Classification of skin lesions using transfer learning and augmentation with Alex-net

A methodological approach to classify typical and atypical pigment network patterns for melanoma diagnosis

(2018) Sameena Pathan et al.   Biomedical Signal Processing and Control

Cancer statistics, 2018

(2018) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer

(2018) Ana Catarina Fidalgo Barata et al.   IEEE Journal of Biomedical and Health Informatics

Deep learning ensembles for melanoma recognition in dermoscopy images

(2017) N. C. F. Codella et al.   IBM JOURNAL OF RESEARCH AND DEVELOPMENT

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

(2017) Lequan Yu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Adaptable pattern recognition system for discriminating Melanocytic Nevi from Malignant Melanomas using plain photography images from different image databases

(2017) Spiros A. Kostopoulos et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MED-NODE: A computer-assisted melanoma diagnosis system using non-dermoscopic images

(2015) Ioannis Giotis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

Understanding sensitivity, specificity and predictive values

(2014) Miodrag Stojanovic et al.   Vojnosanitetski Pregled

An ensemble classification approach for melanoma diagnosis

(2014) Gerald Schaefer et al.   Memetic Computing