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
2025 6th International Conference on Computer Vision, Image and Deep Learning (CVIDL)

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Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV

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Automatic prostate volume estimation in transabdominal ultrasound images

article Full Text OpenAlex

Research on Dynamic Balance Control of CT Gantry Based on Multi-Body Dynamics Algorithm

article Full Text OpenAlex

Resolving the Ambiguity of Complete-to-Partial Point Cloud Registration for Image-Guided Liver Surgery with Patches-to-Partial Matching

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Spinal Cord Compression

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A Hybrid Approach for Cervical Cancer Detection: Combining D-CNN, Transfer Learning, and Ensemble Models

article Full Text OpenAlex

Advancing federated domain generalization in ophthalmology: Vision enhancement and consistency assurance for multicenter fundus image segmentation

article Full Text OpenAlex

Machine learning-based models for outcome prediction in skull base and spinal chordomas: a systematic review and meta-analysis

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Machine learning is changing osteoporosis detection: an integrative review

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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 691 FWCI97.017

Semi-supervised Medical Image Segmentation through Dual-task Consistency

article Full Text OpenAlex 441 FWCI21.494

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

book-chapter Full Text OpenAlex 426 FWCI114.656

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

review Full Text OpenAlex 404 FWCI33.762

nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer

article Full Text OpenAlex 281 FWCI49.717

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

article Full Text OpenAlex 261 FWCI10.123

TotalSegmentator: robust segmentation of 104 anatomical structures in CT images

preprint Full Text OpenAlex 249 FWCI0

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

article Full Text OpenAlex 244 FWCI16.074

Diagnosis and Evaluation of Stomach Surgery with CNN Neural Network

article Full Text OpenAlex 233 FWCI194.6

nnFormer: Interleaved Transformer for Volumetric Segmentation

preprint Full Text OpenAlex 228 FWCI0