Cover Image

Alzheimer's Disease Classification Using Retinal OCT: TransnetOCT and Swin Transformer Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kesu, Siva Manohar Reddy, Sinha, Neelam, Ramasangu, Hariharan, Issac, Thomas Gregor
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

Cellular Automata Framework for Classification of Cognitive Impairment from Clinical Dementia Rating
by: Siva Manohar Reddy Kesu, et al.
Published: (2024)

OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
by: Tian, Xin, et al.
Published: (2023)

Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases
by: Tai, Cheng-Yu, et al.
Published: (2025)

Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images
by: Wang, Meng, et al.
Published: (2022)

SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation
by: Hossain, Khondker Fariha, et al.
Published: (2023)

Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN
by: Noble, Sneha, et al.
Published: (2024)

Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation
by: Unterdechler, Markus, et al.
Published: (2024)

NeuralOCT: Airway OCT Analysis via Neural Fields
by: Jiao, Yining, et al.
Published: (2024)

A Novel Vascular Risk Scoring Framework for Quantifying Sex-Specific Cerebral Perfusion from 3D pCASL MRI
by: Noble, Sneha, et al.
Published: (2025)

Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
by: Wu, Yuli, et al.
Published: (2023)

Denoising OCT Images Using Steered Mixture of Experts with Multi-Model Inference
by: Özkan, Aytaç, et al.
Published: (2024)

EDU-Net: Retinal Pathological Fluid Segmentation in OCT Images with Multiscale Feature Fusion and Boundary Optimization
by: Lei, Zijun, et al.
Published: (2026)

Enhanced SegNet with Integrated Grad-CAM for Interpretable Retinal Layer Segmentation in OCT Images
by: Saky, S M Asiful Islam, et al.
Published: (2025)

MID-INFRARED (MIR) OCT-based inspection in industry
by: García-de-la-Puente, N. P., et al.
Published: (2025)

Spatial-aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis from 3D OCT Imaging
by: Ashtari-Majlan, Mona, et al.
Published: (2024)

A Closer Look at Edema Area Segmentation in SD-OCT Images Using Adversarial Framework
by: Tao, Yuhui, et al.
Published: (2025)

Leveraging Complementary Attention maps in vision transformers for OCT image analysis
by: Shahgir, Haz Sameen, et al.
Published: (2023)

Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints
by: Li, Shuhan, et al.
Published: (2023)

MRI Volume-Based Robust Brain Age Estimation Using Weight-Shared Spatial Attention in 3D CNNs
by: Kancharla, Vamshi Krishna, et al.
Published: (2024)

Hybrid attention structure preserving network for reconstruction of under-sampled OCT images
by: Guo, Zezhao, et al.
Published: (2024)

SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery
by: Mach, Kristina, et al.
Published: (2024)

Predicting risk of cardiovascular disease using retinal OCT imaging
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)

Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT
by: Zhang, Xiaoqing, et al.
Published: (2025)

Optimal Transport-based Graph Matching for 3D retinal OCT image registration
by: Tian, Xin, et al.
Published: (2022)

FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images
by: Peng, Yaopeng, et al.
Published: (2024)

Sub2Full: split spectrum to boost OCT despeckling without clean data
by: Wang, Lingyun, et al.
Published: (2024)

Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models
by: Huang, Kun, et al.
Published: (2024)

Novel OCT mosaicking pipeline with Feature- and Pixel-based registration
by: Wang, Jiacheng, et al.
Published: (2023)

Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition
by: Zhang, Weiyi, et al.
Published: (2025)

Super-Resolution and Denoising of Corneal B-Scan OCT Imaging Using Diffusion Model Plug-and-Play Priors
by: Wang, Yaning, et al.
Published: (2026)

Contextual Checkerboard Denoise -- A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising
by: Islam, Md. Touhidul, et al.
Published: (2024)

Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images
by: Peng, Yuanyuan, et al.
Published: (2024)

Neurovascular Segmentation in sOCT with Deep Learning and Synthetic Training Data
by: Chollet, Etienne, et al.
Published: (2024)

Real-time topology-aware M-mode OCT segmentation for robotic deep anterior lamellar keratoplasty (DALK) guidance
by: Xiong, Rosalinda, et al.
Published: (2026)

O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision
by: Li, Kaiyan, et al.
Published: (2024)

sMRI-based Brain Age Estimation in MCI using Persistent Homology
by: Bhattacharya, Debanjali, et al.
Published: (2025)

Enhancing DR Classification with Swin Transformer and Shifted Window Attention
by: Boulaabi, Meher, et al.
Published: (2025)

Cross-attention learning enables real-time nonuniform rotational distortion correction in OCT
by: Zhang, Haoran, et al.
Published: (2023)

Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions
by: Islam, Mohammad Mohaiminul, et al.
Published: (2024)

Attenuation artifact detection and severity classification in intracoronary OCT using mixed image representations
by: Cancian, Pierandrea, et al.
Published: (2025)