Shuang Wang

发表

Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation

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

Registered access: authorizing data access

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

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

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

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

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

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

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 .

MAGI: a Node.js web service for fast microRNA-Seq analysis in a GPU infrastructure

Jihoon Kim, Lucila Ohno-Machado, Claudiu Farcas, 2014, Bioinform..

Secure Logistic Regression based on Homomorphic Encryption

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

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.

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.

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.

Deep learning for healthcare: review, opportunities and challenges

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

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.

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..

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..

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..

Registered access: authorizing data access

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

Privacy-preserving GWAS analysis on federated genomic datasets

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

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

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

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.

Lucila Ohno-Machado, Chun-Nan Hsu, Dina Demner-Fushman, 2016, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Secure and Efficient Multi-Party Directory Publication for Privacy-Preserving Data Sharing

Shuang Wang, Yuzhe Tang, Arun Iyengar, 2018, SecureComm.

Differentially private distributed logistic regression using private and public data

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

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.

Differentially private genome data dissemination through top-down specialization

Shuang Wang, Noman Mohammed, Rui Chen, 2014, BMC Medical Informatics and Decision Making.

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.

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 .

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.

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..

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.

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).

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.

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.

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.

Privacy-preserving techniques of genomic data - a survey

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

Efficient Determination of Equivalence for Encrypted Data

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

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..

Grid multi-category response logistic models

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

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.

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

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