AIMC Topic: Musculoskeletal Diseases

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Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges.

Arthritis research & therapy Mar 11, 2022
Histopathology is widely used to analyze clinical biopsy specimens and tissues from pre-clinical models of a variety of musculoskeletal conditions. Histological assessment relies on scoring systems that require expertise, time, and resources, which c...
Machine Learning Image Processing, Computer-Assisted Musculoskeletal Diseases Humans
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Editorial for "Deep Learning Assisted Diagnosis of Musculoskeletal Tumors Based Upon Contrast-Enhanced Magnetic Resonance Imaging".

Journal of magnetic resonance imaging : JMRI Dec 22, 2021
Magnetic Resonance Imaging Humans Image Interpretation, Computer-Assisted Neoplasms Musculoskeletal Diseases Deep Learning
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A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders.

Sensors (Basel, Switzerland) Aug 2, 2021
The change from face-to-face work to teleworking caused by the pandemic has induced multiple workers to spend more time than usual in front of a computer; in addition, the sudden installation of workstations in homes means that not all of them meet t...
Posture Musculoskeletal Diseases Teleworking Occupational Diseases Humans Deep Learning
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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...
Artificial Intelligence Machine Learning Forecasting Humans Emergency Service, Hospital Musculoskeletal Diseases
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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...
Gastrointestinal Diseases Protein Interaction Mapping Metabolic Diseases Terminology as Topic Immune System Diseases Metabolic Networks and Pathways Neurodegenerative Diseases Amino Acid Sequence Musculoskeletal Diseases Supervised Machine Learning Computational Biology Predictive Value of Tests Neoplasms Gene Regulatory Networks Humans Mental Disorders
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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...
Medical Oncology Diagnostic Imaging Humans Musculoskeletal Diseases Image Interpretation, Computer-Assisted Artificial Intelligence
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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...
Image Interpretation, Computer-Assisted Musculoskeletal Diseases Humans Image Enhancement Deep Learning Contrast Media Magnetic Resonance Imaging
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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...
Algorithms Magnetic Resonance Imaging Musculoskeletal Diseases Humans Artificial Intelligence
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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...
Musculoskeletal System Image Interpretation, Computer-Assisted Musculoskeletal Diseases Artificial Intelligence Humans Tomography, X-Ray Computed Magnetic Resonance Imaging
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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...
Artificial Intelligence Radiography Lung Diseases Musculoskeletal Diseases Radiographic Image Interpretation, Computer-Assisted Humans Radiography, Thoracic Musculoskeletal System
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