相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Deep learning-based diagnosis models for onychomycosis in dermoscopy
Xianzhong Zhu et al.
MYCOSES (2022)
Comparative analysis of image classification algorithms based on traditional machine learning and deep learning
Pin Wang et al.
PATTERN RECOGNITION LETTERS (2021)
A Deep Learning Approach for Histopathological Diagnosis of Onychomycosis: Not Inferior to Analogue Diagnosis by Histopathologists
Florence Decroos et al.
ACTA DERMATO-VENEREOLOGICA (2021)
Artificial Intelligence in Dermatology-Where We Are and the Way to the Future: A Review
Daniel T. Hogarty et al.
AMERICAN JOURNAL OF CLINICAL DERMATOLOGY (2020)
PASandGMSutility in dermatopathology: Review of the current medical literature
Sara C. Shalin et al.
JOURNAL OF CUTANEOUS PATHOLOGY (2020)
Prospective, comparative evaluation of a deep neural network and dermoscopy in the diagnosis of onychomycosis
Young Jae Kim et al.
PLOS ONE (2020)
Evaluation Of The Efficacy Of Fluorescent Staining And Chicago Sky Blue Staining As Methods For Diagnosis Of Dermatophytosis In Hair And Nails
Basma Mourad et al.
CLINICAL COSMETIC AND INVESTIGATIONAL DERMATOLOGY (2019)
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis
Xiaoxuan Liu et al.
LANCET DIGITAL HEALTH (2019)
Deep Learning in Microscopy Image Analysis: A Survey
Fuyong Xing et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)
Deep neural networks show an equivalent and often superior performance to dermatologists in onychomycosis diagnosis: Automatic construction of onychomycosis datasets by region-based convolutional deep neural network
Seung Seog Han et al.
PLOS ONE (2018)
Image Preprocessing for Efficient Training of YOLO Deep Learning Networks
Hyeok-June Jeong et al.
2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP) (2018)
Machine Learning for Medical Imaging1
Bradley J. Erickson et al.
RADIOGRAPHICS (2017)
Meta-analysis of the utility of culture, biopsy, and direct KOH examination for the diagnosis of onychomycosis
Veronica Velasquez-Agudelo et al.
BMC INFECTIOUS DISEASES (2017)
Do We Need More Training Data?
Xiangxin Zhu et al.
INTERNATIONAL JOURNAL OF COMPUTER VISION (2016)
The diagnostic value of fungal fluorescence in onychomycosis
Munir H. Idriss et al.
JOURNAL OF CUTANEOUS PATHOLOGY (2013)
Comparison of direct microscopy, culture and calcofluor white for the diagnosis of onychomycosis
Alexandro Bonifaz et al.
REVISTA IBEROAMERICANA DE MICOLOGIA (2013)
Update: nail unit dermatopathology
Campbell L. Stewart et al.
DERMATOLOGIC THERAPY (2012)
Onychomycosis: Newer insights in pathogenesis and diagnosis
Chander Grover et al.
INDIAN JOURNAL OF DERMATOLOGY VENEREOLOGY & LEPROLOGY (2012)