نتایج جستجو برای: classification lesion
تعداد نتایج: 583085 فیلتر نتایج به سال:
Melanoma is the most lethal malignant tumour, and its prevalence increasing. Early detection diagnosis of skin cancer can alert patients to manage precautions dramatically improve lives people. Recently, deep learning has grown increasingly popular in extraction categorization features for effective prediction. A model learns co-adapts representations from training data point where it fails per...
Abstract Currently, convolutional neural networks (CNNs) have made remarkable achievements in skin lesion classification because of their end-to-end feature representation abilities. However, precise is still challenging the following three issues: (1) insufficient training samples, (2) inter-class similarities and intra-class variations, (3) lack ability to focus on discriminative parts. To ad...
The Calcifying Cystic Odontogenic Tumor(CCOT) is an uncommon lesion that demonstrates considerable histopathologic diversity and variable clinical behavior. A CCOT is rarely found in everyday practice. According to Kramer and Pindborg as well as majority of other authors’ classification, since 1992 the World Health Organization favored the use of the term calcifying cystic odontogenic tumor, de...
Skin lesions have become a critical illness worldwide, and the earlier identification of skin using dermoscopic images can raise survival rate. Classification lesion from those will be tedious task. The accuracy classification is improved by use deep learning models. Recently, convolutional neural networks (CNN) been established in this domain, their techniques are extremely for feature extract...
OBJECTIVES A novel characterization of Clinically Isolated Syndrome (CIS) patients according to lesion patterns is proposed. More specifically, patients are classified according to the nature of inflammatory lesions patterns. It is expected that this characterization can infer new prospective figures from the earliest imaging signs of Multiple Sclerosis (MS), since it can provide a classificati...
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