Automatic fracture detection and characterization from unwrapped drill-core images using mask R–CNN
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Petroleum Science and Engineering"
DOI: 10.1016/j.petrol.2021.109471
Abstract: Abstract Drill cores provide the most reliable fracture information in subsurface formations as they present a clear and direct view of fractures. Core observation and image log interpretation are usually integrated for fracture analysis of… read more here.
Keywords: fracture detection; core images; machine learning; fracture ... See more keywords
WCAY object detection of fractures for X-ray images of multiple sites
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-77878-6
Abstract: The WCAY (weighted channel attention YOLO) model, which is meticulously crafted to identify fracture features across diverse X-ray image sites, is presented herein. This model integrates novel core operators and an innovative attention mechanism to… read more here.
Keywords: detection; object detection; attention; model ... See more keywords
An automated hip fracture detection, classification system on pelvic radiographs and comparison with 35 clinicians
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-98852-w
Abstract: Accurate diagnosis of orthopedic injuries, especially pelvic and hip fractures, is vital in trauma management. While pelvic radiographs (PXRs) are widely used, misdiagnosis is common. This study proposes an automated system that uses convolutional neural… read more here.
Keywords: detection; classification; hip fracture; fracture ... See more keywords
Cervical Spine Fracture Detection and Classification Using Two-Stage Deep Learning Methodology
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3398061
Abstract: Cervical spine fractures are a medical emergency that can cause permanent paralysis and even death. Traditional fracture detection techniques, such as manual radiography image interpretation, are time-consuming and prone to human error. Deep learning algorithms… read more here.
Keywords: cervical spine; methodology; fracture detection;
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2025.3549839
Abstract: Wrist trauma and even fractures occur frequently in daily life, particularly among children who account for a significant proportion of fracture cases. Before performing surgery, surgeons often request patients to undergo X-ray imaging first and… read more here.
Keywords: fracture; pediatric wrist; attention; yolov8 ... See more keywords
3-D Structure-Oriented Adaptive Gaussian Pyramid for Seismic Multiscale Fracture Detection
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3244579
Abstract: Gaussian pyramid (GP) has the property of decomposing the 2-D data into multiple scales. It has been successfully applied in image processing, but rarely used in seismic data processing and interpretation. Specifically, seismic data are… read more here.
Keywords: gaussian pyramid; structure; fracture detection; method ... See more keywords
A Robust Shape-Aware Rib Fracture Detection and Segmentation Framework With Contrastive Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2023.3263074
Abstract: The rib fracture is a common type of thoracic skeletal trauma, and its inspections using computed tomography (CT) scans are critical for clinical evaluation and treatment planning. However, it is often challenging for radiologists to… read more here.
Keywords: rib fracture; fracture; fracture detection; segmentation ... See more keywords
Artificial intelligence (AI) for paediatric fracture detection: a multireader multicase (MRMC) study protocol
Sign Up to like & getrecommendations! Published in 2024 at "BMJ Open"
DOI: 10.1136/bmjopen-2024-084448
Abstract: Introduction Paediatric fractures are common but can be easily missed on radiography leading to potentially serious implications including long-term pain, disability and missed opportunities for safeguarding in cases of inflicted injury. Artificial intelligence (AI) tools… read more here.
Keywords: detection; study; fracture detection; artificial intelligence ... See more keywords
Artificial Intelligence in Fracture Detection: A Systematic Review and Meta-Analysis.
Sign Up to like & getrecommendations! Published in 2022 at "Radiology"
DOI: 10.1148/radiol.211785
Abstract: Background Patients with fractures are a common emergency presentation and may be misdiagnosed at radiologic imaging. An increasing number of studies apply artificial intelligence (AI) techniques to fracture detection as an adjunct to clinician diagnosis.… read more here.
Keywords: artificial intelligence; detection; meta analysis; fracture detection ... See more keywords
Rib Fracture Detection with Dual-Attention Enhanced U-Net
Sign Up to like & getrecommendations! Published in 2022 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2022/8945423
Abstract: Rib fractures are common injuries caused by chest trauma, which may cause serious consequences. It is essential to diagnose rib fractures accurately. Low-dose thoracic computed tomography (CT) is commonly used for rib fracture diagnosis, and… read more here.
Keywords: attention; rib fracture; fracture detection;
Artificial Intelligence for Cervical Spine Fracture Detection: A Systematic Review of Diagnostic Performance and Clinical Potential
Sign Up to like & getrecommendations! Published in 2025 at "Global Spine Journal"
DOI: 10.1177/21925682251314379
Abstract: Study Design Systematic review. Objective Artificial intelligence (AI) and deep learning (DL) models have recently emerged as tools to improve fracture detection, mainly through imaging modalities such as computed tomography (CT) and radiographs. This systematic… read more here.
Keywords: performance; fracture detection; systematic review; review ... See more keywords