Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection

A GAN-based image synthesis method for skin lesion classification

(2020) Zhiwei Qin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Explainable skin lesion diagnosis using taxonomies

(2020) Catarina Barata et al.   PATTERN RECOGNITION

Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification

(2020) Amirreza Mahbod et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Artificial intelligence-based image classification methods for diagnosis of skin cancer: Challenges and opportunities

(2020) Manu Goyal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Dermoscopy Image Analysis: Overview and Future Directions

(2019) M. Emre Celebi et al.   IEEE Journal of Biomedical and Health Informatics

DermoDeep-A classification of melanoma-nevus skin lesions using multi-feature fusion of visual features and deep neural network

(2019) Qaisar Abbas et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images

(2019) Jason R. Hagerty et al.   IEEE Journal of Biomedical and Health Informatics

The impact of patient clinical information on automated skin cancer detection

(2019) Andre G.C. Pacheco et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Multi-class multi-level classification algorithm for skin lesions classification using machine learning techniques

(2019) Nazia Hameed et al.   EXPERT SYSTEMS WITH APPLICATIONS

Techniques and algorithms for computer aided diagnosis of pigmented skin lesions—A review

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

Cell death-based treatments of melanoma:conventional treatments and new therapeutic strategies

(2018) Gianfranco Mattia et al.   Cell Death & Disease

7-Point Checklist and Skin Lesion Classification using Multi-Task Multi-Modal Neural Nets

(2018) Jeremy Kawahara et al.   IEEE Journal of Biomedical and Health Informatics

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

Diagnosis and treatment of melanoma. European consensus-based interdisciplinary guideline – Update 2016

(2016) Claus Garbe et al.   EUROPEAN JOURNAL OF CANCER

Classification of malignant melanoma and benign skin lesions: implementation of automatic ABCD rule

(2016) Reda Kasmi et al.   IET Image Processing

Computerized analysis of pigmented skin lesions: A review

(2012) Konstantin Korotkov et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Classifier chains for multi-label classification

(2011) Jesse Read et al.   MACHINE LEARNING