Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel Dataset
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Kabir, Muhammad Ashad, Roy, Nidita, Hossain, Md. Ekramul, Featherston, Jill, Ahmed, Sayed |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Deep Learning for Automated Wound Classification And Segmentation
par: Jahangir, Md. Zihad Bin, et autres
Publié: (2024)
par: Jahangir, Md. Zihad Bin, et autres
Publié: (2024)
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19
par: Falero, Danny, et autres
Publié: (2024)
par: Falero, Danny, et autres
Publié: (2024)
LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning
par: Jahangir, Md. Zihad Bin, et autres
Publié: (2025)
par: Jahangir, Md. Zihad Bin, et autres
Publié: (2025)
An Attention-Guided Deep Learning Approach for Classifying 39 Skin Lesion Types
par: Hanum, Sauda Adiv, et autres
Publié: (2025)
par: Hanum, Sauda Adiv, et autres
Publié: (2025)
Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier
par: Rahman, Md. Sohanur, et autres
Publié: (2024)
par: Rahman, Md. Sohanur, et autres
Publié: (2024)
Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection
par: Islam, Md Shofiqul, et autres
Publié: (2025)
par: Islam, Md Shofiqul, et autres
Publié: (2025)
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study
par: Dhar, Mrinal Kanti, et autres
Publié: (2024)
par: Dhar, Mrinal Kanti, et autres
Publié: (2024)
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset
par: Elmanna, Mohamed, et autres
Publié: (2024)
par: Elmanna, Mohamed, et autres
Publié: (2024)
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
par: Zami, Abduz, et autres
Publié: (2025)
par: Zami, Abduz, et autres
Publié: (2025)
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning
par: Ayman, Ahmed
Publié: (2023)
par: Ayman, Ahmed
Publié: (2023)
Structured Pruning and Quantization for Learned Image Compression
par: Hossain, Md Adnan Faisal, et autres
Publié: (2025)
par: Hossain, Md Adnan Faisal, et autres
Publié: (2025)
Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement
par: Ahmed, Istiak, et autres
Publié: (2024)
par: Ahmed, Istiak, et autres
Publié: (2024)
A Deep Automotive Radar Detector using the RaDelft Dataset
par: Roldan, Ignacio, et autres
Publié: (2024)
par: Roldan, Ignacio, et autres
Publié: (2024)
Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing Techniques
par: Hossain, Mohammad Imran, et autres
Publié: (2024)
par: Hossain, Mohammad Imran, et autres
Publié: (2024)
SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon Coding
par: Raiyan, Syed Rifat, et autres
Publié: (2025)
par: Raiyan, Syed Rifat, et autres
Publié: (2025)
A Comprehensive Pipeline for Aortic Segmentation and Shape Analysis
par: Shehata, Nairouz, et autres
Publié: (2025)
par: Shehata, Nairouz, et autres
Publié: (2025)
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention Networks
par: Wang, Yifeng, et autres
Publié: (2024)
par: Wang, Yifeng, et autres
Publié: (2024)
A Two-Stage Deep Learning Framework for Segmentation of Ten Gastrointestinal Organs from Coronal MR Enterography
par: Rahman, Ashiqur, et autres
Publié: (2026)
par: Rahman, Ashiqur, et autres
Publié: (2026)
VRXU-net: A Deep Learning Approach for Brain Ischemic Stroke Lesion Detection and Segmentation in T1W MRI
par: Mobarakeh, Sayed Amir Mousavi
Publié: (2026)
par: Mobarakeh, Sayed Amir Mousavi
Publié: (2026)
A Deep Learning Architectures for Kidney Disease Classification
par: Farooq, Muhammad Shoaib, et autres
Publié: (2024)
par: Farooq, Muhammad Shoaib, et autres
Publié: (2024)
DSVTLA: Deep Swin Vision Transformer-Based Transfer Learning Architecture for Multi-Type Cancer Histopathological Cancer Image Classification
par: Khan, Muazzem Hussain, et autres
Publié: (2026)
par: Khan, Muazzem Hussain, et autres
Publié: (2026)
GUSL: A Novel and Efficient Machine Learning Model for Prostate Segmentation on MRI
par: Yang, Jiaxin, et autres
Publié: (2025)
par: Yang, Jiaxin, et autres
Publié: (2025)
HQCNN: A Hybrid Quantum-Classical Neural Network for Medical Image Classification
par: Shahjalal, et autres
Publié: (2025)
par: Shahjalal, et autres
Publié: (2025)
A Novel Scene Coupling Semantic Mask Network for Remote Sensing Image Segmentation
par: Ma, Xiaowen, et autres
Publié: (2025)
par: Ma, Xiaowen, et autres
Publié: (2025)
BVI-AOM: A New Training Dataset for Deep Video Compression Optimization
par: Nawała, Jakub, et autres
Publié: (2024)
par: Nawała, Jakub, et autres
Publié: (2024)
A Novel Approach for Defect Detection of Wind Turbine Blade Using Virtual Reality and Deep Learning
par: Rabbi, Md Fazle, et autres
Publié: (2023)
par: Rabbi, Md Fazle, et autres
Publié: (2023)
Flexible Variable-Rate Image Feature Compression for Edge-Cloud Systems
par: Hossain, Md Adnan Faisal, et autres
Publié: (2024)
par: Hossain, Md Adnan Faisal, et autres
Publié: (2024)
Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning
par: Spaanderman, Douwe J., et autres
Publié: (2024)
par: Spaanderman, Douwe J., et autres
Publié: (2024)
HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans
par: Song, Changwei, et autres
Publié: (2024)
par: Song, Changwei, et autres
Publié: (2024)
MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder
par: Liu, Xuehan, et autres
Publié: (2024)
par: Liu, Xuehan, et autres
Publié: (2024)
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation
par: Chowdhury, Satyaki Roy, et autres
Publié: (2025)
par: Chowdhury, Satyaki Roy, et autres
Publié: (2025)
MSTT-199: MRI Dataset for Musculoskeletal Soft Tissue Tumor Segmentation
par: Reasat, Tahsin, et autres
Publié: (2024)
par: Reasat, Tahsin, et autres
Publié: (2024)
Active Learning on Medical Image
par: Biswas, Angona, et autres
Publié: (2023)
par: Biswas, Angona, et autres
Publié: (2023)
Gland Segmentation Using SAM With Cancer Grade as a Prompt
par: Zhu, Yijie, et autres
Publié: (2025)
par: Zhu, Yijie, et autres
Publié: (2025)
DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI Tractography
par: He, Haolin, et autres
Publié: (2025)
par: He, Haolin, et autres
Publié: (2025)
Post-Mortem Human Iris Segmentation Analysis with Deep Learning
par: Hossain, Afzal, et autres
Publié: (2024)
par: Hossain, Afzal, et autres
Publié: (2024)
Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study
par: Sadegheih, Yousef, et autres
Publié: (2024)
par: Sadegheih, Yousef, et autres
Publié: (2024)
Advancements in Orthopaedic Arm Segmentation: A Comprehensive Review
par: Swami, Abhishek, et autres
Publié: (2024)
par: Swami, Abhishek, et autres
Publié: (2024)
Reliable Evaluation of MRI Motion Correction: Dataset and Insights
par: Wang, Kun, et autres
Publié: (2025)
par: Wang, Kun, et autres
Publié: (2025)
LSKSANet: A Novel Architecture for Remote Sensing Image Semantic Segmentation Leveraging Large Selective Kernel and Sparse Attention Mechanism
par: Fu, Miao, et autres
Publié: (2024)
par: Fu, Miao, et autres
Publié: (2024)
Documents similaires
-
Deep Learning for Automated Wound Classification And Segmentation
par: Jahangir, Md. Zihad Bin, et autres
Publié: (2024) -
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19
par: Falero, Danny, et autres
Publié: (2024) -
LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning
par: Jahangir, Md. Zihad Bin, et autres
Publié: (2025) -
An Attention-Guided Deep Learning Approach for Classifying 39 Skin Lesion Types
par: Hanum, Sauda Adiv, et autres
Publié: (2025) -
Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier
par: Rahman, Md. Sohanur, et autres
Publié: (2024)