Imagen de Portada

Using a Convolutional Neural Network and Explainable AI to Diagnose Dementia Based on MRI Scans

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Morris, Tyler, Liu, Ziming, Liu, Longjian, Zhao, Xiaopeng
Formato:	Preprint
Publicado:	2024
Materias:	Image and Video Processing Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

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

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

A Tutorial on Explainable Image Classification for Dementia Stages Using Convolutional Neural Network and Gradient-weighted Class Activation Mapping
por: Yuen, Kevin Kam Fung
Publicado: (2024)

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

ABCDEFGH: An Adaptation-Based Convolutional Neural Network-CycleGAN Disease-Courses Evolution Framework Using Generative Models in Health Education
por: Min, Ruiming, et al.
Publicado: (2025)

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

Estimating Neural Orientation Distribution Fields on High Resolution Diffusion MRI Scans
por: Dwedari, Mohammed Munzer, et al.
Publicado: (2024)

Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling
por: Cui, Wenxue, et al.
Publicado: (2024)

Transfer Learning and Explainable AI for Brain Tumor Classification: A Study Using MRI Data from Bangladesh
por: Sarker, Shuvashis
Publicado: (2025)

Performance Analysis of Deep Learning Models for Femur Segmentation in MRI Scan
por: Liu, Mengyuan, et al.
Publicado: (2025)

XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data
por: Lincoln, Soyabul Islam, et al.
Publicado: (2025)

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

Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data
por: García-Ordás, María Teresa, et al.
Publicado: (2024)

Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images
por: Faria, Fatema Tuj Johora, et al.
Publicado: (2024)

CoordGate: Efficiently Computing Spatially-Varying Convolutions in Convolutional Neural Networks
por: Howard, Sunny, et al.
Publicado: (2024)

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

Fusion-Based Brain Tumor Classification Using Deep Learning and Explainable AI, and Rule-Based Reasoning
por: Filvantorkaman, Melika, et al.
Publicado: (2025)

Adaptive Convolutional Neural Network for Image Super-resolution
por: Wu, Ziang, et al.
Publicado: (2024)

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

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

Using Singular Value Decomposition in a Convolutional Neural Network to Improve Brain Tumor Segmentation Accuracy
por: Ahadian, Pegah, et al.
Publicado: (2024)

Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network
por: Aronson, Lucas, et al.
Publicado: (2024)

Spatiotemporal Graph Neural Network Modelling Perfusion MRI
por: Yan, Ruodan, et al.
Publicado: (2024)

Bayesian Neural Networks for 2D MRI Segmentation
por: Konathala, Lohith
Publicado: (2023)

DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans
por: Zhang, Ye, et al.
Publicado: (2024)

Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution
por: Cai, Pengzhou, et al.
Publicado: (2024)

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

A design of Convolutional Neural Network model for the Diagnosis of the COVID-19
por: Song, Xinyuan
Publicado: (2023)

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

Hand Gesture Classification Based on Forearm Ultrasound Video Snippets Using 3D Convolutional Neural Networks
por: Bimbraw, Keshav, et al.
Publicado: (2024)

Brain Tumor Classification in MRI Images: A Computationally Efficient Convolutional Neural Network
por: Chowdhury, Md Fahimul Kabir, et al.
Publicado: (2026)

Research on Deep Learning Model of Feature Extraction Based on Convolutional Neural Network
por: Liu, Houze, et al.
Publicado: (2024)

MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder
por: Liu, Xuehan, et al.
Publicado: (2024)

Enhancing Radiology Diagnosis through Convolutional Neural Networks for Computer Vision in Healthcare
por: K., Keshav Kumar, et al.
Publicado: (2023)

Optical Character Recognition using Convolutional Neural Networks for Ashokan Brahmi Inscriptions
por: Agrawal, Yash, et al.
Publicado: (2024)

Research on Image Super-Resolution Reconstruction Mechanism based on Convolutional Neural Network
por: Yan, Hao, et al.
Publicado: (2024)

Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising
por: Ataei, Sepehr, et al.
Publicado: (2020)

Direct Kernel Optimization: Efficient Design for Opto-Electronic Convolutional Neural Networks
por: Almuallem, Ali, et al.
Publicado: (2025)

On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural Networks
por: Maani, Fadillah, et al.
Publicado: (2024)

EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation
por: Iqbal, Shahzaib, et al.
Publicado: (2024)