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H

Hyunghoon Cho

yale university

20H-index
64Paper Count
2.2KCitation Count
Published Papers 21
Publication Date
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Memorization in large language models in medicine prevalence characteristics and implications
errNature Communications
IF15.7
err2026-06-19
err0
errOAAI
errAnran Li; Lingfei Qian; Mengmeng Du; Yu Yin; Yan Hu; Zihao Sun; Yihang Fu; Hyunjae Kim; Erica Stutz; Xuguang Ai; Qianqian Xie; Rui Zhu; Jimin Huang; Yifan Yang; Siru Liu; Yih-Chung Tham; Lucila Ohno-Machado; Hyunghoon Cho; Zhiyong Lu; Hua Xu; Qingyu Chen
errShare
errSave
Secure phasing of private genomes in a trusted execution environment with TX-Phase
errGENOME RESEARCH
IF5.5
err2025-12-01
err1
PREAI
errDokmai, Natnatee; Zhu, Kaiyuan; Sahinalp, S. Cenk; Cho, Hyunghoon
errShare
errSave
Generating synthetic electronic health record data: a methodological scoping review with benchmarking on phenotype data and open-source software
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-06-01
err0
errOAAI
errChen, Xingran; Wu, Zhenke; Shi, Xu; Cho, Hyunghoon; Mukherjee, Bhramar
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errSave
Learning-augmented sketching offers improved performance for privacy preserving and secure GWAS
errISCIENCE
IF4.1
err2025-02-01
err0
errOAAI
errXu, Junyan; Zhu, Kaiyuan; Cai, Jieling; Kockan, Can; Dokmai, Natnatee; Cho, Hyunghoon; Woodruff, David P.; Sahinalp, S. Cenk
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errSave
Privacy of single-cell gene expression data
errPATTERNS
IF7.4
err2024-11-01
err0
errOAAI
errCho, Hyunghoon
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errSave
Privacy-Enhancing Technologies in Biomedical Data Science
errANNUAL REVIEW OF BIOMEDICAL DATA SCIENCE
IF6
err2024-08-23
err0
errOAAI
errCho, Hyunghoon; Froelicher, David; Dokmai, Natnatee; Nandi, Anupama; Sadhuka, Shuvom; Hong, Matthew M.; Berger, Bonnie
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errSave
Secure discovery of genetic relatives across large-scale and distributed genomic data sets
errGENOME RESEARCH
IF5.5
err2024-08-07
err1
errOAAI
errHong, Matthew M.; Froelicher, David; Magner, Ricky; Popic, Victoria; Berger, Bonnie; Cho, Hyunghoon
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errSave
Reconstruction of private genomes through reference-based genotype imputation
errGENOME BIOLOGY
IF9.4
err2023-12-06
err2
errOAAI
errMosca, Matthew J.; Cho, Hyunghoon
errShare
errSave
sfkit: a web-based toolkit for secure and federated genomic analysis
errNUCLEIC ACIDS RESEARCH
IF13.1
err2023-05-29
err5
errOAAI
errMendelsohn, Simon; Froelicher, David; Loginov, Denis; Bernick, David; Berger, Bonnie; Cho, Hyunghoon
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errSave
Sequre: a high-performance framework for secure multiparty computation enables biomedical data sharing
errGENOME BIOLOGY
IF9.4
err2023-01-11
err7
errOAAI
errSmajlovic, Haris; Shajii, Ariya; Berger, Bonnie; Cho, Hyunghoon; Numanagic, Ibrahim
errShare
errSave
Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption (vol 12, 5910, 2021)
errNATURE COMMUNICATIONS
IF15.7
err2021-11-11
err0
errOAAI
errFroelicher, David; Troncoso-Pastoriza, Juan R.; Raisaro, Jean Louis; Cuendet, Michel A.; Sousa, Joao Sa; Cho, Hyunghoon; Berger, Bonnie; Fellay, Jacques; Hubaux, Jean-Pierre
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errSave
Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption
errNATURE COMMUNICATIONS
IF15.7
err2021-10-11
err74
errOAAI
errFroelicher, David; Troncoso-Pastoriza, Juan R.; Raisaro, Jean Louis; Cuendet, Michel A.; Sousa, Joao Sa; Cho, Hyunghoon; Berger, Bonnie; Fellay, Jacques; Hubaux, Jean-Pierre
errShare
errSave
Privacy-preserving genotype imputation in a trusted execution environment
errCELL SYSTEMS
IF7.7
err2021-10-01
err16
errOAAI
errDokmai, Natnatee; Kockan, Can; Zhu, Kaiyuan; Wang, XiaoFeng; Sahinalp, S. Cenk; Cho, Hyunghoon
errShare
errSave
Assessing single-cell transcriptomic variability through density-preserving data visualization
errNATURE BIOTECHNOLOGY
IF41.7
err2021-01-18
err77
errOAAI
errNarayan, Ashwin; Berger, Bonnie; Cho, Hyunghoon
errShare
errSave
Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs
errCELL SYSTEMS
IF7.7
err2020-05-01
err14
errOAAI
errCho, Hyunghoon; Simmons, Sean; Kim, Ryan; Berger, Bonnie
errShare
errSave
Emerging technologies towards enhancing privacy in genomic data sharing
errGENOME BIOLOGY
IF9.4
err2019-07-02
err37
errOAAI
errBerger, Bonnie; Cho, Hyunghoon
errShare
errSave
Geometric Sketching Compactly Summarizes the Single-Cell Transcriptomic Landscape
errCELL SYSTEMS
IF7.7
err2019-06-01
err79
errOAAI
errHie, Brian; Cho, Hyunghoon; DeMeo, Benjamin; Bryson, Bryan; Berger, Bonnie
errShare
errSave
Principles of Systems Biology, No. 31
errCELL SYSTEMS
IF7.7
err2018-08-01
err0
errOAAI
errCho, Hyunghoon; Berger, Bonnie; Peng, Jian; Galitzine, Cyril; Vitek, Olga; Beltran, Pierre M. Jean; Cristea, Ileana M.; Goertler, Franziska; Solbrig, Stefan; Wettig, Tilo; Oefner, Peter J.; Spang, Rainer; Altenbuchinger, Michael; Sarmashghi, Shahab; Bafna, Vineet; Mirarab, Siavash; Bohmann, Kristine; Gilbert, M. Thomas P.; Basso, Rebecca Sarto; Hochbaum, Dorit; Vandin, Fabio; Silverbush, Dana; Cristea, Simona; Yanovich, Gali; Geiger, Tamar; Beerenwinkel, Niko; Sharan, Roded; Zhou, Zhemin; Luhmann, Nina; Alikhan, Nabil-Fareed; Achtman, Mark
errShare
errSave
Generalizable and Scalable Visualization of Single-Cell Data Using Neural Networks
errCELL SYSTEMS
IF7.7
err2018-08-01
err35
errOAAI
errCho, Hyunghoon; Berger, Bonnie; Peng, Jian
errShare
errSave
Secure genome-wide association analysis using multiparty computation
errNATURE BIOTECHNOLOGY
IF41.7
err2018-05-07
err132
errOAAI
errCho, Hyunghoon; Wu, David J.; Berger, Bonnie
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jean‐Pierre Hubaux
H-index: 86 · Papers: 470
B
Bonnie Berger
H-index: 85 · Papers: 515
V
Vineet Bafna
H-index: 80 · Papers: 448
B
Bhramar Mukherjee
H-index: 75 · Papers: 810
P
Peter J. Oefner
H-index: 70 · Papers: 358
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