Cover Image

Predicting risk of cardiovascular disease using retinal OCT imaging

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Maldonado-Garcia, Cynthia, Bonazzola, Rodrigo, Ferrante, Enzo, Julian, Thomas H, Sergouniotis, Panagiotis I, Ravikumara, Nishant, Frangi, Alejandro F
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)

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

Are demographically invariant models and representations in medical imaging fair?
by: Petersen, Eike, et al.
Published: (2023)

A Generative Shape Compositional Framework to Synthesise Populations of Virtual Chimaeras
by: Dou, Haoran, et al.
Published: (2022)

Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains
by: Nabavi, Shahabedin, et al.
Published: (2021)

Fully Automated Assessment of Cardiac Coverage in Cine Cardiovascular Magnetic Resonance Images using an Explainable Deep Visual Salient Region Detection Model
by: Nabavi, Shahabedin, et al.
Published: (2022)

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

Automatic detection and prediction of nAMD activity change in retinal OCT using Siamese networks and Wasserstein Distance for ordinality
by: Emre, Taha, et al.
Published: (2025)

Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment
by: Nabavi, Shahabedin, et al.
Published: (2024)

Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image Classification
by: Nabavi, Shahabedin, et al.
Published: (2024)

Towards Reliable WMH Segmentation under Domain Shift: An Application Study using Maximum Entropy Regularization to Improve Uncertainty Estimation
by: Matzkin, Franco, et al.
Published: (2025)

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

Integrating electrocardiogram and fundus images for early detection of cardiovascular diseases
by: Muthukumar, K. A., et al.
Published: (2025)

Artificial intelligence applications in Parkinson's disease via retinal imaging
by: Jafarizadeh, Ali, et al.
Published: (2026)

Probabilistic volumetric speckle suppression in OCT using deep learning
by: Chintada, Bhaskara Rao, et al.
Published: (2023)

Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)
by: Holland, Robbie, et al.
Published: (2024)

Metrics that matter: Evaluating image quality metrics for medical image generation
by: Deo, Yash, et al.
Published: (2025)

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

Conditioning 3D Diffusion Models with 2D Images: Towards Standardized OCT Volumes through En Face-Informed Super-Resolution
by: de Vente, Coen, et al.
Published: (2024)

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

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

Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks
by: Slootweg, I. R., et al.
Published: (2024)

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

PupiNet: Seamless OCT-OCTA Interconversion Through Wavelet-Driven and Multi-Scale Attention Mechanisms
by: Tian, Renzhi, et al.
Published: (2025)

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

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

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

Segmentation-free integration of nuclei morphology and spatial transcriptomics for retinal images
by: Chelebian, Eduard, et al.
Published: (2025)

Alzheimer's Disease Classification Using Retinal OCT: TransnetOCT and Swin Transformer Models
by: Kesu, Siva Manohar Reddy, et al.
Published: (2025)

A multi-dynamic low-rank deep image prior (ML-DIP) for 3D real-time cardiovascular MRI
by: Chen, Chong, et al.
Published: (2025)

Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy
by: Pakdelmoez, Somayeh, et al.
Published: (2024)

CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images
by: Gaggion, Nicolás, et al.
Published: (2023)

Artificial intelligence techniques in inherited retinal diseases: A review
by: Trinh, Han, et al.
Published: (2024)

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

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

Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping
by: Breen, Jack, et al.
Published: (2023)

Choroidal image analysis for OCT image sequences with applications in systemic health
by: Burke, Jamie
Published: (2025)

Enhancing digital core image resolution using optimal upscaling algorithm: with application to paired SEM images
by: You, Shaohua, et al.
Published: (2024)

Navigated hepatic tumor resection using intraoperative ultrasound imaging
by: Olthof, Karin, et al.
Published: (2025)