AIMC Journal:
BMC medical imaging

Showing 251 to 252 of 252 articles

Melanoma diagnosis using deep learning techniques on dermatoscopic images.

BMC medical imaging Jan 6, 2021
BACKGROUND: Melanoma has become more widespread over the past 30 years and early detection is a major factor in reducing mortality rates associated with this type of skin cancer. Therefore, having access to an automatic, reliable system that is able ...
Humans Melanoma Skin Neoplasms Dermoscopy Deep Learning ROC Curve Image Interpretation, Computer-Assisted
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Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization.

BMC medical imaging May 4, 2017
BACKGROUND: Segmentation of gliomas in multi-parametric (MP-)MR images is challenging due to their heterogeneous nature in terms of size, appearance and location. Manual tumor segmentation is a time-consuming task and clinical practice would benefit ...
Humans Machine Learning Algorithms Female Reproducibility of Results Adult Sensitivity and Specificity Brain Neoplasms Male User-Computer Interface Glioma Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement
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