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Brain Tumor Classification

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Showing 1–50 of 52 papers

TitleStatusHype
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph MatchingCode2
Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image FusionCode1
Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decompositionCode1
MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance ImagingCode1
Deep Multimodal Guidance for Medical Image ClassificationCode1
Proportional Sensitivity in Generative Adversarial Network (GAN)-Augmented Brain Tumor Classification Using Convolutional Neural Network—0
Transfer Learning and Explainable AI for Brain Tumor Classification: A Study Using MRI Data from Bangladesh—0
MediAug: Exploring Visual Augmentation in Medical ImagingCode0
Fibonacci-Net: A Lightweight CNN model for Automatic Brain Tumor Classification—0
Efficient Brain Tumor Classification with Lightweight CNN Architecture: A Novel Approach—0
Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification—0
Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study—0
SKIPNet: Spatial Attention Skip Connections for Enhanced Brain Tumor Classification—0
An Ensemble Approach for Brain Tumor Segmentation and Synthesis—0
Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification—0
Residual Vision Transformer (ResViT) Based Self-Supervised Learning Model for Brain Tumor Classification—0
Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches—0
Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning—0
Brain Tumor Classification on MRI in Light of Molecular Markers—0
FedBrain-Distill: Communication-Efficient Federated Brain Tumor Classification Using Ensemble Knowledge Distillation on Non-IID DataCode0
Pediatric brain tumor classification using digital histopathology and deep learning: evaluation of SOTA methods on a multi-center Swedish cohort—0
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images—0
Brain Tumor Classification From MRI Images Using Machine Learning—0
Deep Fusion Model for Brain Tumor Classification Using Fine-Grained Gradient Preservation—0
Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration—0
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor ClassificationCode0
A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network—0
Streamlining Brain Tumor Classification with Custom Transfer Learning in MRI Images—0
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks—0
Optimizing Brain Tumor Classification: A Comprehensive Study on Transfer Learning and Imbalance Handling in Deep Learning ModelsCode0
Feature Imitating Networks Enhance The Performance, Reliability And Speed Of Deep Learning On Biomedical Image Processing TasksCode0
An Optimized Ensemble Deep Learning Model For Brain Tumor Classification—0
Brain Tumor Segmentation from MRI Images using Deep Learning Techniques—0
Brain Tumor classification and Segmentation using Deep Learning—0
Multi-limb Split Learning for Tumor Classification on Vertically Distributed Data—0
Hybrid Model using Feature Extraction and Non-linear SVM for Brain Tumor Classification—0
Brain Tumor MRI Classification using a Novel Deep Residual and Regional CNN—0
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology—0
CTVR-EHO TDA-IPH Topological Optimized Convolutional Visual Recurrent Network for Brain Tumor Segmentation and Classification—0
HSADML: Hyper-Sphere Angular Deep Metric based Learning for Brain Tumor Classification—0
A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI—0
Brain Tumor Classification by Cascaded Multiscale Multitask Learning Framework Based on Feature Aggregation—0
Triplet Contrastive Learning for Brain Tumor Classification—0
HMM Model for Brain Tumor Detection and ClassificationCode0
Transfer learning for automatic brain tumor classification Using MRI Images.—0
Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations—0
A Transfer Learning Based Active Learning Framework for Brain Tumor Classification—0
Brain Tumor Classification Using Medial Residual Encoder Layers—0
Multimodal brain tumor classification—0
Brain Tumor Classification Using Deep Learning Technique -- A Comparison between Cropped, Uncropped, and Segmented Lesion Images with Different Sizes—0
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