AIMC Topic: Musculoskeletal Diseases
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Algorithmic approaches in hand imaging for rheumatic musculoskeletal diseases: A systematic literature review.
Seminars in arthritis and rheumatism
Aug 1, 2025
OBJECTIVE: This systematic literature review provides a comprehensive overview of the use of machine learning (ML) in hand imaging of rheumatic musculoskeletal diseases (RMDs). The review evaluates ML algorithms, imaging modalities, patient populatio...
A comparison of performance of DeepSeek-R1 model-generated responses to musculoskeletal radiology queries against ChatGPT-4 and ChatGPT-4o - A feasibility study.
Clinical imaging
Jul 1, 2025
OBJECTIVE: Artificial Intelligence (AI) has transformed society and chatbots using Large Language Models (LLM) are playing an increasing role in scientific research. This study aims to assess and compare the efficacy of newer DeepSeek R1 and ChatGPT-...
Applications of machine learning and deep learning in musculoskeletal medicine: a narrative review.
European journal of medical research
May 15, 2025
Artificial intelligence (AI), with its technologies such as machine perception, robotics, natural language processing, expert systems, and machine learning (ML) with its subset deep learning, have transformed patient care and administration in all fi...
USE OF ARTIFICIAL INTELLIGENCE IN THE DIAGNOSIS AND TREATMENT OF ORTHOPEDIC DISEASES: LITERATURE REVIEW.
Georgian medical news
Sep 1, 2024
INTRODUCTION: Artificial intelligence techniques such as machine learning have made it possible to create neural networks for the recognition of MRI and X-ray images, which has improved the diagnosis and treatment of orthopedic diseases. The purpose ...
Ethical considerations in telehealth and artificial intelligence for work related musculoskeletal disorders: A scoping review.
Work (Reading, Mass.)
Jan 1, 2024
BACKGROUND: Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to perform tasks that typically require human intelligence. The integration of AI and telehealth applications in healthcare raises...
Artificial intelligence in musculoskeletal rehabilitation.
Journal of back and musculoskeletal rehabilitation
Jan 1, 2023
Artificial intelligence in musculoskeletal conditions.
Frontiers in bioscience (Landmark edition)
Nov 30, 2021
Artificial intelligence (AI) is an iterative process by which information is captured, transformed into knowledge and processed to produce adaptive changes in the environment. AI is a broad concept, involving virtual (computing) and physical (robotic...
Clinical Artificial Intelligence Applications: Musculoskeletal.
Radiologic clinics of North America
Nov 1, 2021
We present an overview of current clinical musculoskeletal imaging applications for artificial intelligence, as well as potential future applications and techniques.
Does Artificial Intelligence Outperform Natural Intelligence in Interpreting Musculoskeletal Radiological Studies? A Systematic Review.
Clinical orthopaedics and related research
Dec 1, 2020
BACKGROUND: Machine learning (ML) is a subdomain of artificial intelligence that enables computers to abstract patterns from data without explicit programming. A myriad of impactful ML applications already exists in orthopaedics ranging from predicti...
Diagnosis, Differential
Predictive Value of Tests
Radiographic Image Interpretation, Computer-Assisted
Musculoskeletal Diseases
Ultrasonography
Pattern Recognition, Automated
Musculoskeletal System
Humans
Magnetic Resonance Imaging
Visual Perception
Orthopedic Surgeons
Reproducibility of Results
Machine Learning
Clinical Competence
CORR Insights®: Is Deep Learning On Par with Human Observers for Detection of Radiographically Visible and Occult Fractures of the Scaphoid?
Clinical orthopaedics and related research
Nov 1, 2020
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