Shuang Wang

Orcid: 0000-0001-6420-983X

Affiliations:
  • University of California, San Diego, Department of Biomedical Informatics, CA, USA
  • University of Oklahoma, School of Electrical and Computer Engineering, Tulsa, OK, USA (PhD 2012)


According to our database1, Shuang Wang authored at least 74 papers between 2008 and 2024.

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Bibliography

2024
FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting Through Knowledge Distillation.
IEEE Access, 2024

2021
A novel privacy-preserving federated genome-wide association study framework and its application in identifying potential risk variants in ankylosing spondylitis.
Briefings Bioinform., 2021

2020
Efficient determination of equivalence for encrypted data.
Comput. Secur., 2020

Privacy-preserving construction of generalized linear mixed model for biomedical computation.
Bioinform., 2020

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

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

Toward Scalable Fully Homomorphic Encryption Through Light Trusted Computing Assistance.
CoRR, 2019

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

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

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

Secure Logistic Regression based on Homomorphic Encryption.
IACR Cryptol. ePrint Arch., 2018

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

Secure and Efficient Multi-Party Directory Publication for Privacy-Preserving Data Sharing.
Proceedings of the Security and Privacy in Communication Networks, 2018

Privacy-preserving biomedical data dissemination via a hybrid approach.
Proceedings of the AMIA 2018, 2018

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

Towards Secure Public Directory for Privacy-Preserving Data Sharing.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

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

2016
PATTERN: Pain Assessment for paTients who can't TEll using Restricted Boltzmann machiNe.
BMC Medical Informatics Decis. Mak., 2016

Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE).
BMC Medical Informatics Decis. Mak., 2016

VERTIcal Grid lOgistic regression (VERTIGO).
J. Am. Medical Informatics Assoc., 2016

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

Text Search: Towards Fast Text Localization in Scene Images.
Proceedings of the IEEE International Symposium on Multimedia, 2016

An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite.
Proceedings of the AMIA 2016, 2016

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

Categorizing Clinical Data to Make it Easier for Patients to Indicate Their Data Sharing Preferences.
Proceedings of the AMIA 2016, 2016

2015
FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption.
BMC Medical Informatics Decis. Mak., December, 2015

Grid multi-category response logistic models.
BMC Medical Informatics Decis. Mak., 2015

WebDISCO: a web service for distributed cox model learning without patient-level data sharing.
J. Am. Medical Informatics Assoc., 2015

Trends in biomedical informatics: automated topic analysis of JAMIA articles.
J. Am. Medical Informatics Assoc., 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

2014
Maximum Likelihood Laplacian Correlation Channel Estimation in Layered Wyner-Ziv Coding.
IEEE Trans. Signal Process., 2014

Differentially private genome data dissemination through top-down specialization.
BMC Medical Informatics Decis. Mak., 2014

A community assessment of privacy preserving techniques for human genomes.
BMC Medical Informatics Decis. Mak., 2014

HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads.
J. Am. Medical Informatics Assoc., 2014

MAGI: a Node.js web service for fast microRNA-Seq analysis in a GPU infrastructure.
Bioinform., 2014

SAPPIRE: a Prototype Mobile Tool for Pressure Ulcer Risk Assessment.
Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2014

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

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

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

WebGLORE: a Web service for Grid LOgistic REgression.
Bioinform., 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

Compression of Distributed Correlated Temperature Data in Sensor Networks.
Proceedings of the 2013 Data Compression Conference, 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

Vehicle Identification Via Sparse Representation.
IEEE Trans. Intell. Transp. Syst., 2012

Onboard Low-Complexity Compression of Solar Stereo Images.
IEEE Trans. Image Process., 2012

Adaptive Correlation Estimation With Particle Filtering for Distributed Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2012

Adaptive Slepian-Wolf Decoding Based on Expectation Propagation.
IEEE Commun. Lett., 2012

Distributed compression for condition monitoring of wind farms.
Proceedings of the 2012 IEEE International Conference on Acoustics, 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

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

Online SNR statistic estimation for LDPC decoding over AWGN channel using laplace propagation.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Adaptive Slepian-Wolf decoding using Laplace propagation.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Noise Adaptive LDPC Decoding Using Particle Filtering.
IEEE Trans. Commun., 2011

Adaptive Binary Slepian-Wolf Decoding using Particle Based Belief Propagation.
IEEE Trans. Commun., 2011

Onboard low-complexity compression of solar images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Correlation estimation with particle-based belief propagation for distributed video coding.
Proceedings of the IEEE International Conference on Acoustics, 2011

Noise Adaptive LDPC Decoding Using Expectation Propagation.
Proceedings of the Global Communications Conference, 2011

2010
Adaptive nonasymmetric Slepian-Wolf decoding using particle filtering based belief propagation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Adaptive Wyner-Ziv Decoding Using Particle-Based Belief Propagation.
Proceedings of the Global Communications Conference, 2010

Adaptive Distributed Source Coding over Erasure Channels Using Particle-Based Belief Propagation.
Proceedings of the Global Communications Conference, 2010

Distributed video coding with particle filtering for correlation tracking.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Noise adaptive LDPC decoding using particle filter.
Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

Adaptive Slepian-Wolf decoding using particle filtering based belief propagation.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
A parallel decoding algorithm of LDPC codes using CUDA.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008


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