Cover Image

IRFundusSet: An Integrated Retinal Fundus Dataset with a Harmonized Healthy Label

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Githinji, P. Bilha, Zhao, Keming, Wang, Jiantao, Qin, Peiwu
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection
by: Liang, Wen, et al.
Published: (2024)

Harnessing Intra-group Variations Via a Population-Level Context for Pathology Detection
by: Githinji, P. Bilha, et al.
Published: (2024)

MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images
by: Wang, Lehan, et al.
Published: (2024)

VAOT: Vessel-Aware Optimal Transport for Retinal Fundus Enhancement
by: Dong, Xuanzhao, et al.
Published: (2025)

Bridging Restoration and Diagnosis: A Comprehensive Benchmark for Retinal Fundus Enhancement
by: Dong, Xuanzhao, et al.
Published: (2026)

Fundus Image-based Glaucoma Screening via Retinal Knowledge-Oriented Dynamic Multi-Level Feature Integration
by: Zhou, Yuzhuo, et al.
Published: (2026)

DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label Generation
by: Li, Haoxuan, et al.
Published: (2025)

RetinaGuard: Obfuscating Retinal Age in Fundus Images for Biometric Privacy Preserving
by: Luo, Zhengquan, et al.
Published: (2025)

Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model
by: Zhang, Weiyi, et al.
Published: (2024)

Practical Guidelines for Cell Segmentation Models Under Optical Aberrations in Microscopy
by: Peng, Boyuan, et al.
Published: (2024)

SGW-GAN: Sliced Gromov-Wasserstein Guided GANs for Retinal Fundus Image Enhancement
by: Xiong, Yujian, et al.
Published: (2026)

MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise
by: Wu, Ruiqi, et al.
Published: (2024)

Development of a Mobile Application for at-Home Analysis of Retinal Fundus Images
by: Reid, Mattea, et al.
Published: (2025)

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

SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detection
by: Chae, Joongwon, et al.
Published: (2024)

RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images
by: Chen, Ze, et al.
Published: (2024)

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining
by: Wu, Ruiqi, et al.
Published: (2025)

Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement
by: Vasa, Vamsi Krishna, et al.
Published: (2024)

TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024)

Towards Interpretable Foundation Models for Retinal Fundus Images
by: Mensah, Samuel Ofosu, et al.
Published: (2026)

Retinal Disease Classification from Fundus Images using CNN Transfer Learning
by: Akram, Ali
Published: (2026)

SAM2LoRA: Composite Loss-Guided, Parameter-Efficient Finetuning of SAM2 for Retinal Fundus Segmentation
by: Mandal, Sayan, et al.
Published: (2025)

Prediction of Cardiovascular Risk Factors from Retinal Fundus Images using CNNs
by: Prenner, Andrea
Published: (2024)

Advanced Assessment of Stroke in Retinal Fundus Imaging with Deep Multi-view Learning
by: Degerli, Aysen, et al.
Published: (2025)

CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024)

Grid-augmented vision: A simple yet effective approach for enhanced spatial understanding in multi-modal agents
by: Chae, Joongwon, et al.
Published: (2024)

A Deep Learning-Based Unified Framework for Red Lesions Detection on Retinal Fundus Images
by: Asiri, Norah, et al.
Published: (2021)

Fundus-R1: Training a Fundus-Reading MLLM with Knowledge-Aware Reasoning on Public Data
by: Deng, Yuchuan, et al.
Published: (2026)

FunduSegmenter: Leveraging the RETFound Foundation Model for Joint Optic Disc and Optic Cup Segmentation in Retinal Fundus Images
by: Zhao, Zhenyi, et al.
Published: (2025)

A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Disease Detection from Retinal Fundus Images
by: Djoumessi, Kerol, et al.
Published: (2025)

Making Knowledge Accessible: Divergent Readability-Accuracy Strategies of Mistral and QWen in Biomedical Text Simplification
by: Githinji, P. Bilha, et al.
Published: (2025)

Enhancing Fundus Image-based Glaucoma Screening via Dynamic Global-Local Feature Integration
by: Zhou, Yuzhuo, et al.
Published: (2025)

Heavy Labels Out! Dataset Distillation with Label Space Lightening
by: Yu, Ruonan, et al.
Published: (2024)

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection
by: Wang, Hao, et al.
Published: (2024)

Early Glaucoma Detection using Deep Learning with Multiple Datasets of Fundus Images
by: Chowdhury, Rishiraj Paul, et al.
Published: (2025)

Ordinal Diffusion Models for Color Fundus Images
by: Schmidt, Gustav, et al.
Published: (2026)

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

WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images
by: Sun, Yifei, et al.
Published: (2025)

Extrapolating Prospective Glaucoma Fundus Images through Diffusion Model in Irregular Longitudinal Sequences
by: Zhao, Zhihao, et al.
Published: (2024)

Cross-Dataset Generalization For Retinal Lesions Segmentation
by: Playout, Clément, et al.
Published: (2024)