Magnetic Resonance Imaging (M.R.I.)
Convolutional Neural Network (C.N.N.)
Deep learning (D.L.)
Musculoskeletal (M.S.K.)
Knee
Meniscus
Tear
Area Under the Curve (A.U.C.)
...Show More Authors
The meniscus has a crucial function in human anatomy, and Magnetic Resonance Imaging (M.R.I.) plays an essential
role in meniscus assessment. It is difficult to identify cartilage lesions using typical image processing approaches
because the M.R.I. data is so diverse. An M.R.I. data sequence comprises numerous images, and the attributes area
we are searching for may differ from each image in the series. Therefore, feature extraction gets more complicated,
hence specifically, traditional image processing becomes very complex. In traditional image processing, a human tells
a computer what should be there, but a deep learning (D.L.) algorithm extracts the features of what is already there
automatically. The surface changes become valuable when
...
Show More