AIMC Topic: Pelvic Bones

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Fully automated measurement of paediatric cerebral palsy pelvic radiographs with BoneFinder : external validation using a national surveillance database.

The bone & joint journal Jul 1, 2025
AIMS: BoneFinder is a machine-learning tool that can automatically calculate Reimers migration percentage (RMP) and head-shaft angle (HSA) from paediatric cerebral palsy (CP) pelvic radiographs. This study's primary aim was to compare BoneFinder's fu...
Humans Machine Learning Databases, Factual Female Child, Preschool Child Pelvic Bones Radiography Cerebral Palsy Reproducibility of Results Male Infant Adolescent
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Enhancing clinical decision-making in closed pelvic fractures with machine learning models.

Biomolecules & biomedicine May 8, 2025
Closed pelvic fractures can lead to severe complications, including hemodynamic instability (HI) and mortality. Accurate prediction of these risks is crucial for effective clinical management. This study aimed to utilize various machine learning (ML)...
Machine Learning Algorithms Retrospective Studies Clinical Decision-Making Female Humans Neural Networks, Computer Bayes Theorem Risk Factors Middle Aged Aged Hemodynamics Adult Pelvic Bones Male Fractures, Bone
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Added value of artificial intelligence for the detection of pelvic and hip fractures.

Japanese journal of radiology Mar 5, 2025
PURPOSE: To assess the added value of artificial intelligence (AI) for radiologists and emergency physicians in the radiographic detection of pelvic fractures.
Hip Fractures Humans Male Artificial Intelligence Middle Aged Aged, 80 and over Retrospective Studies Pelvic Bones Adult Female Fractures, Bone Sensitivity and Specificity Aged
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Deep learning-based pelvimetry in pelvic MRI volumes for pre-operative difficulty assessment of total mesorectal excision.

Surgical endoscopy Jan 3, 2025
BACKGROUND: Specific pelvic bone dimensions have been identified as predictors of total mesorectal excision (TME) difficulty and outcomes. However, manual measurement of these dimensions (pelvimetry) is labor intensive and thus, anatomic criteria are...
Magnetic Resonance Imaging Pelvic Bones Anatomic Landmarks Rectum Rectal Neoplasms Male Middle Aged Deep Learning Imaging, Three-Dimensional Preoperative Care Pelvimetry Humans Female Aged
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Comparison between artificial intelligence solution and radiologist for the detection of pelvic, hip and extremity fractures on radiographs in adult using CT as standard of reference.

Diagnostic and interventional imaging Sep 19, 2024
PURPOSE: The purpose of this study was to compare the diagnostic performance of an artificial intelligence (AI) solution for the detection of fractures of pelvic, proximal femur or extremity fractures in adults with radiologist interpretation of radi...
Adult Male Middle Aged Pelvic Bones Hip Fractures Reference Standards Fractures, Bone Humans Female Retrospective Studies Radiologists Artificial Intelligence Tomography, X-Ray Computed Aged Aged, 80 and over
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Automated Association for Osteosynthesis Foundation and Orthopedic Trauma Association classification of pelvic fractures on pelvic radiographs using deep learning.

Scientific reports Sep 4, 2024
High-energy impacts, like vehicle crashes or falls, can lead to pelvic ring injuries. Rapid diagnosis and treatment are crucial due to the risks of severe bleeding and organ damage. Pelvic radiography promptly assesses fracture extent and location, b...
Deep Learning Adolescent Pelvic Bones Fractures, Bone Radiography Pelvis Young Adult Adult Male Middle Aged Algorithms Retrospective Studies Female Aged Humans
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Deploying artificial intelligence in the detection of adult appendicular and pelvic fractures in the Singapore emergency department after hours: efficacy, cost savings and non-monetary benefits.

Singapore medical journal Jul 19, 2024
INTRODUCTION: Radiology plays an integral role in fracture detection in the emergency department (ED). After hours, when there are fewer reporting radiologists, most radiographs are interpreted by ED physicians. A minority of these interpretations ma...
Emergency Service, Hospital Humans Singapore Retrospective Studies Artificial Intelligence Cost Savings Middle Aged Female Pelvic Bones Aged Reproducibility of Results Fractures, Bone Adult Radiography Sensitivity and Specificity Male
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Assessment of Pelvic Tilt in Anteroposterior Radiographs by Area Ratio Based on Deep Learning.

Spine Jul 8, 2024
STUDY DESIGN: Diagnostics.
Humans Male Deep Learning Pelvic Bones Female Adult Radiography Pelvis
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Sex estimation from coxal bones using deep learning in a population balanced by sex and age.

International journal of legal medicine Jun 12, 2024
In the field of forensic anthropology, researchers aim to identify anonymous human remains and determine the cause and circumstances of death from skeletonized human remains. Sex determination is a fundamental step of this procedure because it influe...
Adult Male Middle Aged Deep Learning Female Aged Humans Aged, 80 and over Adolescent Neural Networks, Computer Young Adult Pelvic Bones Tomography, X-Ray Computed Sex Determination by Skeleton Forensic Anthropology
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Machine learning model based on radiomics features for AO/OTA classification of pelvic fractures on pelvic radiographs.

PloS one May 30, 2024
Depending on the degree of fracture, pelvic fracture can be accompanied by vascular damage, and in severe cases, it may progress to hemorrhagic shock. Pelvic radiography can quickly diagnose pelvic fractures, and the Association for Osteosynthesis Fo...
Middle Aged Aged Humans Adult Area Under Curve ROC Curve Radiomics Machine Learning Radiography Pelvic Bones Male Algorithms Fractures, Bone Female
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