Buchumschlag

Deep Learning CNN for Pneumonia Detection: Advancing Digital Health in Society 5.0

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
1. Verfasser:	Almohab, Hadi
Format:	Preprint
Veröffentlicht:	2026
Schlagworte:	Image and Video Processing Computer Vision and Pattern Recognition
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

A Comparison Study of Deep CNN Architecture in Detecting of Pneumonia
von: Porag, Al Mohidur Rahman, et al.
Veröffentlicht: (2022)

CNN-ViT Hybrid for Pneumonia Detection: Theory and Empiric on Limited Data without Pretraining
von: Basnet, Prashant Singh, et al.
Veröffentlicht: (2025)

MIC: Medical Image Classification Using Chest X-ray (COVID-19 and Pneumonia) Dataset with the Help of CNN and Customized CNN
von: Fahad, Nafiz, et al.
Veröffentlicht: (2024)

Diagnostic Uncertainty in Pneumonia Detection using CNN MobileNetV2 and CNN from Scratch
von: Sudiardjo, Kennard Norbert, et al.
Veröffentlicht: (2025)

Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications
von: Dutta, P K, et al.
Veröffentlicht: (2025)

Deep Brain Net: An Optimized Deep Learning Model for Brain tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer Learning
von: Onah, Daniel, et al.
Veröffentlicht: (2025)

Brain Tumor Detection Through Diverse CNN Architectures in IoT Healthcare Industries: Fast R-CNN, U-Net, Transfer Learning-Based CNN, and Fully Connected CNN
von: Ilani, Mohsen Asghari, et al.
Veröffentlicht: (2025)

Deep Learning Innovations in Diagnosing Diabetic Retinopathy: The Potential of Transfer Learning and the DiaCNN Model
von: Shoaib, Mohamed R., et al.
Veröffentlicht: (2024)

Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention
von: Liu, Xiaoyi, et al.
Veröffentlicht: (2024)

An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection
von: Raghaw, Chandravardhan Singh, et al.
Veröffentlicht: (2024)

Automated Disease Diagnosis in Pumpkin Plants Using Advanced CNN Models
von: Khaldi, Aymane, et al.
Veröffentlicht: (2024)

Transforming Blood Cell Detection and Classification with Advanced Deep Learning Models: A Comparative Study
von: Choudhary, Shilpa, et al.
Veröffentlicht: (2024)

Deep Learning Architectures for Medical Image Denoising: A Comparative Study of CNN-DAE, CADTra, and DCMIEDNet
von: Rahman, Asadullah Bin, et al.
Veröffentlicht: (2025)

XAI-Guided Analysis of Residual Networks for Interpretable Pneumonia Detection in Paediatric Chest X-rays
von: Ridwan, Rayyan
Veröffentlicht: (2025)

AI-Enhanced Pediatric Pneumonia Detection: A CNN-Based Approach Using Data Augmentation and Generative Adversarial Networks (GANs)
von: Manaf, Abdul, et al.
Veröffentlicht: (2025)

Efficient Feature Extraction Using Light-Weight CNN Attention-Based Deep Learning Architectures for Ultrasound Fetal Plane Classification
von: Sivasubramanian, Arrun, et al.
Veröffentlicht: (2024)

Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
von: Chen, Shengchao, et al.
Veröffentlicht: (2022)

Novel Pooling-based VGG-Lite for Pneumonia and Covid-19 Detection from Imbalanced Chest X-Ray Datasets
von: Roy, Santanu, et al.
Veröffentlicht: (2025)

Learned Multimodal Compression for Autonomous Driving
von: Hadizadeh, Hadi, et al.
Veröffentlicht: (2024)

Learned Scalable Video Coding For Humans and Machines
von: Hadizadeh, Hadi, et al.
Veröffentlicht: (2023)

Deep Skin Lesion Segmentation with Transformer-CNN Fusion: Toward Intelligent Skin Cancer Analysis
von: Wang, Xin, et al.
Veröffentlicht: (2025)

ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation
von: Sun, Hongkun, et al.
Veröffentlicht: (2024)

Advanced Assessment of Stroke in Retinal Fundus Imaging with Deep Multi-view Learning
von: Degerli, Aysen, et al.
Veröffentlicht: (2025)

Advanced Deep Learning Techniques for Automated Segmentation of Type B Aortic Dissections
von: Xu, Hao, et al.
Veröffentlicht: (2025)

Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review
von: Obeid, Ahmad, et al.
Veröffentlicht: (2024)

Improving Driver Drowsiness Detection via Personalized EAR/MAR Thresholds and CNN-Based Classification
von: Ersoy, Gökdeniz, et al.
Veröffentlicht: (2026)

Hybrid Deep Learning Framework for Enhanced Melanoma Detection
von: Zhang, Peng, et al.
Veröffentlicht: (2024)

Skeleton Detection Using Dual Radars with Integration of Dual-View CNN Models and mmPose
von: Kodama, Masaharu, et al.
Veröffentlicht: (2024)

COVID-19 Pneumonia Diagnosis Using Medical Images: Deep Learning-Based Transfer Learning Approach
von: Dharmik, Anjali
Veröffentlicht: (2025)

Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement
von: Ahmed, Istiak, et al.
Veröffentlicht: (2024)

Team Westwood Solution for MIDOG 2025 Challenge: An Ensemble-CNN-Based Approach For Mitosis Detection And Classification
von: Xu, Tengyou, et al.
Veröffentlicht: (2025)

AD-Lite Net: A Lightweight and Concatenated CNN Model for Alzheimer's Detection from MRI Images
von: Roy, Santanu, et al.
Veröffentlicht: (2024)

FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays
von: Roy, Ayush, et al.
Veröffentlicht: (2024)

Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral Imaging
von: Zidi, Fadi Abdeladhim, et al.
Veröffentlicht: (2025)

Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques
von: Hong, Ziliang, et al.
Veröffentlicht: (2024)

Colon Polyps Detection from Colonoscopy Images Using Deep Learning
von: Amin, Md Al, et al.
Veröffentlicht: (2025)

Cervical Cancer Detection Using Multi-Branch Deep Learning Model
von: Baba, Tatsuhiro, et al.
Veröffentlicht: (2024)

Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation
von: Lin, Yi, et al.
Veröffentlicht: (2025)

Confidence-Driven Deep Learning Framework for Early Detection of Knee Osteoarthritis
von: Wang, Zhe, et al.
Veröffentlicht: (2023)

Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection
von: Sourabh, Suman, et al.
Veröffentlicht: (2024)