专题:Brain Tumor Detection and Classification

This cluster of papers focuses on the classification of brain tumor type and grade using various techniques such as MRI, deep learning, convolutional neural networks, feature extraction, and machine learning. The research aims to improve the accuracy and efficiency of brain tumor classification for better diagnosis and treatment.
最新文献
MK-UNet: Multi-Kernel Lightweight CNN for Medical Image Segmentation

article Full Text OpenAlex

Brain Tumor Classification with Hybrid Deep Learning Models from MRI Images

article Full Text OpenAlex

A generalizable foundation model for analysis of human brain MRI

article Full Text OpenAlex

BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification

article Full Text OpenAlex

Alzheimer’s disease brain image segmentation using multi-feature fusion in 3D Rényi entropy model and quantum hybrid optimization

article Full Text OpenAlex

An integrated deep learning framework leveraging NASNet and vision transformer with MixProcessing for accurate and precise diagnosis of lung diseases

article Full Text OpenAlex

Explainable AI based hybrid DRM-Net transfer learning model for breast cancer detection and classification using ultrasound images

article Full Text OpenAlex

Multi-stage attention for efficient brain tumor classification with SAM-Med2D

article Full Text OpenAlex

Comparative analysis of transformer architectures for brain tumor classification

article Full Text OpenAlex

The Application of Artificial Intelligence (AI) in Regenerative Medicine: Current Insights and Challenges

article Full Text OpenAlex

近5年高被引文献
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

book-chapter Full Text OpenAlex 1534 FWCI468.5169

Scaling Up Your Kernels to 31×31: Revisiting Large Kernel Design in CNNs

article Full Text OpenAlex 1279 FWCI71.5877

Medical image segmentation using deep learning: A survey

article Full Text OpenAlex 742 FWCI96.8691

IEEE Transactions on Medical Imaging

paratext Full Text OpenAlex 668 FWCI0

TransMorph: Transformer for unsupervised medical image registration

article Full Text OpenAlex 661 FWCI60.9479

Segment anything model for medical image analysis: An experimental study

article Full Text OpenAlex 653 FWCI78.3952

Mobile-Former: Bridging MobileNet and Transformer

article Full Text OpenAlex 595 FWCI34.4845

Artificial Intelligence (AI) and Internet of Medical Things (IoMT) Assisted Biomedical Systems for Intelligent Healthcare

review Full Text OpenAlex 567 FWCI33.3455

Brain tumor segmentation based on the fusion of deep semantics and edge information in multimodal MRI

article Full Text OpenAlex 542 FWCI41.9056

Theoretical Understanding of Convolutional Neural Network: Concepts, Architectures, Applications, Future Directions

article Full Text OpenAlex 541 FWCI64.2544