Copertina

EDU-Net: Retinal Pathological Fluid Segmentation in OCT Images with Multiscale Feature Fusion and Boundary Optimization

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Lei, Zijun, Xu, Zikang, Zhang, Liang, Song, Ge, Guo, Hanyu, Cao, Dan, Zhou, Yujia, Feng, Qianjin
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Image and Video Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

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

MMIS-Net for Retinal Fluid Segmentation and Detection
di: Ndipenocha, Nchongmaje, et al.
Pubblicazione: (2025)

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

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

Rethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature Fusion
di: Wazir, Saad, et al.
Pubblicazione: (2025)

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

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

Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRI
di: Zhong, Yutian, et al.
Pubblicazione: (2024)

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

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

Retinal Vessel Segmentation via Neuron Programming
di: Wu, Tingting, et al.
Pubblicazione: (2024)

ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion Segmentation
di: Qamar, Saqib, et al.
Pubblicazione: (2025)

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

CTI-Unet: Cascaded Threshold Integration for Improved U-Net Segmentation of Pathology Images
di: Zhu, Mingyang, et al.
Pubblicazione: (2025)

Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Clinical Assessment of Diabetic Retinopathy Severity
di: Chen, S., et al.
Pubblicazione: (2025)

BreakNet: Discontinuity-Resilient Multi-Scale Transformer Segmentation of Retinal Layers
di: Ganjee, Razieh, et al.
Pubblicazione: (2024)

DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation
di: Xu, Guoping, et al.
Pubblicazione: (2024)

SegImgNet: Segmentation-Guided Dual-Branch Network for Retinal Disease Diagnoses
di: Luo, Xinwei, et al.
Pubblicazione: (2025)

D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation
di: Yang, Jin, et al.
Pubblicazione: (2024)

A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement
di: Ouyang, Yihao, et al.
Pubblicazione: (2025)

FECT: Classification of Breast Cancer Pathological Images Based on Fusion Features
di: Hao, Jiacheng, et al.
Pubblicazione: (2025)

WaveNet-SF: A Hybrid Network for Retinal Disease Detection Based on Wavelet Transform in Spatial-Frequency Domain
di: Cheng, Jilan, et al.
Pubblicazione: (2025)

TransLK-Net: Entangling Transformer and Large Kernel for Progressive and Collaborative Feature Encoding and Decoding in Medical Image Segmentation
di: Yang, Jin, et al.
Pubblicazione: (2025)

Asymmetric Feature Fusion for Image Retrieval
di: Wu, Hui, et al.
Pubblicazione: (2024)

FEFormer: Frequency-enhanced Vision Transformer for Generic Knowledge Extraction and Adaptive Feature Fusion in Volumetric Medical Image Segmentation
di: Yang, Jin, et al.
Pubblicazione: (2026)

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

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

LVS-Net: A Lightweight Vessels Segmentation Network for Retinal Image Analysis
di: Mehmood, Mehwish, et al.
Pubblicazione: (2024)

Formula-Driven Data Augmentation and Partial Retinal Layer Copying for Retinal Layer Segmentation
di: Konno, Tsubasa, et al.
Pubblicazione: (2024)

Multiscale Encoder and Omni-Dimensional Dynamic Convolution Enrichment in nnU-Net for Brain Tumor Segmentation
di: Mistry, Sahaj K., et al.
Pubblicazione: (2024)

Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module Model
di: Yang, Rui, et al.
Pubblicazione: (2024)

CovHuSeg: An Enhanced Approach for Kidney Pathology Segmentation
di: Trinh, Huy, et al.
Pubblicazione: (2024)

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

CLIP Based Region-Aware Feature Fusion for Automated BBPS Scoring in Colonoscopy Images
di: Fu, Yujia, et al.
Pubblicazione: (2025)

Interactive Segmentation and Report Generation for CT Images
di: Gu, Yannian, et al.
Pubblicazione: (2025)

DFPF-Net: Dynamically Focused Progressive Fusion Network for Remote Sensing Change Detection
di: Wang, Chengming, et al.
Pubblicazione: (2026)

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

FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image Segmentation
di: Rezvani, Sadjad, et al.
Pubblicazione: (2024)

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

Universal Vessel Segmentation for Multi-Modality Retinal Images
di: Wen, Bo, et al.
Pubblicazione: (2025)