Cover Image

XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lincoln, Soyabul Islam, Maswood, Mirza Mohd Shahriar
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing MRI-Based Classification of Alzheimer's Disease with Explainable 3D Hybrid Compact Convolutional Transformers
by: Majee, Arindam, et al.
Published: (2024)

Using a Convolutional Neural Network and Explainable AI to Diagnose Dementia Based on MRI Scans
by: Morris, Tyler, et al.
Published: (2024)

Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning
by: Irfan, Muhammad, et al.
Published: (2025)

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

Chronic Obstructive Pulmonary Disease Prediction Using Deep Convolutional Network
by: Alve, Shahran Rahman, et al.
Published: (2024)

CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities
by: Akash, Rashik Shahriar, et al.
Published: (2024)

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

Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans
by: Khatun, Maleka, et al.
Published: (2024)

Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism
by: Cai, Zhigao, et al.
Published: (2024)

Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising
by: Hu, Shuai, et al.
Published: (2024)

Image-Based Alzheimer's Disease Detection Using Pretrained Convolutional Neural Network Models
by: Alsadhan, Nasser A
Published: (2025)

Deep Learning for Early Alzheimer Disease Detection with MRI Scans
by: Rafsan, Mohammad, et al.
Published: (2025)

Deep Learning Approach for Enhancing Oral Squamous Cell Carcinoma with LIME Explainable AI Technique
by: Islam, Samiha, et al.
Published: (2024)

Explainable AI Technique in Lung Cancer Detection Using Convolutional Neural Networks
by: Rai, Nishan, et al.
Published: (2025)

Explainable Deepfake Video Detection using Convolutional Neural Network and CapsuleNet
by: Ishrak, Gazi Hasin, et al.
Published: (2024)

Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction
by: Lei, Pengcheng, et al.
Published: (2023)

Automated Classification of Body MRI Sequence Type Using Convolutional Neural Networks
by: Helm, Kimberly, et al.
Published: (2024)

Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning
by: Panfilov, Egor, et al.
Published: (2022)

DACN: Dual-Attention Convolutional Network for Hyperspectral Image Super-Resolution
by: Muhammad, Usman, et al.
Published: (2025)

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework
by: Peter, Ojonugwa Oluwafemi Ejiga, et al.
Published: (2025)

A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection
by: Ahad, Md Taimur, et al.
Published: (2024)

Multi-view Hybrid Graph Convolutional Network for Volume-to-mesh Reconstruction in Cardiovascular MRI
by: Gaggion, Nicolás, et al.
Published: (2023)

Gradient Attention Map Based Verification of Deep Convolutional Neural Networks with Application to X-ray Image Datasets
by: Milani, Omid Halimi, et al.
Published: (2025)

AnoMalNet: Outlier Detection based Malaria Cell Image Classification Method Leveraging Deep Autoencoder
by: Huq, Aminul, et al.
Published: (2023)

Two-stage Progressive Residual Dense Attention Network for Image Denoising
by: Wu, Wencong, et al.
Published: (2024)

Spatial-Frequency Dual Progressive Attention Network For Medical Image Segmentation
by: Zhou, Zhenhuan, et al.
Published: (2024)

2D and 3D Deep Learning Models for MRI-based Parkinson's Disease Classification: A Comparative Analysis of Convolutional Kolmogorov-Arnold Networks, Convolutional Neural Networks, and Graph Convolutional Networks
by: Patel, Salil B, et al.
Published: (2024)

YOLO11-CR: a Lightweight Convolution-and-Attention Framework for Accurate Fatigue Driving Detection
by: Jin, Zhebin, et al.
Published: (2025)

Compound Attention and Neighbor Matching Network for Multi-contrast MRI Super-resolution
by: Chen, Wenxuan, et al.
Published: (2023)

Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image
by: Rumala, Dewinda Julianensi, et al.
Published: (2024)

LYT-NET: Lightweight YUV Transformer-based Network for Low-light Image Enhancement
by: Brateanu, A., et al.
Published: (2024)

Explainable Lung Disease Classification from Chest X-Ray Images Utilizing Deep Learning and XAI
by: Ifty, Tanzina Taher, et al.
Published: (2024)

GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity
by: Shen, Xiongri, et al.
Published: (2024)

CAE-Net: Generalized Deepfake Image Detection using Convolution and Attention Mechanisms with Spatial and Frequency Domain Features
by: Bhattacharjee, Anindya, et al.
Published: (2025)

Cross-Attention Fusion of MRI and Jacobian Maps for Alzheimer's Disease Diagnosis
by: Zhang, Shijia, et al.
Published: (2025)

Computer Aided Detection and Classification of mammograms using Convolutional Neural Network
by: Ishaq, Kashif, et al.
Published: (2024)

Deep Unfolding Network with Spatial Alignment for multi-modal MRI reconstruction
by: Zhang, Hao, et al.
Published: (2023)

Malaria detection using Deep Convolution Neural Network
by: Kumar, Sumit, et al.
Published: (2023)

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

MAMBO-NET: Multi-Causal Aware Modeling Backdoor-Intervention Optimization for Medical Image Segmentation Network
by: Yu, Ruiguo, et al.
Published: (2025)