A Two-Stage Deep Learning Framework for Segmentation of Ten Gastrointestinal Organs from Coronal MR Enterography
Fuente:
arXiv
Saved in:
| Main Authors: | Rahman, Ashiqur, Sayed, Md. Abu, Wadud, Md Sharjis Ibne, Al-Hafiz, Md. Abu Asad, Mushtak, Adam, Chowdhury, Muhammad E. H. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ResNet-34 with Lightweight Decoder for Accurate and Efficient Segmentation of Fetal Brain MRI
by: Rahman, Ashiqur, et al.
Published: (2026)
by: Rahman, Ashiqur, et al.
Published: (2026)
Deep Learning-Driven Segmentation of Ischemic Stroke Lesions Using Multi-Channel MRI
by: Rahman, Ashiqur, et al.
Published: (2025)
by: Rahman, Ashiqur, et al.
Published: (2025)
OptiGait-LGBM: An Efficient Approach of Gait-based Person Re-identification in Non-Overlapping Regions
by: Chowdhury, Md. Sakib Hassan, et al.
Published: (2025)
by: Chowdhury, Md. Sakib Hassan, et al.
Published: (2025)
Skin Cancer Segmentation and Classification Using Vision Transformer for Automatic Analysis in Dermatoscopy-based Non-invasive Digital System
by: Himel, Galib Muhammad Shahriar, et al.
Published: (2024)
by: Himel, Galib Muhammad Shahriar, et al.
Published: (2024)
Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture
by: Talukder, Md. Alamin, et al.
Published: (2023)
by: Talukder, Md. Alamin, et al.
Published: (2023)
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
by: Zami, Abduz, et al.
Published: (2025)
by: Zami, Abduz, et al.
Published: (2025)
GastroViT: A Vision Transformer Based Ensemble Learning Approach for Gastrointestinal Disease Classification with Grad CAM & SHAP Visualization
by: Tabassum, Sumaiya, et al.
Published: (2025)
by: Tabassum, Sumaiya, et al.
Published: (2025)
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis
by: Siddique, Md Abu Bakr, et al.
Published: (2025)
by: Siddique, Md Abu Bakr, et al.
Published: (2025)
Hyperspectral Image Reconstruction for Predicting Chick Embryo Mortality Towards Advancing Egg and Hatchery Industry
by: Ahmed, Md. Toukir, et al.
Published: (2024)
by: Ahmed, Md. Toukir, et al.
Published: (2024)
MosquitoFusion: A Multiclass Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep Learning
by: Sayeedi, Md. Faiyaz Abdullah, et al.
Published: (2024)
by: Sayeedi, Md. Faiyaz Abdullah, et al.
Published: (2024)
Cervical Cancer Detection Using Multi-Branch Deep Learning Model
by: Baba, Tatsuhiro, et al.
Published: (2024)
by: Baba, Tatsuhiro, et al.
Published: (2024)
A Comparison Study of Deep CNN Architecture in Detecting of Pneumonia
by: Porag, Al Mohidur Rahman, et al.
Published: (2022)
by: Porag, Al Mohidur Rahman, et al.
Published: (2022)
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)
by: Rahman, Md Mostafijur, et al.
Published: (2024)
HessianForge: Scalable LiDAR reconstruction with Physics-Informed Neural Representation and Smoothness Energy Constraints
by: Viswanath, Hrishikesh, et al.
Published: (2025)
by: Viswanath, Hrishikesh, et al.
Published: (2025)
Contextual Checkerboard Denoise -- A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising
by: Islam, Md. Touhidul, et al.
Published: (2024)
by: Islam, Md. Touhidul, et al.
Published: (2024)
MSRANetV2: An Explainable Deep Learning Architecture for Multi-class Classification of Colorectal Histopathological Images
by: Sarkar, Ovi, et al.
Published: (2025)
by: Sarkar, Ovi, et al.
Published: (2025)
Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel Dataset
by: Kabir, Muhammad Ashad, et al.
Published: (2025)
by: Kabir, Muhammad Ashad, et al.
Published: (2025)
Robust CNN Multi-Nested-LSTM Framework with Compound Loss for Patch-based Multi-Push Ultrasound Shear Wave Imaging and Segmentation
by: Alam, Md. Jahin, et al.
Published: (2024)
by: Alam, Md. Jahin, et al.
Published: (2024)
Systematic Evaluation of Wavelet-Based Denoising for MRI Brain Images: Optimal Configurations and Performance Benchmarks
by: Rahman, Asadullah Bin, et al.
Published: (2025)
by: Rahman, Asadullah Bin, et al.
Published: (2025)
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation
by: Jha, Debesh, et al.
Published: (2024)
by: Jha, Debesh, et al.
Published: (2024)
Point-GR: Graph Residual Point Cloud Network for 3D Object Classification and Segmentation
by: Meraz, Md, et al.
Published: (2024)
by: Meraz, Md, et al.
Published: (2024)
A Two-Stage Stochastic Optimization Framework for Environmentally Sensitive Oil Spill Response Resource Allocation in the Arctic
by: Rahman, Md Ashiqur, et al.
Published: (2025)
by: Rahman, Md Ashiqur, et al.
Published: (2025)
MGAN-CRCM: A Novel Multiple Generative Adversarial Network and Coarse-Refinement Based Cognizant Method for Image Inpainting
by: Asad, Nafiz Al, et al.
Published: (2024)
by: Asad, Nafiz Al, et al.
Published: (2024)
A Two Stage Pipeline for Left Atrial Wall Constrained Scar Segmentation and Localization from LGE-MR Images
by: Kundu, Bipasha, et al.
Published: (2026)
by: Kundu, Bipasha, et al.
Published: (2026)
Instance Segmentation of Reinforced Concrete Bridges with Synthetic Point Clouds
by: Rahman, Asad Ur, et al.
Published: (2024)
by: Rahman, Asad Ur, et al.
Published: (2024)
Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans
by: Khatun, Maleka, et al.
Published: (2024)
by: Khatun, Maleka, et al.
Published: (2024)
Adaptive Weight Modified Riesz Mean Filter For High-Density Salt and Pepper Noise Removal
by: Islam, Md Jahidul
Published: (2025)
by: Islam, Md Jahidul
Published: (2025)
Deep Learning Approach for Enhancing Oral Squamous Cell Carcinoma with LIME Explainable AI Technique
by: Islam, Samiha, et al.
Published: (2024)
by: Islam, Samiha, et al.
Published: (2024)
A Graph-Augmented knowledge Distillation based Dual-Stream Vision Transformer with Region-Aware Attention for Gastrointestinal Disease Classification with Explainable AI
by: Assaduzzaman, Md, et al.
Published: (2025)
by: Assaduzzaman, Md, et al.
Published: (2025)
Deep Learning for Automated Wound Classification And Segmentation
by: Jahangir, Md. Zihad Bin, et al.
Published: (2024)
by: Jahangir, Md. Zihad Bin, et al.
Published: (2024)
Brain Tumor Classification in MRI Images: A Computationally Efficient Convolutional Neural Network
by: Chowdhury, Md Fahimul Kabir, et al.
Published: (2026)
by: Chowdhury, Md Fahimul Kabir, et al.
Published: (2026)
Deep Learning Architectures for Medical Image Denoising: A Comparative Study of CNN-DAE, CADTra, and DCMIEDNet
by: Rahman, Asadullah Bin, et al.
Published: (2025)
by: Rahman, Asadullah Bin, et al.
Published: (2025)
DSVTLA: Deep Swin Vision Transformer-Based Transfer Learning Architecture for Multi-Type Cancer Histopathological Cancer Image Classification
by: Khan, Muazzem Hussain, et al.
Published: (2026)
by: Khan, Muazzem Hussain, et al.
Published: (2026)
Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation
by: Shahid, Nafis Fuad, et al.
Published: (2026)
by: Shahid, Nafis Fuad, et al.
Published: (2026)
Proportional Sensitivity in Generative Adversarial Network (GAN)-Augmented Brain Tumor Classification Using Convolutional Neural Network
by: Afif, Mahin Montasir, et al.
Published: (2025)
by: Afif, Mahin Montasir, et al.
Published: (2025)
Active Learning on Medical Image
by: Biswas, Angona, et al.
Published: (2023)
by: Biswas, Angona, et al.
Published: (2023)
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
An Optimized Ensemble Deep Learning Model For Brain Tumor Classification
by: Talukder, Md. Alamin, et al.
Published: (2023)
by: Talukder, Md. Alamin, et al.
Published: (2023)
Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement
by: Ahmed, Istiak, et al.
Published: (2024)
by: Ahmed, Istiak, et al.
Published: (2024)
Similar Items
-
ResNet-34 with Lightweight Decoder for Accurate and Efficient Segmentation of Fetal Brain MRI
by: Rahman, Ashiqur, et al.
Published: (2026) -
Deep Learning-Driven Segmentation of Ischemic Stroke Lesions Using Multi-Channel MRI
by: Rahman, Ashiqur, et al.
Published: (2025) -
OptiGait-LGBM: An Efficient Approach of Gait-based Person Re-identification in Non-Overlapping Regions
by: Chowdhury, Md. Sakib Hassan, et al.
Published: (2025) -
Skin Cancer Segmentation and Classification Using Vision Transformer for Automatic Analysis in Dermatoscopy-based Non-invasive Digital System
by: Himel, Galib Muhammad Shahriar, et al.
Published: (2024) -
Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture
by: Talukder, Md. Alamin, et al.
Published: (2023)