AIMC Topic: Musculoskeletal Diseases
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Musculoskeletal trauma and artificial intelligence: current trends and projections.
Skeletal radiology
Jun 5, 2021
Musculoskeletal trauma accounts for a significant fraction of emergency department visits and patients seeking urgent care, with a high financial cost to society. Diagnostic imaging is indispensable in the workup and management of trauma patients. Ho...
A network-based machine-learning framework to identify both functional modules and disease genes.
Human genetics
Jan 7, 2021
Disease gene identification is a critical step towards uncovering the molecular mechanisms of diseases and systematically investigating complex disease phenotypes. Despite considerable efforts to develop powerful computing methods, candidate gene ide...
Terminology as Topic
Gastrointestinal Diseases
Protein Interaction Mapping
Amino Acid Sequence
Gene Regulatory Networks
Musculoskeletal Diseases
Computational Biology
Immune System Diseases
Metabolic Diseases
Predictive Value of Tests
Metabolic Networks and Pathways
Humans
Neurodegenerative Diseases
Mental Disorders
Supervised Machine Learning
Neoplasms
Artificial intelligence in musculoskeletal oncological radiology.
Radiology and oncology
Nov 10, 2020
BACKGROUND: Due to the rarity of primary bone tumors, precise radiologic diagnosis often requires an experienced musculoskeletal radiologist. In order to make the diagnosis more precise and to prevent the overlooking of potentially dangerous conditio...
Improving Quantitative Magnetic Resonance Imaging Using Deep Learning.
Seminars in musculoskeletal radiology
Sep 29, 2020
Deep learning methods have shown promising results for accelerating quantitative musculoskeletal (MSK) magnetic resonance imaging (MRI) for T2 and T1ρ relaxometry. These methods have been shown to improve musculoskeletal tissue segmentation on parame...
Musculoskeletal trauma imaging in the era of novel molecular methods and artificial intelligence.
Injury
Sep 16, 2020
Over the past decade rapid advancements in molecular imaging (MI) and artificial intelligence (AI) have revolutionized traditional musculoskeletal radiology. Molecular imaging refers to the ability of various methods to in vivo characterize and quant...
Applications of Artificial Intelligence in Musculoskeletal Imaging: From the Request to the Report.
Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes
Aug 18, 2020
Artificial intelligence (AI) will transform every step in the imaging value chain, including interpretive and noninterpretive components. Radiologists should familiarize themselves with AI developments to become leaders in their clinical implementati...
Artificial Intelligence Solutions for Analysis of X-ray Images.
Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes
Aug 6, 2020
Artificial intelligence (AI) presents a key opportunity for radiologists to improve quality of care and enhance the value of radiology in patient care and population health. The potential opportunity of AI to aid in triage and interpretation of conve...
Acceptance and Commitment Therapy Delivered via a Mobile Phone Messaging Robot to Decrease Postoperative Opioid Use in Patients With Orthopedic Trauma: Randomized Controlled Trial.
Journal of medical Internet research
Jul 29, 2020
BACKGROUND: Acceptance and commitment therapy (ACT) is a pragmatic approach to help individuals decrease avoidable pain.
A novel vision-based real-time method for evaluating postural risk factors associated with musculoskeletal disorders.
Applied ergonomics
May 4, 2020
Real-time risk assessment for work-related musculoskeletal disorders (MSD) has been a challenging research problem. Previous methods such as using depth cameras suffered from limited visual range and wearable sensors could cause intrusiveness to the ...
Measuring Biomechanical Risk in Lifting Load Tasks Through Wearable System and Machine-Learning Approach.
Sensors (Basel, Switzerland)
Mar 11, 2020
Ergonomics evaluation through measurements of biomechanical parameters in real time has a great potential in reducing non-fatal occupational injuries, such as work-related musculoskeletal disorders. Assuming a correct posture guarantees the avoidance...
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