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Deep Learning-Based High-Frequency Ultrasound Skin Image Classification with Multicriteria Model Evaluation
This study presents the first application of convolutional neural networks to high-frequency ultrasound skin image classification. This type of imaging opens up new opportunities in dermatology, showing inflammatory diseases such as atopic dermatitis, psoriasis, or skin lesions. We collected a datab...
Autores principales: | Czajkowska, Joanna, Badura, Pawel, Korzekwa, Szymon, Płatkowska-Szczerek, Anna, Słowińska, Monika |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434172/ https://www.ncbi.nlm.nih.gov/pubmed/34502735 http://dx.doi.org/10.3390/s21175846 |
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