Published on in Vol 25 (2023)
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/41588, first published
.
Journals
- Ritahani Ismail A, Mohd Khalili A, Adilah Rahim N, Nisa S. Deep Convolutional Generative Adversarial Networks for Imbalance Medical Image Classification.. International Journal on Perceptive and Cognitive Computing 2023;9(2):98 View
- Garcia Santa Cruz B, Husch A, Hertel F. Machine learning models for diagnosis and prognosis of Parkinson's disease using brain imaging: general overview, main challenges, and future directions. Frontiers in Aging Neuroscience 2023;15 View
- Liang X, Zhao J, Chen Y, Bandara E, Shetty S. Architectural Design of a Blockchain-Enabled, Federated Learning Platform for Algorithmic Fairness in Predictive Health Care: Design Science Study. Journal of Medical Internet Research 2023;25:e46547 View
- Pelc M, Vilimkova Kahankova R, Blaszczyszyn M, Mikolajewski D, Konieczny M, Khoma V, Bara G, Zygarlicki J, Martinek R, Gupta M, Gorzelanczyk E, Pawłowski M, Czapiga B, Zygarlicka M, Kawala-Sterniuk A. Initial study on an expert system for spine diseases screening using inertial measurement unit. Scientific Reports 2023;13(1) View
- Guan B, Yu L, Li Y, Jia Z, Jin Z. Assessment of patients with Parkinson’s disease based on federated learning. International Journal of Machine Learning and Cybernetics 2024;15(4):1621 View
- Giuffrè M, Shung D. Harnessing the power of synthetic data in healthcare: innovation, application, and privacy. npj Digital Medicine 2023;6(1) View
- Singh A, Bansod G, Mahajan M, Dietrich P, Singh S, Rav K, Thissen A, Bharde A, Rothenstein D, Kulkarni S, Bill J. Digital Transformation in Toxicology: Improving Communication and Efficiency in Risk Assessment. ACS Omega 2023;8(24):21377 View
- Shao L, Chen B, Zhang Z, Zhang Z, Chen X. Artificial intelligence generated content (AIGC) in medicine: A narrative review. Mathematical Biosciences and Engineering 2024;21(1):1672 View
- Kisten M, Ezugwu A, Olusanya M. Explainable Artificial Intelligence Model for Predictive Maintenance in Smart Agricultural Facilities. IEEE Access 2024;12:24348 View
- Meiser M, Zinnikus I. A Survey on the Use of Synthetic Data for Enhancing Key Aspects of Trustworthy AI in the Energy Domain: Challenges and Opportunities. Energies 2024;17(9):1992 View
- Saeedi M, Gorji H, Vasefi F, Tavakolian K. Federated Versus Central Machine Learning on Diabetic Foot Ulcer Images: Comparative Simulations. IEEE Access 2024;12:58960 View
- Brauneck A, Schmalhorst L, Weiss S, Baumbach L, Völker U, Ellinghaus D, Baumbach J, Buchholtz G. Legal aspects of privacy-enhancing technologies in genome-wide association studies and their impact on performance and feasibility. Genome Biology 2024;25(1) View
- Zoerle T, Beqiri E, Åkerlund C, Gao G, Heldt T, Hawryluk G, Stocchetti N. Intracranial pressure monitoring in adult patients with traumatic brain injury: challenges and innovations. The Lancet Neurology 2024;23(9):938 View
- Tajabadi M, Martin R, Heider D. Privacy-Preserving Decentralized Learning Methods for Biomedical Applications. Computational and Structural Biotechnology Journal 2024 View
- Mandal P. A distributed privacy preserving model for the detection of Alzheimer’s disease. Neural Computing and Applications 2024;36(36):22719 View
- Souza J, Oliveira S, Oliveira H. The Impact of Federated Learning on Urban Computing. Journal of Internet Services and Applications 2024;15(1):380 View
- Singhal S, Cooke D, Villareal R, Stoddard J, Lin C, Dempsey A. Machine Learning for Mental Health: Applications, Challenges, and the Clinician's Role. Current Psychiatry Reports 2024 View
- Bhanbhro J, Nisticò S, Palopoli L. Issues in federated learning: some experiments and preliminary results. Scientific Reports 2024;14(1) View
Books/Policy Documents
- Sindiramutty S, Jhanjhi N, Tan C, Yun K, Manchuri A, Ashraf H, Murugesan R, Tee W, Hussain M. Cybersecurity Issues and Challenges in the Drone Industry. View
- Ajalkar D, Sharma Y, Shinde J, Nayak S. Applying Machine Learning Techniques to Bioinformatics. View
- Kumar M, Kumar A, Bhargava M, Singh R, Shukla A, Shukla V. Cryptology and Network Security with Machine Learning. View
- Swathi N, Kavitha S, Karpakavalli M. Improving Healthcare Quality and Patient Engagement. View