Cover Image

Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Islam, Mohammad Mohaiminul, de Vente, Coen, Liefers, Bart, Klaver, Caroline, Bekkers, Erik J, Sánchez, Clara I.
Format:	Preprint
Published:	2024
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

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)

Rotterdam artery-vein segmentation (RAV) dataset
by: Quiros, Jose Vargas, et al.
Published: (2025)

SlicerNNInteractive: A 3D Slicer extension for nnInteractive
by: de Vente, Coen, et al.
Published: (2025)

VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images
by: Quiros, Jose Vargas, et al.
Published: (2024)

Shape of my heart: Cardiac models through learned signed distance functions
by: Verhülsdonk, Jan, et al.
Published: (2023)

Predicting risk of cardiovascular disease using retinal OCT imaging
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)

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

Boosting multiple sclerosis lesion segmentation through attention mechanism
by: Rondinella, Alessia, et al.
Published: (2023)

Platonic Transformers: A Solid Choice For Equivariance
by: Islam, Mohammad Mohaiminul, et al.
Published: (2025)

DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation
by: Liu, Bo, et al.
Published: (2025)

A 28nm 0.22μJ/token memory-compute-intensity-aware CNN-Transformer accelerator with hybrid-attention-based layer-fusion and cascaded pruning for semantic-segmentation
by: Dong, Pingcheng, et al.
Published: (2025)

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

RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classification
by: Morano, José, et al.
Published: (2024)

UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation
by: Tsai, Ting Yu, et al.
Published: (2024)

Optimizing traffic signs and lights visibility for the teleoperation of autonomous vehicles through ROI compression
by: Dror, I., et al.
Published: (2024)

Improving ovarian cancer segmentation accuracy with transformers through AI-guided labeling
by: Rangnekar, Aneesh, et al.
Published: (2024)

Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation
by: Islam, Md Tauhidul, et al.
Published: (2025)

NeuralOCT: Airway OCT Analysis via Neural Fields
by: Jiao, Yining, 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)

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)

Transferring between sparse and dense matching via probabilistic reweighting
by: Fan, Ya, et al.
Published: (2025)

GOUHFI: a novel contrast- and resolution-agnostic segmentation tool for Ultra-High Field MRI
by: Fortin, Marc-Antoine, et al.
Published: (2025)

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)

Spatial-aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis from 3D OCT Imaging
by: Ashtari-Majlan, Mona, 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)

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

UP2D: Uncertainty-aware Progressive Pseudo-label Denoising for Source-Free Domain Adaptive Medical Image Segmentation
by: Bui-Tran, Quang-Khai, et al.
Published: (2025)

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

Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data
by: Yu, J., et al.
Published: (2025)

Robust semi-automatic vessel tracing in the human retinal image by an instance segmentation neural network
by: Chen, Siyi, et al.
Published: (2024)

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

Interactive decision support system for lung cancer segmentation
by: Sydorskyi, Volodymyr
Published: (2024)

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

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

Direct vascular territory segmentation on cerebral digital subtraction angiography
by: van der Sluijs, P. Matthijs, et al.
Published: (2025)

Rule-based outlier detection of AI-generated anatomy segmentations
by: Krishnaswamy, Deepa, et al.
Published: (2024)

Event-based Data Format Standard (EVT+)
by: Sengupta, Jonah P., et al.
Published: (2025)

Refining Focus in AI for Lung Cancer: Comparing Lesion-Centric and Chest-Region Models with Performance Insights from Internal and External Validation
by: Tushar, Fakrul Islam
Published: (2024)