专题:Medical Imaging and Analysis

This cluster of papers focuses on the automated segmentation, detection, and identification of vertebrae in medical imaging data, particularly CT and MRI scans of the spine. The research involves the development and application of deep learning and computer-aided diagnosis techniques for precise and efficient analysis of spinal structures.
最新文献
Lightweight Hybrid Model for Bone Fracture Detection Using MobileNetV2 Feature Extraction and Ensemble Learning

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Global research trends in robot-assisted spinal surgery: a visualized bibliometric analysis

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Enhancing bone cancer detection through optimized pre trained deep learning models and explainable AI using the osteosarcoma tumor assessment dataset

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Probability Map-Guided Network for 3D Volumetric Medical Image Segmentation

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Is orthopaedics entering the age of generative AI?—A narrative review of current applications challenges and future directions

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Role of artificial intelligence in medical image analysis

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A Review on the Applications of GANs for 3D Medical Image Analysis

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Use of AI Histopathology in Breast Cancer Diagnosis

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Grad-CAM (Gradient-weighted Class Activation Mapping): A systematic literature review

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Artificial intelligence in severe rigid Scoliosis: Opportunities, challenges, and the road ahead

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近5年高被引文献
TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images

article Full Text OpenAlex 1108 FWCI123.1766

Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging

review Full Text OpenAlex 638 FWCI147.9615

nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer

article Full Text OpenAlex 549 FWCI67.0636

Brain Tumor Detection Based on Deep Learning Approaches and Magnetic Resonance Imaging

article Full Text OpenAlex 377 FWCI47.1187

Mutual consistency learning for semi-supervised medical image segmentation

article Full Text OpenAlex 339 FWCI32.8229

MRI-based brain tumour image detection using CNN based deep learning method

article Full Text OpenAlex 310 FWCI25.1289

Performance of ChatGPT, GPT-4, and Google Bard on a Neurosurgery Oral Boards Preparation Question Bank

article Full Text OpenAlex 308 FWCI11.9059

TotalSegmentator: robust segmentation of 104 anatomical structures in CT images

preprint Full Text OpenAlex 279 FWCI0

Stroke Risk Prediction with Machine Learning Techniques

article Full Text OpenAlex 265 FWCI21.0048

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022

book Full Text OpenAlex 251 FWCI59.3798