Cover Image

A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gad, Eyad, Khatwa, Mustafa Abou, Elattar, Mustafa A., Selim, Sahar
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence 68U10, 68T07, 68T45, 92C55 I.4.6; I.2.10; I.5.4; J.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing
by: Gad, Eyad, et al.
Published: (2025)

Polygonizing Roof Segments from High-Resolution Aerial Images Using Yolov8-Based Edge Detection
by: Mei, Qipeng, et al.
Published: (2025)

Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification
by: V, Pandiyaraju, et al.
Published: (2024)

ArmFormer: Lightweight Transformer Architecture for Real-Time Multi-Class Weapon Segmentation and Classification
by: Kambhatla, Akhila, et al.
Published: (2025)

Breast Cell Segmentation Under Extreme Data Constraints: Quantum Enhancement Meets Adaptive Loss Stabilization
by: Dasoju, Varun Kumar, et al.
Published: (2025)

TerraSeg: Self-Supervised Ground Segmentation for Any LiDAR
by: Lentsch, Ted, et al.
Published: (2026)

Synthetic-to-Real Transfer Learning for Chromatin-Sensitive PWS Microscopy
by: Arafat, Jahidul, et al.
Published: (2025)

Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
by: Zinnen, Mathias, et al.
Published: (2025)

AQFusionNet: Multimodal Deep Learning for Air Quality Index Prediction with Imagery and Sensor Data
by: Kushal, Koushik Ahmed, et al.
Published: (2025)

Task-Aligned Self-Supervised Learning for Medical Image Analysis: A Systematic Review and Practical Design Guidelines
by: Wimalasiri, Chathura
Published: (2026)

HieraEdgeNet: A Multi-Scale Edge-Enhanced Framework for Automated Pollen Recognition
by: Long, Yuchong, et al.
Published: (2025)

UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
by: Lentsch, Ted, et al.
Published: (2024)

Fast 3D point clouds retrieval for Large-scale 3D Place Recognition
by: Zede, Chahine-Nicolas, et al.
Published: (2025)

An M-Health Algorithmic Approach to Identify and Assess Physiotherapy Exercises in Real Time
by: Kandylakis, Stylianos, et al.
Published: (2025)

Lightweight MRI-Based Automated Segmentation of Pancreatic Cancer with Auto3DSeg
by: Jha, Keshav, et al.
Published: (2025)

μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation
by: Bruno, Pierangela, et al.
Published: (2024)

Technical Report: Automated Optical Inspection of Surgical Instruments
by: Shafqat, Zunaira, et al.
Published: (2026)

YOLO Ensemble for UAV-based Multispectral Defect Detection in Wind Turbine Components
by: Svystun, Serhii, et al.
Published: (2025)

TowerVision: Understanding and Improving Multilinguality in Vision-Language Models
by: Viveiros, André G., et al.
Published: (2025)

Personalised aesthetics with residual adapters
by: Rodríguez-Pardo, Carlos, et al.
Published: (2019)

Corn Ear Detection and Orientation Estimation Using Deep Learning
by: Sprague, Nathan, et al.
Published: (2024)

Gr-IoU: Ground-Intersection over Union for Robust Multi-Object Tracking with 3D Geometric Constraints
by: Toida, Keisuke, et al.
Published: (2024)

ARTPS: Depth-Enhanced Hybrid Anomaly Detection and Learnable Curiosity Score for Autonomous Rover Target Prioritization
by: Baydemir, Poyraz
Published: (2025)

TRACES: Temporal Recall with Contextual Embeddings for Real-Time Video Anomaly Detection
by: Siddiqui, Yousuf Ahmed, et al.
Published: (2025)

Learning Association via Track-Detection Matching for Multi-Object Tracking
by: Adžemović, Momir
Published: (2025)

Data Augmentation and Resolution Enhancement using GANs and Diffusion Models for Tree Segmentation
by: Ferreira, Alessandro dos Santos, et al.
Published: (2025)

Semantic Prioritization in Visual Counterfactual Explanations with Weighted Segmentation and Auto-Adaptive Region Selection
by: Zhang, Lintong, et al.
Published: (2025)

Fairness Without Labels: Pseudo-Balancing for Bias Mitigation in Face Gender Classification
by: Dong, Haohua, et al.
Published: (2025)

Parameter-efficient fine-tuning (PEFT) of Vision Foundation Models for Atypical Mitotic Figure Classification
by: Ramchandani, Lavish, et al.
Published: (2025)

Non-Robust Features are Not Always Useful in One-Class Classification
by: Lau, Matthew, et al.
Published: (2024)

JVLGS: Joint Vision-Language Gas Leak Segmentation
by: Zhao, Xinlong, et al.
Published: (2025)

Beyond RGB: Leveraging Vision Transformers for Thermal Weapon Segmentation
by: Kambhatla, Akhila, et al.
Published: (2025)

AIDOVECL: AI-generated Dataset of Outpainted Vehicles for Eye-level Classification and Localization
by: Kazemi, Amir, et al.
Published: (2024)

Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey
by: Ma, Siteng, et al.
Published: (2025)

Polarization-Based Eye Tracking with Personalized Siamese Architectures
by: Kalkanli, Beyza, et al.
Published: (2026)

Differentiable Hierarchical Visual Tokenization
by: Aasan, Marius, et al.
Published: (2025)

CaLoRAify: Calorie Estimation with Visual-Text Pairing and LoRA-Driven Visual Language Models
by: Yao, Dongyu, et al.
Published: (2024)

Retinal Fundus Multi-Disease Image Classification using Hybrid CNN-Transformer-Ensemble Architectures
by: Singh, Deependra, et al.
Published: (2025)

Uncertainty-Calibrated Explainable Artificial Intelligence for Fetal Ultrasound Plane Classification: A Systematic Review
by: Lundström-Imanov, Gustav Olaf Yunus Laitinen-Fredriksson, et al.
Published: (2026)

Attenuation-adjusted deep learning of pore defects in 2D radiographs of additive manufacturing powders
by: Bjerregaard, Andreas, et al.
Published: (2024)