Femoral head segmentation with convolutional neural networks in MR imaging slices of the patients with Legg-Calve-Perthes disease
In this paper, a study on semantic segmentation of the spheric (healthy) and aspheric
(pathological) femoral heads in magnetic resonance (MR) slices with the deep
Convolutional Neural Networks (CNNs) is presented. Femoral heads in bilateral hip MR
slices were successfully segmented with U-NET is an encoder-decoder network based deep
learning architecture. In the proposed study, bilateral hip MR slices which were acquired
with different imaging protocols in coronal imaging plane of the patients diagnosed with …
(pathological) femoral heads in magnetic resonance (MR) slices with the deep
Convolutional Neural Networks (CNNs) is presented. Femoral heads in bilateral hip MR
slices were successfully segmented with U-NET is an encoder-decoder network based deep
learning architecture. In the proposed study, bilateral hip MR slices which were acquired
with different imaging protocols in coronal imaging plane of the patients diagnosed with …
Femoral Head Segmentation with Convolutional Neural Networks in MR Imaging Slices of the Patients with Legg-Calve-Perthes Disease Evrisimsel Sinir Aglari ile …
In this paper, a study on semantic segmentation of the spheric (healthy) and aspheric
(pathological) femoral heads in magnetic resonance (MR) slices with the deep
Convolutional Neural Networks (CNNs) is presented. Femoral heads in bilateral hip MR
slices were successfully segmented with U-NET is an encoder-decoder network based deep
learning architecture. In the proposed study, bilateral hip MR slices which were acquired
with different imaging protocols in coronal imaging plane of the patients diagnosed with …
(pathological) femoral heads in magnetic resonance (MR) slices with the deep
Convolutional Neural Networks (CNNs) is presented. Femoral heads in bilateral hip MR
slices were successfully segmented with U-NET is an encoder-decoder network based deep
learning architecture. In the proposed study, bilateral hip MR slices which were acquired
with different imaging protocols in coronal imaging plane of the patients diagnosed with …
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