Browsing PubMed İndeksli Yayınlar Koleksiyonu by Subject "Deep Learning"
Now showing items 1-3 of 3
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Deep convolutional neural networks for onychomycosis detection using microscopic images with KOH examination
(Wiley, 2022)Background: The diagnosis of superficial fungal infections is still mostly based on direct microscopic examination with Potassium Hydroxide solution. However, this method can be time consuming and its diagnostic accuracy ... -
MobileSkin: Classification of skin lesion images acquired using mobile phone-attached hand-held dermoscopes
(MDPI, 2022)Dermoscopy is the visual examination of the skin under a polarized or non-polarized light source. By using dermoscopic equipment, many lesion patterns that are invisible under visible light can be clearly distinguished. ... -
Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases
(Elsevier, 2022)The performance of a model in machine learning problems highly depends on the dataset and training algorithms. Choosing the right training algorithm can change the tale of a model. While some algorithms have a great ...
