A Novel Framework for Lung Disease Classification Using Multiscale Convolutional Neural Networks With an Integrated Dynamic Attention Mechanism
Fuente:
Wiley Open Access
Enregistré dans:
| Auteurs principaux: | Vivekanand Thakare, Shailendra S. Aote, Abhijeet Raipurkar |
|---|---|
| Format: | Artículo Open Access |
| Publié: |
Wiley
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Multiscale Dynamic Attention Framework for Skin Lesion Segmentation and Classification
par: G. Prince Devaraj, et autres
Publié: (2025)
par: G. Prince Devaraj, et autres
Publié: (2025)
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”
Publié: (2024)
Publié: (2024)
HSCFNet : Lightweight Convolutional Neural Network for the Classification of Infectious and Non‐Infectious Skin Diseases
par: Xiangyu Deng, et autres
Publié: (2025)
par: Xiangyu Deng, et autres
Publié: (2025)
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification
par: Yingyue Zhou, et autres
Publié: (2024)
par: Yingyue Zhou, et autres
Publié: (2024)
A Multiscale Intracerebral Hemorrhage Segmentation Framework Based on Wavelet Convolution and Feature Compensation Mechanism
par: Wenyu Wang, et autres
Publié: (2026)
par: Wenyu Wang, et autres
Publié: (2026)
A Hybrid Convolutional Neural Network Model for the Classification of Multi‐Class Skin Cancer
par: Ahmet Nusret Toprak, et autres
Publié: (2024)
par: Ahmet Nusret Toprak, et autres
Publié: (2024)
Shallow Convolution and Parallel Coarse‐To‐Fine Attention for Brain Signal Classification
par: Xiwen Qin, et autres
Publié: (2025)
par: Xiwen Qin, et autres
Publié: (2025)
Relation Explore Convolutional Block Attention Module for Skin Lesion Classification
par: Qichen Su, et autres
Publié: (2024)
par: Qichen Su, et autres
Publié: (2024)
SF Net: A Pyramid‐Based Feature Fusion Convolutional Neural Network With Embedded Squeeze‐and‐Excitation Mechanism for Retinal OCT Image Classification
par: Shudi Zheng, et autres
Publié: (2025)
par: Shudi Zheng, et autres
Publié: (2025)
MSAF: A Cardiac 3D Image Segmentation Network Based on Multiscale Collaborative Attention and Multiscale Feature Fusion
par: Guodong Zhang, et autres
Publié: (2025)
par: Guodong Zhang, et autres
Publié: (2025)
Convolutional Block Attention Module and Parallel Branch Architectures for Cervical Cell Classification
par: Zafer Cömert, et autres
Publié: (2025)
par: Zafer Cömert, et autres
Publié: (2025)
GLAN: Global Local Attention Network for Thoracic Disease Classification to Enhance Heart Failure Diagnosis
par: Dengao Li, et autres
Publié: (2024)
par: Dengao Li, et autres
Publié: (2024)
Microaneurysm Detection With Multiscale Attention and Trident RPN
par: Jiawen Lin, et autres
Publié: (2024)
par: Jiawen Lin, et autres
Publié: (2024)
Source‐Free Domain Adaptive Fundus Image Segmentation With Multiscale Feature Fusion and Stepwise Attention Integration
par: Mingtao Liu, et autres
Publié: (2026)
par: Mingtao Liu, et autres
Publié: (2026)
Comprehensive Experimentation of Pretrained Models on Slice‐Based Classification of Interstitial Lung Disease Patterns
par: Hakan Buyukpatpat, et autres
Publié: (2025)
par: Hakan Buyukpatpat, et autres
Publié: (2025)
Weakly Supervised Breast Cancer Classification on WSI Using Transformer and Graph Attention Network
par: Mingze Li, et autres
Publié: (2024)
par: Mingze Li, et autres
Publié: (2024)
A Novel Deep Learning Model Based Cancerous Lung Nodules Severity Grading Framework Using CT Images
par: P. Mohan Kumar, et autres
Publié: (2025)
par: P. Mohan Kumar, et autres
Publié: (2025)
M‐Net: A Skin Cancer Classification With Improved Convolutional Neural Network Based on the Enhanced Gray Wolf Optimization Algorithm
par: Zhinan Xu, et autres
Publié: (2024)
par: Zhinan Xu, et autres
Publié: (2024)
Multiscale Feature Fusion Method for Liver Cirrhosis Classification
par: Shanshan Wang, et autres
Publié: (2024)
par: Shanshan Wang, et autres
Publié: (2024)
GRASP ‐Net: Grouped Residual Convolution U‐Net With Attention Mechanism and Atrous Spatial Pyramid Pooling for Prostate Zone Segmentation Using MR Images
par: R. Deiva Nayagam, et autres
Publié: (2025)
par: R. Deiva Nayagam, et autres
Publié: (2025)
BiOrthoNet : Efficient Retinal OCT Classification Using Direction‐Specific Convolutions
par: Ezzaldeen H. A. Abukhattab, et autres
Publié: (2026)
par: Ezzaldeen H. A. Abukhattab, et autres
Publié: (2026)
Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours
par: Cong Hu, et autres
Publié: (2024)
par: Cong Hu, et autres
Publié: (2024)
RETRACTION: Multi‐classification of Brain Tumor by Using Deep Convolutional Neural Network Model in Magnetic Resonance Imaging Images
Publié: (2026)
Publié: (2026)
Federated Transfer Learning for Lung Disease Detection
par: Shrey Sumariya, et autres
Publié: (2025)
par: Shrey Sumariya, et autres
Publié: (2025)
Enhanced ECG Signal Classification Using Multi‐Branch Convolutions and Mamba Blocks With State‐Space Models
par: Mechichi Najia, et autres
Publié: (2025)
par: Mechichi Najia, et autres
Publié: (2025)
A Novel Network With Spectrum Transformer and Triplet Attention for CT Image Segmentation
par: Ju Zhang, et autres
Publié: (2025)
par: Ju Zhang, et autres
Publié: (2025)
RETRACTION: SAtUNet: Series Atrous Convolution Enhanced U‐net for Lung Nodule Segmentation
Publié: (2026)
Publié: (2026)
Automated Thyroid Disease Detection Using a Deep Learning Approach of Kolmogorov–Arnold Graph Neural Networks
par: T. Veda Reddy, et autres
Publié: (2026)
par: T. Veda Reddy, et autres
Publié: (2026)
Interactive CNN and Transformer‐Based Cross‐Attention Fusion Network for Medical Image Classification
par: Shu Cai, et autres
Publié: (2025)
par: Shu Cai, et autres
Publié: (2025)
PneumoMamba : A Novel Mamba and CNN Dual‐Path Network for Computer‐Aided Diagnosis of Pneumonia Using Omnidirectional Feature Extraction and Multi‐Scale Asymmetric Convolution
par: Meng Chen, et autres
Publié: (2026)
par: Meng Chen, et autres
Publié: (2026)
SCABNet : A Novel Polyp Segmentation Network With Spatial‐Gradient Attention and Channel Prioritization
par: Khaled ELKarazle, et autres
Publié: (2025)
par: Khaled ELKarazle, et autres
Publié: (2025)
Multiscale Feature Fusion Booster Network for Segmentation of Colorectal Polyp
par: Malik Abdul Manan, et autres
Publié: (2025)
par: Malik Abdul Manan, et autres
Publié: (2025)
Breaking Barriers in Cancer Diagnosis: Super‐Light Compact Convolution Transformer for Colon and Lung Cancer Detection
par: Ritesh Maurya, et autres
Publié: (2024)
par: Ritesh Maurya, et autres
Publié: (2024)
Res‐MulFra: Multilevel and Multiscale Framework for Brain Tumor Segmentation
par: Dan Huang, et autres
Publié: (2024)
par: Dan Huang, et autres
Publié: (2024)
RETRACTION: An Enhanced Framework for Identifying Brain Tumor Using Discrete Wavelet Transform, Deep Convolutional Network, and Feature Fusion‐Based Machine Learning Techniques
Publié: (2026)
Publié: (2026)
Multi‐Class Classification of Diabetic Retinopathy Diseases From Fundus Images Using Criss‐Cross Attention Based Deep Residual Squeeze and Excitation Assisted Vision Transformer Model
par: Satti Mounika, et autres
Publié: (2025)
par: Satti Mounika, et autres
Publié: (2025)
DCFU‐Net: Rethinking an Effective Attention and Convolutional Architecture for Retinal Vessel Segmentation
par: Yongli Xian, et autres
Publié: (2024)
par: Yongli Xian, et autres
Publié: (2024)
CLA ‐ UNet : Convolution and Focused Linear Attention Fusion for Tumor Cell Nucleus Segmentation
par: Wei Guo, et autres
Publié: (2025)
par: Wei Guo, et autres
Publié: (2025)
KIDBA ‐Net: A Multi‐Feature Fusion Brain Tumor Segmentation Network Utilizing Kernel Inception Depthwise Convolution and Bi‐Cross Attention
par: Jie Min, et autres
Publié: (2025)
par: Jie Min, et autres
Publié: (2025)
An Explainable AI for Blood Image Classification With Dynamic CNN Model Selection Framework
par: Datenji Sherpa, et autres
Publié: (2025)
par: Datenji Sherpa, et autres
Publié: (2025)
Documents similaires
-
Multiscale Dynamic Attention Framework for Skin Lesion Segmentation and Classification
par: G. Prince Devaraj, et autres
Publié: (2025) -
Correction to “Multi‐Branch Sustainable Convolutional Neural Network for Disease Classification”
Publié: (2024) -
HSCFNet : Lightweight Convolutional Neural Network for the Classification of Infectious and Non‐Infectious Skin Diseases
par: Xiangyu Deng, et autres
Publié: (2025) -
A Dynamic Multi‐Output Convolutional Neural Network for Skin Lesion Classification
par: Yingyue Zhou, et autres
Publié: (2024) -
A Multiscale Intracerebral Hemorrhage Segmentation Framework Based on Wavelet Convolution and Feature Compensation Mechanism
par: Wenyu Wang, et autres
Publié: (2026)