528 related articles for article (PubMed ID: 33350391)
1. Stochastic Channel-Based Federated Learning With Neural Network Pruning for Medical Data Privacy Preservation: Model Development and Experimental Validation.
Shao R; He H; Chen Z; Liu H; Liu D
JMIR Form Res; 2020 Dec; 4(12):e17265. PubMed ID: 33350391
[TBL] [Abstract][Full Text] [Related]
2. A Communication-Efficient, Privacy-Preserving Federated Learning Algorithm Based on Two-Stage Gradient Pruning and Differentiated Differential Privacy.
Li Y; Du W; Han L; Zhang Z; Liu T
Sensors (Basel); 2023 Nov; 23(23):. PubMed ID: 38067678
[TBL] [Abstract][Full Text] [Related]
3. FedSPL: federated self-paced learning for privacy-preserving disease diagnosis.
Wang Q; Zhou Y
Brief Bioinform; 2022 Jan; 23(1):. PubMed ID: 34874995
[TBL] [Abstract][Full Text] [Related]
4. Dynamic Asynchronous Anti Poisoning Federated Deep Learning with Blockchain-Based Reputation-Aware Solutions.
Chen Z; Cui H; Wu E; Yu X
Sensors (Basel); 2022 Jan; 22(2):. PubMed ID: 35062645
[TBL] [Abstract][Full Text] [Related]
5. Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records.
Huang L; Shea AL; Qian H; Masurkar A; Deng H; Liu D
J Biomed Inform; 2019 Nov; 99():103291. PubMed ID: 31560949
[TBL] [Abstract][Full Text] [Related]
6. Learning From Others Without Sacrificing Privacy: Simulation Comparing Centralized and Federated Machine Learning on Mobile Health Data.
Liu JC; Goetz J; Sen S; Tewari A
JMIR Mhealth Uhealth; 2021 Mar; 9(3):e23728. PubMed ID: 33783362
[TBL] [Abstract][Full Text] [Related]
7. FedSGDCOVID: Federated SGD COVID-19 Detection under Local Differential Privacy Using Chest X-ray Images and Symptom Information.
Ho TT; Tran KD; Huang Y
Sensors (Basel); 2022 May; 22(10):. PubMed ID: 35632136
[TBL] [Abstract][Full Text] [Related]
8. A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals.
Soltan AAS; Thakur A; Yang J; Chauhan A; D'Cruz LG; Dickson P; Soltan MA; Thickett DR; Eyre DW; Zhu T; Clifton DA
Lancet Digit Health; 2024 Feb; 6(2):e93-e104. PubMed ID: 38278619
[TBL] [Abstract][Full Text] [Related]
9. Exploring the Relationship Between Privacy and Utility in Mobile Health: Algorithm Development and Validation via Simulations of Federated Learning, Differential Privacy, and External Attacks.
Shen A; Francisco L; Sen S; Tewari A
J Med Internet Res; 2023 Apr; 25():e43664. PubMed ID: 37079370
[TBL] [Abstract][Full Text] [Related]
10. Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data.
Ziegler J; Pfitzner B; Schulz H; Saalbach A; Arnrich B
Sensors (Basel); 2022 Jul; 22(14):. PubMed ID: 35890875
[TBL] [Abstract][Full Text] [Related]
11. Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results.
Li X; Gu Y; Dvornek N; Staib LH; Ventola P; Duncan JS
Med Image Anal; 2020 Oct; 65():101765. PubMed ID: 32679533
[TBL] [Abstract][Full Text] [Related]
12. Privacy-preserving federated machine learning on FAIR health data: A real-world application.
Sinaci AA; Gencturk M; Alvarez-Romero C; Laleci Erturkmen GB; Martinez-Garcia A; Escalona-Cuaresma MJ; Parra-Calderon CL
Comput Struct Biotechnol J; 2024 Dec; 24():136-145. PubMed ID: 38434250
[TBL] [Abstract][Full Text] [Related]
13. Ternary Compression for Communication-Efficient Federated Learning.
Xu J; Du W; Jin Y; He W; Cheng R
IEEE Trans Neural Netw Learn Syst; 2022 Mar; 33(3):1162-1176. PubMed ID: 33296314
[TBL] [Abstract][Full Text] [Related]
14. Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study.
Lee DY; Choi B; Kim C; Fridgeirsson E; Reps J; Kim M; Kim J; Jang JW; Rhee SY; Seo WW; Lee S; Son SJ; Park RW
J Med Internet Res; 2023 Jul; 25():e46165. PubMed ID: 37471130
[TBL] [Abstract][Full Text] [Related]
15. Blockchain and homomorphic encryption based privacy-preserving model aggregation for medical images.
Kumar R; Kumar J; Khan AA; Zakria ; Ali H; Bernard CM; Khan RU; Zeng S
Comput Med Imaging Graph; 2022 Dec; 102():102139. PubMed ID: 36395604
[TBL] [Abstract][Full Text] [Related]
16. Privacy-preserving blockchain-based federated learning for brain tumor segmentation.
Kumar R; Bernard CM; Ullah A; Khan RU; Kumar J; Kulevome DKB; Yunbo R; Zeng S
Comput Biol Med; 2024 Jul; 177():108646. PubMed ID: 38824788
[TBL] [Abstract][Full Text] [Related]
17. Memory-aware curriculum federated learning for breast cancer classification.
Jiménez-Sánchez A; Tardy M; González Ballester MA; Mateus D; Piella G
Comput Methods Programs Biomed; 2023 Feb; 229():107318. PubMed ID: 36592580
[TBL] [Abstract][Full Text] [Related]
18. Cloud-Based Federated Learning Implementation Across Medical Centers.
Rajendran S; Obeid JS; Binol H; D Agostino R; Foley K; Zhang W; Austin P; Brakefield J; Gurcan MN; Topaloglu U
JCO Clin Cancer Inform; 2021 Jan; 5():1-11. PubMed ID: 33411624
[TBL] [Abstract][Full Text] [Related]
19. Research on medical data security sharing scheme based on homomorphic encryption.
Guo L; Gao W; Cao Y; Lai X
Math Biosci Eng; 2023 Jan; 20(2):2261-2279. PubMed ID: 36899533
[TBL] [Abstract][Full Text] [Related]
20.
; ; . PubMed ID:
[No Abstract] [Full Text] [Related]
[Next] [New Search]
