Výsledky vyhľadávania - "Federated learning"

Identifying significant features in adversarial attack detection framework using federated learning empowered medical IoT network security.

Autori: Sharaf SA Nooh S

Zdroj: Scientific reports [Sci Rep] 2025 Aug 26; Vol. 15 (1), pp. 31485. Date of Electronic Publication: 2025 Aug 26.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy zo slovníka MeSH: Computer Security* , Federated Learning* , Internet of Things*, Humans ; Algorithms ; Artificial Intelligence ; Deep Learning ; Machine Learning ; Neural Networks, Computer

Dual prompt personalized federated learning in foundation models.

Autori: Chang Y Shi X Zhao X a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Jul 31; Vol. 15 (1), pp. 28026. Date of Electronic Publication: 2025 Jul 31.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning*, Humans ; Deep Learning ; Machine Learning ; Models, Theoretical

Federated Learning-Based Model for Predicting Mortality: Systematic Review and Meta-Analysis.

Autori: Tahir N Jung CR Lee SD a ďalší

Zdroj: Journal of medical Internet research [J Med Internet Res] 2025 Jul 21; Vol. 27, pp. e65708. Date of Electronic Publication: 2025 Jul 21.

Spôsob vydávania: Journal Article; Meta-Analysis; Systematic Review

Informácie o časopise: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Mortality*, Humans

Federated Learning for Human Pose Estimation on Non-IID Data via Gradient Coordination.

Autori: Ni P Xiang D Jiang D a ďalší

Zdroj: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Jul 12; Vol. 25 (14). Date of Electronic Publication: 2025 Jul 12.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Posture*/physiology, Humans ; Algorithms ; Machine Learning ; Robotics/methods

Leveraging federated learning and edge computing for pandemic-resilient healthcare.

Autori: Choudhury A Sarma KK Gulvanskii V a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Jul 01; Vol. 15 (1), pp. 20497. Date of Electronic Publication: 2025 Jul 01.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy zo slovníka MeSH: Delivery of Health Care* , Federated Learning* , Pandemics*/prevention & control, Humans ; Artificial Intelligence ; Contact Tracing/methods ; Deep Learning ; Internet of Things

A fused weighted federated learning-based adaptive approach for early-stage drug prediction.

Autori: Salahat M Al-Zoubi HQR Al-Dmour NA a ďalší

Zdroj: Scientific reports [Sci Rep] 2025 Aug 28; Vol. 15 (1), pp. 31763. Date of Electronic Publication: 2025 Aug 28.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Models, Biological*, Humans ; Algorithms ; Machine Learning ; Neural Networks, Computer ; Pharmaceutical Preparations

Efficient federated learning via aggregation of base models.

Autori: Wang P Zhong Z Wang J

Zdroj: PloS one [PLoS One] 2025 Aug 14; Vol. 20 (8), pp. e0327883. Date of Electronic Publication: 2025 Aug 14 (Print Publication: 2025).

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Models, Theoretical*, Algorithms

FedECA: federated external control arms for causal inference with time-to-event data in distributed settings.

Autori: Ogier du Terrail J Klopfenstein Q Li H a ďalší

Zdroj: Nature communications [Nat Commun] 2025 Aug 13; Vol. 16 (1), pp. 7496. Date of Electronic Publication: 2025 Aug 13.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Data Mining*, Humans ; Pancreatic Neoplasms/drug therapy ; Pancreatic Neoplasms/pathology

Federated learning meets Bayesian neural network: Robust and uncertainty-aware distributed variational inference.

Autori: Li P Hu Q Wang X

Zdroj: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 May; Vol. 185, pp. 107135. Date of Electronic Publication: 2025 Jan 13.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Neural Networks, Computer*, Humans ; Algorithms ; Bayes Theorem ; Uncertainty

Privacy-preserving federated learning for collaborative medical data mining in multi-institutional settings.

Autori: Haripriya R Khare N Pandey M

Zdroj: Scientific reports [Sci Rep] 2025 Apr 11; Vol. 15 (1), pp. 12482. Date of Electronic Publication: 2025 Apr 11.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Výrazy zo slovníka MeSH: Confidentiality* , Data Mining*/methods , Federated Learning* , Privacy*, Humans ; Magnetic Resonance Imaging

DFedGFM: Pursuing global consistency for Decentralized Federated Learning via global flatness and global momentum.

Autori: Li Q Zhang M Sun T a ďalší

Zdroj: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Apr; Vol. 184, pp. 107084. Date of Electronic Publication: 2024 Dec 30.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Výrazy zo slovníka MeSH: Algorithms* , Federated Learning* , Neural Networks, Computer*, Humans

Development of time to event prediction models using federated learning.

Autori: Kragh Jørgensen RR Jensen JF El-Galaly T a ďalší

Zdroj: BMC medical research methodology [BMC Med Res Methodol] 2025 May 26; Vol. 25 (1), pp. 143. Date of Electronic Publication: 2025 May 26.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: BioMed Central Country of Publication: England NLM ID: 100968545 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2288 (Electronic) Linking ISSN: 14712288 NLM ISO Abbreviation: BMC Med Res Methodol Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Hodgkin Disease*/mortality , Models, Statistical*, Humans ; Computer Simulation ; Proportional Hazards Models ; Survival Analysis ; Time Factors

Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis.

Autori: Kim S Park H Chikontwe P a ďalší

Zdroj: IEEE transactions on medical imaging [IEEE Trans Med Imaging] 2025 May; Vol. 44 (5), pp. 2079-2092. Date of Electronic Publication: 2025 May 02.

Spôsob vydávania: Journal Article; Research Support, Non-U.S. Gov't

Informácie o časopise: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 8310780 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1558-254X (Electronic) Linking ISSN: 02780062 NLM ISO Abbreviation: IEEE Trans Med Imaging Subsets: MEDLINE

Výrazy zo slovníka MeSH: Federated Learning* , Tomography, X-Ray Computed*/methods, Humans ; Algorithms ; Image Processing, Computer-Assisted/methods ; Machine Learning

Communication-Efficient Hybrid Federated Learning for E-Health With Horizontal and Vertical Data Partitioning.

Autori: Yu C Shen S Wang S a ďalší

Zdroj: IEEE transactions on neural networks and learning systems [IEEE Trans Neural Netw Learn Syst] 2025 Mar; Vol. 36 (3), pp. 5614-5628. Date of Electronic Publication: 2025 Feb 28.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Institute of Electrical and Electronics Engineeers Country of Publication: United States NLM ID: 101616214 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2162-2388 (Electronic) Linking ISSN: 2162237X NLM ISO Abbreviation: IEEE Trans Neural Netw Learn Syst Subsets: MEDLINE

Výrazy zo slovníka MeSH: Artificial Intelligence* , Communication* , Federated Learning* , Telemedicine*, Humans ; Algorithms ; Machine Learning ; Neural Networks, Computer

Federated learning based reference evapotranspiration estimation for distributed crop fields.

Autori: Tausif M Iqbal MW Bashir RN a ďalší

Zdroj: PloS one [PLoS One] 2025 Feb 05; Vol. 20 (2), pp. e0314921. Date of Electronic Publication: 2025 Feb 05 (Print Publication: 2025).

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Výrazy zo slovníka MeSH: Agriculture*/methods , Crops, Agricultural*/growth & development , Federated Learning* , Plant Transpiration*/physiology, Pakistan ; Weather

A communication-efficient federated learning algorithm to assess racial disparities in post-transplantation survival time.

Autori: Wang Y Zhang D Tong J a ďalší

Zdroj: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2025 Dec 01; Vol. 32 (12), pp. 1916-1926.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE

Výrazy zo slovníka MeSH: Algorithms* , Black or African American* , Healthcare Disparities*/ethnology , Kidney Transplantation*/mortality , White*, Female ; Humans ; Male ; Middle Aged ; Federated Learning ; Proportional Hazards Models ; United States

Linkage on security, privacy and fairness in federated learning: New balances and new perspectives.

Autori: Wang L Zhu T Zhou W a ďalší

Zdroj: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2025 Dec; Vol. 192, pp. 107874. Date of Electronic Publication: 2025 Jul 16.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE

Výrazy zo slovníka MeSH: Computer Security* , Privacy* , Machine Learning*, Humans ; Federated Learning

Asynchronous and focal federated learning for skin lesion classification under local data scarcity and class imbalance.

Autori: Ma S Chan YH Ngai ECH a ďalší

Zdroj: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2025 Dec; Vol. 272, pp. 109073. Date of Electronic Publication: 2025 Sep 09.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE

Výrazy zo slovníka MeSH: Machine Learning* , Skin Diseases*/classification , Skin Diseases*/diagnostic imaging, Humans ; Telemedicine ; Algorithms ; Federated Learning

Towards practical federated learning and evaluation for medical prediction models.

Autori: Kazlouski A Montoya Perez I Noor F a ďalší

Zdroj: International journal of medical informatics [Int J Med Inform] 2025 Dec; Vol. 204, pp. 106046. Date of Electronic Publication: 2025 Jul 18.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE

Výrazy zo slovníka MeSH: Prostatic Neoplasms*/diagnosis , Prostatic Neoplasms*/pathology , Machine Learning*, Humans ; Male ; Federated Learning

End-to-End Privacy-Aware Federated Learning for Wearable Health Devices via Encrypted Aggregation in Programmable Networks.

Autori: Khan H Kavati R Pulkaram SS a ďalší

Zdroj: Sensors (Basel, Switzerland) [Sensors (Basel)] 2025 Nov 17; Vol. 25 (22). Date of Electronic Publication: 2025 Nov 17.

Spôsob vydávania: Journal Article

Informácie o časopise: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE

Výrazy zo slovníka MeSH: Wearable Electronic Devices* , Computer Security*, Humans ; Privacy ; Internet of Things ; Computer Communication Networks ; Algorithms ; Machine Learning ; Federated Learning