FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy
Fuente:
arXiv
Saved in:
| Main Authors: | Kapoor, Rishit, Joshua, Jesher, Vijayarangan, Muralidharan, B, Natarajan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models
by: Balan, Kar, et al.
Published: (2024)
by: Balan, Kar, et al.
Published: (2024)
SplitFed-CL: A Split Federated Co-Learning Framework for Medical Image Segmentation with Inaccurate Labels
by: Kafshgari, Zahra Hafezi, et al.
Published: (2026)
by: Kafshgari, Zahra Hafezi, et al.
Published: (2026)
On Privacy-Preserving Image Transmission in Low-Altitude Networks: A Swin Transformer-Based Framework with Federated Learning
by: Zhang, Kexin, et al.
Published: (2026)
by: Zhang, Kexin, et al.
Published: (2026)
Attention-Enhanced Deep Learning Ensemble for Breast Density Classification in Mammography
by: Sharifian, Peyman, et al.
Published: (2025)
by: Sharifian, Peyman, et al.
Published: (2025)
FedSynthCT-Brain: A Federated Learning Framework for Multi-Institutional Brain MRI-to-CT Synthesis
by: Raggio, Ciro Benito, et al.
Published: (2024)
by: Raggio, Ciro Benito, et al.
Published: (2024)
Early Diagnosis of Alzheimer's Diseases and Dementia from MRI Images Using an Ensemble Deep Learning
by: Naderi, Mozhgan, et al.
Published: (2024)
by: Naderi, Mozhgan, et al.
Published: (2024)
An Optimized Ensemble Deep Learning Model For Brain Tumor Classification
by: Talukder, Md. Alamin, et al.
Published: (2023)
by: Talukder, Md. Alamin, et al.
Published: (2023)
DICODerma: A practical approach for metadata management of images in dermatology
by: Eapen, Bell Raj, et al.
Published: (2021)
by: Eapen, Bell Raj, et al.
Published: (2021)
Image Restoration: A Comparative Analysis of Image De noising Using Different Spatial Filtering Techniques
by: Onyedinma, E. G., et al.
Published: (2024)
by: Onyedinma, E. G., et al.
Published: (2024)
Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection
by: Zhou, Lisang, et al.
Published: (2024)
by: Zhou, Lisang, et al.
Published: (2024)
Brain MRI detection by Sematic Segmentation models- Transfer Learning approach
by: Vajiram, Jayanthi, et al.
Published: (2024)
by: Vajiram, Jayanthi, et al.
Published: (2024)
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI
by: Li, Chenjun, et al.
Published: (2024)
by: Li, Chenjun, et al.
Published: (2024)
Modality-Agnostic Brain Lesion Segmentation with Privacy-aware Continual Learning
by: Sadegheih, Yousef, et al.
Published: (2025)
by: Sadegheih, Yousef, et al.
Published: (2025)
Ensemble Learning for Microbubble Localization in Super-Resolution Ultrasound
by: Gharamaleki, Sepideh K., et al.
Published: (2024)
by: Gharamaleki, Sepideh K., et al.
Published: (2024)
A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection
by: Ahad, Md Taimur, et al.
Published: (2024)
by: Ahad, Md Taimur, et al.
Published: (2024)
Federal Learning Framework for Quality Evaluation of Blastomere Cleavage
by: Wang, Jung-Hua, et al.
Published: (2024)
by: Wang, Jung-Hua, et al.
Published: (2024)
HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging
by: Ashraf, Tajamul, et al.
Published: (2024)
by: Ashraf, Tajamul, et al.
Published: (2024)
Align-Free Multi-Plane Phase Retrieval
by: Wang, Jiabao, et al.
Published: (2024)
by: Wang, Jiabao, et al.
Published: (2024)
Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction
by: Yewle, Akshay Dagadu, et al.
Published: (2025)
by: Yewle, Akshay Dagadu, et al.
Published: (2025)
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning
by: Wu, Ruoyou, et al.
Published: (2024)
by: Wu, Ruoyou, et al.
Published: (2024)
Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI
by: Wu, Ruoyou, et al.
Published: (2025)
by: Wu, Ruoyou, et al.
Published: (2025)
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study
by: Moradi, Ashkan, et al.
Published: (2025)
by: Moradi, Ashkan, et al.
Published: (2025)
FedKPer: Tackling Generalization and Personalization in Medical Federated Learning via Knowledge Personalization
by: Fowler, Zoe, et al.
Published: (2026)
by: Fowler, Zoe, et al.
Published: (2026)
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction
by: Ekanayake, Mevan, et al.
Published: (2023)
by: Ekanayake, Mevan, et al.
Published: (2023)
An Ensemble-Based Two-Step Framework for Classification of Pap Smear Cell Images
by: Di Piazza, Theo, et al.
Published: (2025)
by: Di Piazza, Theo, et al.
Published: (2025)
Privacy-Preserving AI for Encrypted Medical Imaging: A Framework for Secure Diagnosis and Learning
by: Siam, Abdullah Al, et al.
Published: (2025)
by: Siam, Abdullah Al, et al.
Published: (2025)
Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI
by: Zeineldin, Ramy A., et al.
Published: (2024)
by: Zeineldin, Ramy A., et al.
Published: (2024)
Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation
by: Koutsoubis, Nikolas, et al.
Published: (2024)
by: Koutsoubis, Nikolas, et al.
Published: (2024)
Enhancing Privacy Preservation and Reducing Analysis Time with Federated Transfer Learning in Digital Twins-based Computed Tomography Scan Analysis
by: Jan, Avais, et al.
Published: (2025)
by: Jan, Avais, et al.
Published: (2025)
Rate-Distortion Optimization for Ensembles of Non-Reference Metrics
by: Xiong, Xin, et al.
Published: (2026)
by: Xiong, Xin, et al.
Published: (2026)
Efficient Meningioma Tumor Segmentation Using Ensemble Learning
by: Pajouh, Mohammad Mahdi Danesh, et al.
Published: (2025)
by: Pajouh, Mohammad Mahdi Danesh, et al.
Published: (2025)
Malaria Parasitic Detection using a New Deep Boosted and Ensemble Learning Framework
by: Khan, Saddam Hussain, et al.
Published: (2022)
by: Khan, Saddam Hussain, et al.
Published: (2022)
GastroViT: A Vision Transformer Based Ensemble Learning Approach for Gastrointestinal Disease Classification with Grad CAM & SHAP Visualization
by: Tabassum, Sumaiya, et al.
Published: (2025)
by: Tabassum, Sumaiya, et al.
Published: (2025)
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis
by: Giuri, Humberto, et al.
Published: (2024)
by: Giuri, Humberto, et al.
Published: (2024)
Integrating Notch Filtering and Statistical Methods for Improved Cardiac Diagnostics Using MATLAB
by: Bibar, Lohit, et al.
Published: (2025)
by: Bibar, Lohit, et al.
Published: (2025)
Predicting Lung Cancer's Metastats' Locations Using Bioclinical Model
by: Lazebnik, Teddy, et al.
Published: (2023)
by: Lazebnik, Teddy, et al.
Published: (2023)
Empowering Healthcare through Privacy-Preserving MRI Analysis
by: Amin, Al, et al.
Published: (2024)
by: Amin, Al, et al.
Published: (2024)
Structure Similarity Preservation Learning for Asymmetric Image Retrieval
by: Wu, Hui, et al.
Published: (2024)
by: Wu, Hui, et al.
Published: (2024)
Improving Deep Learning for Accelerated MRI With Data Filtering
by: Lin, Kang, et al.
Published: (2025)
by: Lin, Kang, et al.
Published: (2025)
Domain wall and Magnetic Tunnel Junction Hybrid for on-chip Learning in UNet architecture
by: Vadde, Venkatesh, et al.
Published: (2024)
by: Vadde, Venkatesh, et al.
Published: (2024)
Similar Items
-
PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models
by: Balan, Kar, et al.
Published: (2024) -
SplitFed-CL: A Split Federated Co-Learning Framework for Medical Image Segmentation with Inaccurate Labels
by: Kafshgari, Zahra Hafezi, et al.
Published: (2026) -
On Privacy-Preserving Image Transmission in Low-Altitude Networks: A Swin Transformer-Based Framework with Federated Learning
by: Zhang, Kexin, et al.
Published: (2026) -
Attention-Enhanced Deep Learning Ensemble for Breast Density Classification in Mammography
by: Sharifian, Peyman, et al.
Published: (2025) -
FedSynthCT-Brain: A Federated Learning Framework for Multi-Institutional Brain MRI-to-CT Synthesis
by: Raggio, Ciro Benito, et al.
Published: (2024)