A Deep Learning System for Synthetic Knee Magnetic Resonance Imaging: Is Artificial Intelligence‐Based Fat-Suppressed Imaging Feasible?

LM Fayad, VS Parekh, R de Castro Luna… - Investigative …, 2021 - journals.lww.com
… were retrospectively reviewed separately by 3 musculoskeletal radiologists (with 15, 6, and
1 years of postresidency experience, the latter 2 being musculoskeletal imaging fellows) in a …

Artificial intelligence in diagnosing upper limb musculoskeletal disorders: a systematic review and meta-analysis of diagnostic tests

G Droppelmann, C Rodríguez… - EFORT Open …, 2024 - eor.bioscientifica.com
… of artificial intelligence (AI) in radiology has revolutionized diagnostics, optimizing precision
and decision-making. Specifically in musculoskeletal imaging, … in detecting musculoskeletal

MRI advancements in musculoskeletal clinical and research practice

DB Sneag, F Abel, HG Potter, J Fritz, MF Koff… - Radiology, 2023 - pubs.rsna.org
… tools (ie, those not directly involved in medical image interpretation) are likely to enter the …
in medical image interpretation). Artificial intelligence–based image reconstruction algorithms …

The role of artificial intelligence in treating musculoskeletal disorders

A Achunair, V Patel - Critical Reviews™ in Physical and …, 2020 - dl.begellhouse.com
… To manage the rising levels of musculoskeletal conditions, artificial intelligence (AI) is
being … Artificial intelligence has been used in the healthcare through surgical and imaging

A stepwise approach to analyzing musculoskeletal imaging data with artificial intelligence

JP Mickley, AF Grove, P Rouzrokh… - Arthritis Care & …, 2024 - Wiley Online Library
… of artificial intelligence may be a solution to handle large datasets. In particular, computer
vision is a field within artificial intelligence … an overview of artificial intelligence in rheumatology …

AI in musculoskeletal radiology

S Nehrer, P Meier, MD DiFranco, Z Bertalan… - Artificial intelligence in …, 2021 - Springer
… is a field of computer science and a component of artificial intelligence. Computer programs,
… on imaging of the bones and joints, as well as the spine and soft tissues. MSK imaging is …

Applications of machine learning for imaging-driven diagnosis of musculoskeletal malignancies—a scoping review

F Hinterwimmer, S Consalvo, J Neumann… - European …, 2022 - Springer
Machine learning (ML) and the subset deep learning (DL) represent distinct applications
of artificial intelligence (AI), which evolved from pattern recognition and learning theory. ML is …

Image-based biomechanical models of the musculoskeletal system

F Galbusera, A Cina, M Panico, D Albano… - European radiology …, 2020 - Springer
… of the techniques used for image segmentation, meshing, and … musculoskeletal system.
Both consolidated methods and recent advances such as those based on artificial intelligence

Artificial intelligence in the evaluation of body composition

B Wang, M Torriani - Seminars in Musculoskeletal Radiology, 2020 - thieme-connect.com
… including the application of artificial intelligence and deep learning to tissue segmentation. …
Currently, a popular framework for ML in imaging is the artificial neural network. An artificial

Quantification in musculoskeletal imaging using computational analysis and machine learning: segmentation and radiomics

MB Cuadra, J Favre, P Omoumi - Seminars in musculoskeletal …, 2020 - thieme-connect.com
… [92] A PubMed/Medline search for articles on bone/fracture/osteoporosis and artificial
intelligence/machine learning/deep learning, published from January 2017 to March 2019 was …