Multimodal skin lesion classification using deep learning

Incidence of Actinic Keratosis and Risk of Skin Cancer in Subjects with Actinic Keratosis: A Population-based Cohort Study

(2018) J Lee et al.   ACTA DERMATO-VENEREOLOGICA

Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm

(2018) Seung Seog Han et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Deep Multimodal Learning: A Survey on Recent Advances and Trends

(2017) Dhanesh Ramachandram et al.   IEEE SIGNAL PROCESSING MAGAZINE

Pixel-level image fusion: A survey of the state of the art

(2017) Shutao Li et al.   Information Fusion

Continued Increase in Melanoma Incidence across all Socioeconomic Status Groups in California, 1998–2012

(2017) Christina A. Clarke et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Burden and treatment patterns of advanced basal cell carcinoma among commercially insured patients in a United States database from 2010 to 2014

(2017) Michael Migden et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Accuracy of dermatoscopy for the diagnosis of nonpigmented cancers of the skin

(2017) Christoph Sinz et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

A feature fusion system for basal cell carcinoma detection through data-driven feature learning and patient profile

(2017) P. Kharazmi et al.   SKIN RESEARCH AND TECHNOLOGY

An overview of multi-modal medical image fusion

(2016) Jiao Du et al.   NEUROCOMPUTING

Smartphone Teledermoscopy Referrals: A Novel Process for Improved Triage of Skin Cancer Patients

(2015) A Börve et al.   ACTA DERMATO-VENEREOLOGICA

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

(2015) Wenlu Zhang et al.   NEUROIMAGE

Histology image search using multimodal fusion

(2014) Juan C. Caicedo et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Melanoma recognition framework based on expert definition of ABCD for dermoscopic images

(2012) Qaisar Abbas et al.   SKIN RESEARCH AND TECHNOLOGY

Successful triage of patients referred to a skin lesion clinic using teledermoscopy (IMAGE IT trial)

(2010) E. Tan et al.   BRITISH JOURNAL OF DERMATOLOGY

Concentric decile segmentation of white and hypopigmented areas in dermoscopy images of skin lesions allows discrimination of malignant melanoma

(2010) Ankur Dalal et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Detection of atypical texture features in early malignant melanoma

(2009) Bijaya Shrestha et al.   SKIN RESEARCH AND TECHNOLOGY

Early Recognition at Last

(2008) Harald Kittler   ARCHIVES OF DERMATOLOGY