jiang, Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

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

Son Doan, Lucila Ohno-Machado, Shuang Wang, 2013, Journal of the American Medical Informatics Association : JAMIA.

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

Aziz A. Boxwala, Xiaoqian Jiang, Lucila Ohno-Machado, 2015, J. Am. Medical Informatics Assoc..

DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing

Xiaoqian Jiang, Haoran Li, Li Xiong, 2014, Proc. VLDB Endow..

Improving predictions in imbalanced data using Pairwise Expanded Logistic Regression.

Xiaoqian Jiang, Lucila Ohno-Machado, Robert El-Kareh, 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Disease Biomarker Query from RNA-Seq Data

Xiaoqian Jiang, Henry Han, 2014, Cancer Informatics.

Streamlined Genome Sequence Compression using Distributed Source Coding

Xiaoqian Jiang, Feng Chen, Lijuan Cui, 2014, Cancer informatics.

HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads

Jihoon Kim, Xiaoqian Jiang, Lucila Ohno-Machado, 2013, J. Am. Medical Informatics Assoc..

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

Xiaoqian Jiang, Lucila Ohno-Machado, Jaideep Vaidya, 2018, IEEE Internet Computing.

Towards Training Robust Private Aggregation of Teacher Ensembles Under Noisy Labels

Jing Ma, Xiaoqian Jiang, Qiuchen Zhang, 2020, 2020 IEEE International Conference on Big Data (Big Data).

SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution

Md Momin Al Aziz, Md Momin Al Aziz, Md. Nazmus Sadat, 2017, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Differentially Private Medical Texts Generation Using Generative Neural Networks

Md Momin Al Aziz, Yiyu Yao, Xiaoqian Jiang, 2021, ACM Trans. Comput. Heal..

A privacy-preserving distributed filtering framework for NLP artifacts

Xiaoqian Jiang, Serguei V. S. Pakhomov, Hongfang Liu, 2019, BMC Medical Informatics and Decision Making.

Secure Outsourced Matrix Computation and Application to Neural Networks

K. Lauter, Miran Kim, Yongsoo Song, 2018, CCS.

Evaluation of vicinity-based hidden Markov models for genotype imputation

A. Harmanci, Xiaoqian Jiang, Miran Kim, 2021, BMC Bioinformatics.

Data-Driven Hierarchical Structure Kernel for Multiscale Part-Based Object Recognition

Xiaoqian Jiang, Yuan F. Zheng, Hongkai Xiong, 2014, IEEE Transactions on Image Processing.

Privacy-preserving techniques of genomic data - a survey

Xiaoqian Jiang, Dima Alhadidi, Md Momin Al Aziz, 2019, Briefings Bioinform..

iDASH secure genome analysis competition 2017

Xiaoqian Jiang, Lei Wang, XiaoFeng Wang, 2018, BMC Medical Genomics.

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

Jihoon Kim, Aziz A. Boxwala, Xiaoqian Jiang, 2012, J. Am. Medical Informatics Assoc..

A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia

L. Ohno-Machado, Guoqiang Zhang, Shiqiang Tao, 2023, J. Biomed. Informatics.

Privacy Preserving Probabilistic Record Linkage Without Trusted Third Party

Jaideep Vaidya, Indrajit Ray, Indrakshi Ray, 2018, 2018 16th Annual Conference on Privacy, Security and Trust (PST).

Efficient Determination of Equivalence for Encrypted Data

Xiaoqian Jiang, Lucila Ohno-Machado, Jaideep Vaidya, 2018, Comput. Secur..

Privacy-preserving heterogeneous health data sharing

L. Ohno-Machado, Rui Chen, Xiaoqian Jiang, 2013, J. Am. Medical Informatics Assoc..

OP-JAMI200122 1411..1419

Hwanjo Yu, Xiaoqian Jiang, Qiuchen Zhang, 2020 .

Patient ranking with temporally annotated data

Xiaoqian Jiang, Luca Bonomi, Xiaoqian Jiang, 2018, J. Biomed. Informatics.

A Randomized Response Model for Privacy Preserving Smart Metering

Xiaoqian Jiang, Shuang Wang, Samuel Cheng, 2012, IEEE Transactions on Smart Grid.

SAPPIRE: a Prototype Mobile Tool for Pressure Ulcer Risk Assessment

Xiaoqian Jiang, Shuang Wang, Hyeon-Eui Kim, 2015, Nursing Informatics.

WebGLORE: a Web service for Grid LOgistic REgression

L. Ohno-Machado, Shuang Wang, Xiaoqian Jiang, 2013, Bioinform..

Privacy preserving collaborative learning of generalized linear mixed model

Xiaoqian Jiang, N. Mohammed, Wentao Li, 2022, J. Biomed. Informatics.

Grid multi-category response logistic models

Xiaoqian Jiang, Lucila Ohno-Machado, Wenchao Jiang, 2015, BMC Medical Informatics and Decision Making.

Privacy-preserving string search on encrypted genomic data using a generalized suffix tree

Xiaoqian Jiang, Noman Mohammed, Md Momin Al Aziz, 2021 .

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies pdf

Jaideep Vaidya, Xiaoqian Jiang, Jean-Pierre Hubaux, 2021, Proc. Priv. Enhancing Technol..

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

Xiaofeng Wang, Xiaoqian Jiang, Lucila Ohno-Machado, 2017, npj Genomic Medicine.

PRESAGE: PRivacy-preserving gEnetic testing via SoftwAre Guard Extension

Xiaoqian Jiang, Wenrui Dai, Feng Chen, 2017, BMC Medical Genomics.