Pneumonia detection from X-ray images using federated learning–An unsupervised learning approach
The emergence of advanced data analysis techniques has revolutionized patient healthcare by enabling the early and efficient detection of diseases. Traditionally, disease identification relied solely on the expertise of medical professionals. However, limitations in physician availability, particula...
Saved in:
Main Authors: | Neeta Rana, Hitesh Marwaha |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2025-02-01
|
Series: | Measurement: Sensors |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2665917424003866 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
A Collaborative Privacy Preserved Federated Learning Framework for Pneumonia Detection using Diverse Chest X-ray Data Silos
by: Shagun Sharma, et al.
Published: (2025-04-01) -
FedRSC: A Federated Learning Analysis for Multi-Label Road Surface Classifications
by: Ioannis V. Vondikakis, et al.
Published: (2024-01-01) -
Secure Image Reconstruction using Deep Learning-based Autoencoder with Integrated Encryption Layers
by: Wurood Abd Ali
Published: (2024-12-01) -
Minimal sourced and lightweight federated transfer learning models for skin cancer detection
by: Vikas Khullar, et al.
Published: (2025-01-01) -
Comparative Analysis of Federated and Centralized Learning Systems in Predicting Cellular Downlink Throughput Using CNN
by: Kukuh Nugroho, et al.
Published: (2025-01-01)