Artificial intelligence (AI) vs. human in hip fracture detection

N Twinprai, A Boonrod, A Boonrod, J Chindaprasirt… - Heliyon, 2022 - cell.com
… The focus of this research is to assess the diagnostic accuracy and sensitivity of a YOLO-based
AI model for detecting hip fractures and distinguishing hip fracture types in hip and pelvic …

Artificial intelligence and machine learning on diagnosis and classification of hip fracture: systematic review

Y Cha, JT Kim, CH Park, JW Kim, SY Lee… - Journal of Orthopaedic …, 2022 - Springer
… the use of AI in the diagnosis and classification of hip fractures. It is clear that AI is a tool that
can help medical staff reduce the time and effort required for hip fracture diagnosis with high …

Artificial intelligence for hip fracture detection and outcome prediction: a systematic review and meta-analysis

JR Lex, J Di Michele, R Koucheki, D Pincus… - JAMA network …, 2023 - jamanetwork.com
… %) used AI models to diagnose hip fractures on plain radiographs … AI models to predict patient
outcomes following hip fracturehip fractures were used for training, validating, and testing

Detection and localisation of hip fractures on anteroposterior radiographs with artificial intelligence: proof of concept

JS Yu, SM Yu, BS Erdal, M Demirer, V Gupta… - Clinical radiology, 2020 - Elsevier
… Application of artificial intelligence for the detection of hip fractures is feasible. … proximal
femoral fractures (APFFs) are hip fractures that occur from the subcapital region of the femur to 5 …

Artificial intelligence in fracture detection: a systematic review and meta-analysis

RYL Kuo, C Harrison, TA Curran, B Jones, A Freethy… - Radiology, 2022 - pubs.rsna.org
… Computer vs human: Deep learning versus perceptual training for the detection of neck of
femur fractures. J Med Imaging Radiat Oncol 2019;63(1):27–32. Crossref, Medline, Google …

Comparison between artificial intelligence solution and radiologist for the detection of pelvic, hip and extremity fractures on radiographs in adult using CT as standard …

M Pastor, D Dabli, R Lonjon, C Serrand… - Diagnostic and …, 2025 - Elsevier
… the diagnostic performance of an artificial intelligence (AI) solution for the detection of fractures
of pelvic, proximal femur or extremity fractures in adults with … Pelvis and/or hip fracture

Artificial intelligence to detect the femoral intertrochanteric fracture: The arrival of the intelligent-medicine era

P Liu, L Lu, Y Chen, T Huo, M Xue, H Wang… - … in Bioengineering and …, 2022 - frontiersin.org
… A retrospective analysis in the emergency department illustrated that missed diagnoses
and misdiagnoses mostly occurred to the hip fracture (37.3%) rather than other limb fractures, …

Artificial intelligence improves the accuracy of residents in the diagnosis of hip fractures: a multicenter study

Y Sato, Y Takegami, T Asamoto, Y Ono… - BMC musculoskeletal …, 2021 - Springer
… of hip fractures. We developed computer-aided diagnosis (CAD) system for hip fractures on
plain X… In this study, we examined whether the accuracy of the diagnosis of hip fracture of the …

Improving radiographic fracture recognition performance and efficiency using artificial intelligence

A Guermazi, C Tannoury, AJ Kompel, AM Murakami… - Radiology, 2022 - pubs.rsna.org
… To date, several studies about artificial intelligence (AI) aid to fracture detection have been …
9); hip and pelvis (10,11); knees (9); and spine (12). One study evaluated fractures in 11 body …

[HTML][HTML] Artificial intelligence-based applications for bone fracture detection using medical images: a systematic review

M Kutbi - Diagnostics, 2024 - mdpi.com
… [43] compared deep learning with perceptual training for neck of femur fracture detection.
Rahmaniar and Wang [44] created a real-time automated system for segmenting and …