Targeted Neural Architectures in Multi-Objective Frameworks for Complete Glioma Characterization from Multimodal MRI
Fuente:
arXiv
Saved in:
| Main Authors: | Venkatraman, Shravan, V, Pandiyaraju, A, Abeshek, A, Aravintakshan S, S, Pavan Kumar, A, Kannan, S, Madhan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Leveraging SeNet and ResNet Synergy within an Encoder-Decoder Architecture for Glioma Detection
by: V, Pandiyaraju, et al.
Published: (2024)
by: V, Pandiyaraju, et al.
Published: (2024)
Leveraging Bi-Focal Perspectives and Granular Feature Integration for Accurate Reliable Early Alzheimer's Detection
by: Venkatraman, Shravan, et al.
Published: (2024)
by: Venkatraman, Shravan, et al.
Published: (2024)
Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification
by: V, Pandiyaraju, et al.
Published: (2024)
by: V, Pandiyaraju, et al.
Published: (2024)
A Novel Adaptive Hybrid Focal-Entropy Loss for Enhancing Diabetic Retinopathy Detection Using Convolutional Neural Networks
by: Malarvannan, Santhosh, et al.
Published: (2024)
by: Malarvannan, Santhosh, et al.
Published: (2024)
A Channel Attention-Driven Hybrid CNN Framework for Paddy Leaf Disease Detection
by: V, Pandiyaraju, et al.
Published: (2024)
by: V, Pandiyaraju, et al.
Published: (2024)
Diffusion and Multi-Domain Adaptation Methods for Eosinophil Segmentation
by: Lin, Kevin, et al.
Published: (2024)
by: Lin, Kevin, et al.
Published: (2024)
ILACS-LGOT: A Multi-Layer Contrast Enhancement Approach for Palm-Vein Images
by: Perera, Kaveen, et al.
Published: (2025)
by: Perera, Kaveen, et al.
Published: (2025)
Longitudinal Volumetric Study for the Progression of Alzheimer's Disease from Structural MRI
by: Sanyal, Prayas, et al.
Published: (2023)
by: Sanyal, Prayas, et al.
Published: (2023)
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
by: Ali, Syed Haider, et al.
Published: (2025)
by: Ali, Syed Haider, et al.
Published: (2025)
Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons
by: Basak, Promit, et al.
Published: (2024)
by: Basak, Promit, et al.
Published: (2024)
Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field
by: Jiang, Lan, et al.
Published: (2024)
by: Jiang, Lan, et al.
Published: (2024)
K-means Enhanced Density Gradient Analysis for Urban and Transport Metrics Using Multi-Modal Satellite Imagery
by: Tomkiewicz, P., et al.
Published: (2025)
by: Tomkiewicz, P., et al.
Published: (2025)
PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation
by: Saifullah, Shoffan, et al.
Published: (2025)
by: Saifullah, Shoffan, et al.
Published: (2025)
A Segmentation Foundation Model for Diverse-type Tumors
by: Xie, Jianhao, et al.
Published: (2024)
by: Xie, Jianhao, et al.
Published: (2024)
Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training
by: Demirci, Orhan, et al.
Published: (2025)
by: Demirci, Orhan, et al.
Published: (2025)
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound
by: Zeng, Jiajun, et al.
Published: (2024)
by: Zeng, Jiajun, et al.
Published: (2024)
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images
by: Elahi, Maryam Tavakol
Published: (2024)
by: Elahi, Maryam Tavakol
Published: (2024)
Dynamic Structural Recovery Parameters Enhance Prediction of Visual Outcomes After Macular Hole Surgery
by: Zhao, Yinzheng, et al.
Published: (2025)
by: Zhao, Yinzheng, et al.
Published: (2025)
Seeing Heat with Color -- RGB-Only Wildfire Temperature Inference from SAM-Guided Multimodal Distillation using Radiometric Ground Truth
by: Marinaccio, Michael, et al.
Published: (2025)
by: Marinaccio, Michael, et al.
Published: (2025)
Fitzpatrick Thresholding for Skin Image Segmentation
by: Stothers, Duncan, et al.
Published: (2025)
by: Stothers, Duncan, et al.
Published: (2025)
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology
by: Hawley, Scott H., et al.
Published: (2021)
by: Hawley, Scott H., et al.
Published: (2021)
CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical Images
by: Khan, Taaha
Published: (2023)
by: Khan, Taaha
Published: (2023)
Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches
by: Saifullah, Shoffan, et al.
Published: (2024)
by: Saifullah, Shoffan, et al.
Published: (2024)
Hessian-Based Lightweight Neural Network HessNet for State-of-the-Art Brain Vessel Segmentation on a Minimal Training Dataset
by: Bernadotte, Alexandra, et al.
Published: (2025)
by: Bernadotte, Alexandra, et al.
Published: (2025)
Topology and Intersection-Union Constrained Loss Function for Multi-Region Anatomical Segmentation in Ocular Images
by: Xia, Ruiyu, et al.
Published: (2024)
by: Xia, Ruiyu, et al.
Published: (2024)
UGPL: Uncertainty-Guided Progressive Learning for Evidence-Based Classification in Computed Tomography
by: Venkatraman, Shravan, et al.
Published: (2025)
by: Venkatraman, Shravan, et al.
Published: (2025)
HMS-VesselNet: Hierarchical Multi-Scale Attention Network with Topology-Preserving Loss for Retinal Vessel Segmentation
by: R, Amarnath
Published: (2026)
by: R, Amarnath
Published: (2026)
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides
by: Høibø, Maren, et al.
Published: (2023)
by: Høibø, Maren, et al.
Published: (2023)
Supervised and self-supervised land-cover segmentation & classification of the Biesbosch wetlands
by: Meijling, Eva Gmelich, et al.
Published: (2025)
by: Meijling, Eva Gmelich, et al.
Published: (2025)
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture
by: Galymzhankyzy, Zeynep, et al.
Published: (2025)
by: Galymzhankyzy, Zeynep, et al.
Published: (2025)
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
by: Wagner, Felix, et al.
Published: (2024)
by: Wagner, Felix, et al.
Published: (2024)
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning
by: Mukisa, Racheal, et al.
Published: (2025)
by: Mukisa, Racheal, et al.
Published: (2025)
Pushing the limits of cell segmentation models for imaging mass cytometry
by: Bird, Kimberley M., et al.
Published: (2024)
by: Bird, Kimberley M., et al.
Published: (2024)
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images
by: Ahmed, Md. Rayhan, et al.
Published: (2022)
by: Ahmed, Md. Rayhan, et al.
Published: (2022)
μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation
by: Bruno, Pierangela, et al.
Published: (2024)
by: Bruno, Pierangela, et al.
Published: (2024)
Simple is what you need for efficient and accurate medical image segmentation
by: Yu, Xiang, et al.
Published: (2025)
by: Yu, Xiang, et al.
Published: (2025)
Enhancing pretraining efficiency for medical image segmentation via transferability metrics
by: Hidy, Gábor, et al.
Published: (2024)
by: Hidy, Gábor, et al.
Published: (2024)
Evaluation of state-of-the-art deep learning models in the segmentation of the heart ventricles in parasternal short-axis echocardiograms
by: Buritica, Julian Rene Cuellar, et al.
Published: (2025)
by: Buritica, Julian Rene Cuellar, et al.
Published: (2025)
FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography
by: Mineo, Raffaele, et al.
Published: (2024)
by: Mineo, Raffaele, et al.
Published: (2024)
Domain-Adaptive Transformer for Data-Efficient Glioma Segmentation in Sub-Saharan MRI
by: Abolade, Ilerioluwakiiye, et al.
Published: (2025)
by: Abolade, Ilerioluwakiiye, et al.
Published: (2025)
Similar Items
-
Leveraging SeNet and ResNet Synergy within an Encoder-Decoder Architecture for Glioma Detection
by: V, Pandiyaraju, et al.
Published: (2024) -
Leveraging Bi-Focal Perspectives and Granular Feature Integration for Accurate Reliable Early Alzheimer's Detection
by: Venkatraman, Shravan, et al.
Published: (2024) -
Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification
by: V, Pandiyaraju, et al.
Published: (2024) -
A Novel Adaptive Hybrid Focal-Entropy Loss for Enhancing Diabetic Retinopathy Detection Using Convolutional Neural Networks
by: Malarvannan, Santhosh, et al.
Published: (2024) -
A Channel Attention-Driven Hybrid CNN Framework for Paddy Leaf Disease Detection
by: V, Pandiyaraju, et al.
Published: (2024)