Open Source Software for Automatic Subregional Assessment of Knee Cartilage Degradation Using Quantitative T2 Relaxometry and Deep Learning.
Kevin A ThomasDominik KrzemińskiŁukasz KidzińskiRohan PaulElka B RubinEni HalilajMarianne S BlackAkshay ChaudhariGarry E GoldScott L DelpPublished in: Cartilage (2021)
Assessments of cartilage health using our fully automated segmentation model agreed with those of an expert as closely as experts agreed with one another. This has the potential to accelerate osteoarthritis research.
Keyphrases
- deep learning
- convolutional neural network
- knee osteoarthritis
- artificial intelligence
- extracellular matrix
- healthcare
- public health
- total knee arthroplasty
- machine learning
- human health
- rheumatoid arthritis
- mental health
- high resolution
- health information
- risk assessment
- health promotion
- data analysis
- anterior cruciate ligament
- anterior cruciate ligament reconstruction
- clinical evaluation
- social media