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
Clinically Oriented Deep Learning Framework for Multi-Class Kidney Abnormality Instance Segmentation in CT Images

conference-paper Full Text OpenAlex

OsteoFusionFormer: dual-stage transformer fusion framework for knee osteoporosis diagnosis

article Full Text OpenAlex

VL-OrdinalFormer: Vision–Language-Guided Ordinal Transformers for Interpretable Knee Osteoarthritis Grading

article Full Text OpenAlex

CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

article Full Text OpenAlex

Lifting wavelet transform-guided network with histogram attention for liver segmentation in CT scans

article Full Text OpenAlex

Artificial intelligence and multimodal imaging in orthopaedics: from technological advances to clinical translation

review Full Text OpenAlex

Enhanced fracture detection on radiographs with AI assistance for clinicians: a systematic review and meta-analysis

review Full Text OpenAlex

Opportunistic Bone Health Assessment Using Contrast-Enhanced Abdominal CT: A DXA-Referenced Analysis in Liver Transplant Recipients

article Full Text OpenAlex

Automated segmentation of gastrointestinal organs using the TATIMPA network: a novel robust comparative deep learning approach with integrated multi-pyramidal attention

article Full Text OpenAlex

Impact of Image Enhancement Using Contrast-Limited Adaptive Histogram Equalization (CLAHE), Anisotropic Diffusion, and Histogram Equalization on Spine X-Ray Segmentation with U-Net, Mask R-CNN, and Transfer Learning

article Full Text OpenAlex

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

article Full Text OpenAlex 1653 FWCI150.1647

MONAI: An open-source framework for deep learning in healthcare

preprint Full Text OpenAlex 484 FWCI0

VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations

data-paper Full Text OpenAlex 433 FWCI0

Artificial Intelligence in Fracture Detection: A Systematic Review and Meta-Analysis

review Full Text OpenAlex 371 FWCI4.2793

A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images

article Full Text OpenAlex 349 FWCI62.2357

CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection

conference-paper Full Text OpenAlex 346 FWCI37.0733

Advances in Medical Image Segmentation: A Comprehensive Review of Traditional, Deep Learning and Hybrid Approaches

review Full Text OpenAlex 325 FWCI11.4518

AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation

conference-paper Full Text OpenAlex 316 FWCI22.6602

Boundary-aware context neural network for medical image segmentation

article Full Text OpenAlex 267 FWCI15.6196

Fracture detection in pediatric wrist trauma X-ray images using YOLOv8 algorithm

article Full Text OpenAlex 253 FWCI20.0167