These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
4. Robust and Privacy-Preserving Decentralized Deep Federated Learning Training: Focusing on Digital Healthcare Applications. Tian Y; Wang S; Xiong J; Bi R; Zhou Z; Bhuiyan MZA IEEE/ACM Trans Comput Biol Bioinform; 2024; 21(4):890-901. PubMed ID: 37028039 [TBL] [Abstract][Full Text] [Related]
5. An end-to-end framework for private DGA detection as a service. Maia RJM; Ray D; Pentyala S; Dowsley R; De Cock M; Nascimento ACA; Jacobi R PLoS One; 2024; 19(8):e0304476. PubMed ID: 39196905 [TBL] [Abstract][Full Text] [Related]
6. Secure tumor classification by shallow neural network using homomorphic encryption. Hong S; Park JH; Cho W; Choe H; Cheon JH BMC Genomics; 2022 Apr; 23(1):284. PubMed ID: 35395714 [TBL] [Abstract][Full Text] [Related]
7. End-to-end pseudonymization of fine-tuned clinical BERT models : Privacy preservation with maintained data utility. Vakili T; Henriksson A; Dalianis H BMC Med Inform Decis Mak; 2024 Jun; 24(1):162. PubMed ID: 38915012 [TBL] [Abstract][Full Text] [Related]
8. Privacy-preserving logistic regression with secret sharing. Ghavamipour AR; Turkmen F; Jiang X BMC Med Inform Decis Mak; 2022 Apr; 22(1):89. PubMed ID: 35366870 [TBL] [Abstract][Full Text] [Related]
9. High performance logistic regression for privacy-preserving genome analysis. De Cock M; Dowsley R; Nascimento ACA; Railsback D; Shen J; Todoki A BMC Med Genomics; 2021 Jan; 14(1):23. PubMed ID: 33472626 [TBL] [Abstract][Full Text] [Related]
10. Privacy preserving collaborative learning of generalized linear mixed model. Anjum MM; Mohammed N; Li W; Jiang X J Biomed Inform; 2022 Mar; 127():104008. PubMed ID: 35167978 [TBL] [Abstract][Full Text] [Related]
11. Privacy-preserving biological age prediction over federated human methylation data using fully homomorphic encryption. Goldenberg M; Mualem L; Shahar A; Snir S; Akavia A Genome Res; 2024 Oct; 34(9):1324-1333. PubMed ID: 39237299 [TBL] [Abstract][Full Text] [Related]
12. Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption. Lu Y; Tian Y; Zhou T; Zhu S; Li J IEEE J Biomed Health Inform; 2021 Sep; 25(9):3310-3320. PubMed ID: 33822728 [TBL] [Abstract][Full Text] [Related]
13. Insuring against the perils in distributed learning: privacy-preserving empirical risk minimization. Owusu-Agyemang K; Qin Z; Benjamin A; Xiong H; Qin Z Math Biosci Eng; 2021 Mar; 18(4):3006-3033. PubMed ID: 34198373 [TBL] [Abstract][Full Text] [Related]
14. A compressive sensing based secure watermark detection and privacy preserving storage framework. Qia Wang ; Wenjun Zeng ; Jun Tian IEEE Trans Image Process; 2014 Mar; 23(3):1317-28. PubMed ID: 24723529 [TBL] [Abstract][Full Text] [Related]
15. Web-Based Privacy-Preserving Multicenter Medical Data Analysis Tools Via Threshold Homomorphic Encryption: Design and Development Study. Lu Y; Zhou T; Tian Y; Zhu S; Li J J Med Internet Res; 2020 Dec; 22(12):e22555. PubMed ID: 33289676 [TBL] [Abstract][Full Text] [Related]
16. Accurate training of the Cox proportional hazards model on vertically-partitioned data while preserving privacy. Kamphorst B; Rooijakkers T; Veugen T; Cellamare M; Knoors D BMC Med Inform Decis Mak; 2022 Feb; 22(1):49. PubMed ID: 35209883 [TBL] [Abstract][Full Text] [Related]
17. A novel privacy-preserving biometric authentication scheme. Mao X; Chen Y; Deng C; Zhou X PLoS One; 2023; 18(5):e0286215. PubMed ID: 37228099 [TBL] [Abstract][Full Text] [Related]
18. Privacy-preserving breast cancer recurrence prediction based on homomorphic encryption and secure two party computation. Son Y; Han K; Lee YS; Yu J; Im YH; Shin SY PLoS One; 2021; 16(12):e0260681. PubMed ID: 34928973 [TBL] [Abstract][Full Text] [Related]
19. Self-balancing Incremental Broad Learning System with privacy protection. Zhang W; Liu Z; Jiang Y; Chen W; Zhao B; Yang K Neural Netw; 2024 Oct; 178():106436. PubMed ID: 38908165 [TBL] [Abstract][Full Text] [Related]