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Author Details

Hyunghoon Cho
Broad Institute of MIT and Harvard, Massachusetts Institute of Technology, Stanford University, Yale University
0000-0002-2713-0150
2014
27
11
PMIDPaper TitleJournal TitlePublished Year
36631897Sequre: a high-performance framework for secure multiparty computation enables biomedical data sharing.Genome Biol2023
38053191Reconstruction of private genomes through reference-based genotype imputation.Genome Biol2023
37541758Assessing transcriptomic reidentification risks using discriminative sequence models.Genome Res2023
37246709sfkit: a web-based toolkit for secure and federated genomic analysis.Nucleic Acids Res2023
35958356Sequre: a high-performance framework for rapid development of secure bioinformatics pipelines.IEEE Int Symp Parallel Distrib Process Workshops Phd Forum2022
37525827<i>k</i>-SALSA: <i>k</i>-anonymous synthetic averaging of retinal images via local style alignment.Comput Vis ECCV2022
37283781Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy.IEEE Trans Inf Theory2022
33462509Assessing single-cell transcriptomic variability through density-preserving data visualization.Nat Biotechnol2021
34859247Privacy-Preserving Genotype Imputation in a Trusted Execution Environment.Res Comput Mol Biol2021
34764286Author Correction: Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption.Nat Commun2021
34635645Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption.Nat Commun2021
34450045Privacy-preserving genotype imputation in a trusted execution environment.Cell Syst2021
34252956Bayesian information sharing enhances detection of regulatory associations in rare cell types.Bioinformatics2021
32359425Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs.Cell Syst2020
31262363Emerging technologies towards enhancing privacy in genomic data sharing.Genome Biol2019
32832915Large-Margin Classification in Hyperbolic Space.Proc Mach Learn Res2019
31176620Geometric Sketching Compactly Summarizes the Single-Cell Transcriptomic Landscape.Cell Syst2019
29734293Secure genome-wide association analysis using multiparty computation.Nat Biotechnol2018
29936184Generalizable and Scalable Visualization of Single-Cell Data Using Neural Networks.Cell Syst2018
30138580Principles of Systems Biology, No. 31.Cell Syst2018
30337410Realizing private and practical pharmacological collaboration.Science2018
29725668Generalizable visualization of mega-scale single-cell data.Res Comput Mol Biol2018
26930205Reconstructing Causal Biological Networks through Active Learning.PLoS One2016
27889536Compact Integration of Multi-Network Topology for Functional Analysis of Genes.Cell Syst2016
26072504Exploiting ontology graph for predicting sparsely annotated gene function.Bioinformatics2015
28748230Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks.Res Comput Mol Biol2015
25251678High-resolution transcriptome analysis with long-read RNA sequencing.PLoS One2014
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Collaborators

Bonnie Berger
Massachusetts Institute of Technology
Co-authored papers 21
Jian Peng
University of Illinois
Co-authored papers 8
Jean-Pierre Hubaux
EPFL.
Co-authored papers 2
Kaiyuan Zhu
Zhejiang Institute of Landscape Plants and Flowers
Co-authored papers 2
Jacques Fellay
Ecole Polytechnique Federale de Lausanne
Co-authored papers 2
Ibrahim Numanagi??
University of Victoria
Co-authored papers 2
Jean Louis Raisaro
University Hospital Lausanne, University of Lausanne
Co-authored papers 2
Xiaofeng Wang
Indiana University Bloomington
Co-authored papers 2
Suleyman Cenk Sahinalp
National Cancer Institute, National Institutes of Health
Co-authored papers 2
Brian Hie
Stanford University
Co-authored papers 2
Can Kockan
Indiana University, National Cancer Institute, National Institutes of Health
Co-authored papers 2
Joao Sa Sousa
EPFL.
Co-authored papers 2
Juan R Troncoso-Pastoriza
EPFL.
Co-authored papers 2
Michel A Cuendet
Precision Oncology Center, Lausanne University Hospital
Co-authored papers 2
Ariya Shajii
Massachusetts Institute of Technology
Co-authored papers 2
Ileana M Cristea
Princeton University
Co-authored papers 1
Michael Altenbuchinger
University Medical Center Gottingen
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Chengxiang Zhai
University of Illinois Urbana-Champaign
Co-authored papers 1
Joe R Davis
Stanford University School of Medicine
Co-authored papers 1
Hyunwoo Kim
Korea University
Co-authored papers 1
Rainer Spang
University of Regensburg
Co-authored papers 1
Zhemin Zhou
Pasteurien College, Suzhou Medical College of Soochow University
Co-authored papers 1
Salim El Rouayheb
The State University of New Jersey
Co-authored papers 1
Fabio Vandin
University of Padova
Co-authored papers 1
Natnatee Dokmai
Indiana University
Co-authored papers 1
Dana Silverbush
Broad Institute of Harvard and MIT
Co-authored papers 1
Kevin S Smith
Stanford University
Co-authored papers 1
Simona Cristea
Dana-Farber Cancer Institute
Co-authored papers 1
Tilo Wettig
University of Regensburg
Co-authored papers 1
Hyeonjin Park
Co-authored papers 1
Release 1.2