Federated Learning: Breaking Down Barriers in Global Genomic Research.

导出 OA

翻译打印收藏纠错

作者： Giulia,Calvino ^[1] ; Cristina,Peconi ^[2] ; Claudia,Strafella ^[2] ; Giulia,Trastulli ^[3] ; Domenica,Megalizzi ^[4] ; Sarah,Andreucci ^[2] ; Raffaella,Cascella ^[5] ; Carlo,Caltagirone ^[6] ; Stefania,Zampatti ^[2] ; Emiliano,Giardina ^[4]

作者单位： Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy.;Department of Science, Roma Tre University, 00146 Rome, Italy. ^[1] Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy. ^[2] Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy.;Department of Systems Medicine, Tor Vergata University, 00133 Rome, Italy. ^[3] Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy.;Department of Biomedicine and Prevention, Tor Vergata University, 00133 Rome, Italy. ^[4] Genomic Medicine Laboratory UILDM, IRCCS Santa Lucia Foundation, 00179 Rome, Italy.;Department of Chemical-Toxicological and Pharmacological Evaluation of Drugs, Catholic University Our Lady of Good Counsel, 1010 Tirana, Albania. ^[5] Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, 00179 Rome, Italy. ^[6]

关键词 NGS sequencing artificial intelligence federated learning genomic data privacy machine learning precision medicine

主题词人类(Humans);基因组学(Genomics);高通量核苷酸序列分析(High-Throughput Nucleotide Sequencing);计算机安全(Computer Security)

DOI 10.3390/genes15121650

PMID 39766917

发布时间 2025-01-15

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交