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
Diagnosis and Evaluation of Stomach Surgery with CNN Neural Network

article Full Text OpenAlex

Artificial intelligent-driven decision-making for automating root fracture detection in periapical radiographs

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Automated segmentation in pelvic radiotherapy: A comprehensive evaluation of ATLAS-, machine learning-, and deep learning-based models

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Boosting Your Context by Dual Similarity Checkup for In-Context Learning Medical Image Segmentation

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A review: artificial intelligence in image-guided spinal surgery

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CompSegNet: An enhanced U-shaped architecture for nuclei segmentation in H&E histopathology images

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Evaluation of deep learning and convolutional neural network algorithms for mandibular fracture detection using radiographic images: A systematic review and meta-analysis

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Applications of Artificial Intelligence and Machine Learning in Spine MRI

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Point Cloud Registration in Laparoscopic Liver Surgery Using Keypoint Correspondence Registration Network

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Advancements in brain tumor analysis: a comprehensive review of machine learning, hybrid deep learning, and transfer learning approaches for MRI-based classification and segmentation

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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 955 FWCI151.72853749

Semi-supervised Medical Image Segmentation through Dual-task Consistency

article Full Text OpenAlex 557 FWCI25.46475496

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

review Full Text OpenAlex 538 FWCI165.96251635

CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

book-chapter Full Text OpenAlex 523 FWCI136.57910486

nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer

article Full Text OpenAlex 446 FWCI81.15787969

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

article Full Text OpenAlex 310 FWCI68.90536753

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images

article Full Text OpenAlex 304 FWCI20.23610306

Mutual consistency learning for semi-supervised medical image segmentation

article Full Text OpenAlex 298 FWCI36.88995674

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

article Full Text OpenAlex 295 FWCI15.43469272

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

article Full Text OpenAlex 280 FWCI37.67806472