Skin Lesion Analysis and Cancer Detection Based on Machine/Deep Learning Techniques: A Comprehensive Survey

InSiNet: a deep convolutional approach to skin cancer detection and segmentation

(2022) Hatice Catal Reis et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Multiclass Skin Lesion Classification Using Hybrid Deep Features Selection and Extreme Learning Machine

(2022) Farhat Afza et al.   SENSORS

A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

(2022) Sidratul Montaha et al.   PLoS One

FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation

(2022) Ahmed Iqbal et al.   Cognitive Computation

A Machine Vision Approach for Classification of Skin Cancer Using Hybrid Texture Features

(2022) Syeda Shamaila Zareen et al.   Computational Intelligence and Neuroscience

Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey

(2022) Ahmed Iqbal et al.   International Journal of Multimedia Information Retrieval

Optimal deep neural network-driven computer aided diagnosis model for skin cancer

(2022) Areej A. Malibari et al.   COMPUTERS & ELECTRICAL ENGINEERING

Pixels to Classes: Intelligent Learning Framework for Multiclass Skin Lesion Localization and Classification

(2021) Muhammad Attique Khan et al.   COMPUTERS & ELECTRICAL ENGINEERING

A hierarchical three-step superpixels and deep learning framework for skin lesion classification

(2021) Farhat Afza et al.   METHODS

Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework

(2021) Muhammad Attique Khan et al.   PATTERN RECOGNITION LETTERS

Dense Encoder-Decoder–Based Architecture for Skin Lesion Segmentation

(2021) Saqib Qamar et al.   Cognitive Computation

Skin lesion segmentation from dermoscopic images by using Mask R-CNN, Retina-Deeplab, and graph-based methods

(2021) Fatemeh Bagheri et al.   Biomedical Signal Processing and Control

Diagnosing skin cancer via C‐means segmentation with enhanced fuzzy optimization

(2021) Nagayalanka Durgarao et al.   IET Image Processing

An explainable stacked ensemble of deep learning models for improved melanoma skin cancer detection

(2021) Mohammad Shorfuzzaman   MULTIMEDIA SYSTEMS

Skin cancer disease images classification using deep learning solutions

(2021) Maad M. Mijwil   MULTIMEDIA TOOLS AND APPLICATIONS

Fuzzy decision ontology for melanoma diagnosis using KNN classifier

(2021) Wiem Abbes et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep learning design for benign and malignant classification of skin lesions: a new approach

(2021) Wessam M. Salamaa et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A deep convolutional neural network-based pigmented skin lesion classification application and experts evaluation

(2021) Onur Sevli   NEURAL COMPUTING & APPLICATIONS

Deep learning architecture using transfer learning for classification of skin lesions

(2021) S. P. Godlin Jasil et al.   Journal of Ambient Intelligence and Humanized Computing

Skin Lesion Segmentation and Multiclass Classification Using Deep Learning Features and Improved Moth Flame Optimization

(2021) Muhammad Attique Khan et al.   Diagnostics

-Score-Based Secure Biomedical Model for Effective Skin Lesion Segmentation Over eHealth Cloud

(2021) Amitesh Singh Rajput et al.   ACM Transactions on Multimedia Computing Communications and Applications

Segmentation of Melanocytic Lesion Images Using Gamma Correction with Clustering of Keypoint Descriptors

(2021) Damilola Okuboyejo et al.   Diagnostics

A two‐stream deep neural network‐based intelligent system for complex skin cancer types classification

(2021) Muhammad Attique Khan et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Intelligent fusion-assisted skin lesion localization and classification for smart healthcare

(2021) Muhammad Attique Khan et al.   NEURAL COMPUTING & APPLICATIONS

Multi-Class Skin Lesion Detection and Classification via Teledermatology

(2021) Muhammad Attique Khan et al.   IEEE Journal of Biomedical and Health Informatics

Skin Lesion Segmentation with Improved Convolutional Neural Network

(2020) Şaban Öztürk et al.   JOURNAL OF DIGITAL IMAGING

Automatic skin lesion segmentation based on FC-DPN

(2020) Pufang Shan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Attentive boundary aware network for multi-scale skin lesion segmentation with adversarial training

(2020) Zenghui Wei et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A multi-class skin Cancer classification using deep convolutional neural networks

(2020) Saket S. Chaturvedi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Bag of feature and support vector machine based early diagnosis of skin cancer

(2020) Ginni Arora et al.   NEURAL COMPUTING & APPLICATIONS

Skin disease detection and segmentation using dynamic graph cut algorithm and classification through Naive Bayes classifier

(2020) V.R. Balaji et al.   MEASUREMENT

Genetic algorithm-based initial contour optimization for skin lesion border detection

(2020) Amira S. Ashour et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep learning based an automated skin lesion segmentation and intelligent classification model

(2020) Mohamed Yacin Sikkandar et al.   Journal of Ambient Intelligence and Humanized Computing

Automated Skin Lesion Segmentation Via an Adaptive Dual Attention Module

(2020) Huisi Wu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Skin lesion classification using decision trees and random forest algorithms

(2020) C. R. Dhivyaa et al.   Journal of Ambient Intelligence and Humanized Computing

Melanoma lesion detection and segmentation using deep region based convolutional neural network and fuzzy C-means clustering

(2019) Nudrat Nida et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Construction of saliency map and hybrid set of features for efficient segmentation and classification of skin lesion

(2019) Muhammad Attique Khan et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Detection of Skin Cancer Using SVM, Random Forest and kNN Classifiers

(2019) A. Murugan et al.   JOURNAL OF MEDICAL SYSTEMS

Microscopic skin laceration segmentation and classification: A framework of statistical normal distribution and optimal feature selection

(2019) Farhat Afza et al.   MICROSCOPY RESEARCH AND TECHNIQUE

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

(2019) Khalid M. Hosny et al.   PLoS One

Skin Lesion Segmentation in Dermoscopic Images with Combination of YOLO and GrabCut Algorithm

(2019) Halil Murat Ünver et al.   Diagnostics

Attention Residual Learning for Skin Lesion Classification

(2019) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

An integrated framework of skin lesion detection and recognition through saliency method and optimal deep neural network features selection

(2019) M. Attique Khan et al.   NEURAL COMPUTING & APPLICATIONS

OCE-NGC: A neutrosophic graph cut algorithm using optimized clustering estimation algorithm for dermoscopic skin lesion segmentation

(2019) Ahmed Refaat Hawas et al.   APPLIED SOFT COMPUTING

Skin cancer diagnosis based on optimized convolutional neural network

(2019) Ni Zhang et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Skin lesion segmentation and classification: A unified framework of deep neural network features fusion and selection

(2019) Muhammad Attique Khan et al.   EXPERT SYSTEMS

Integrated design of deep features fusion for localization and classification of skin cancer

(2019) Javeria Amin et al.   PATTERN RECOGNITION LETTERS

Developed Newton-Raphson based deep features selection framework for skin lesion recognition

(2019) Muhammad Attique Khan et al.   PATTERN RECOGNITION LETTERS

Transform domain representation-driven convolutional neural networks for skin lesion segmentation

(2019) Mansoureh Pezhman Pour et al.   EXPERT SYSTEMS WITH APPLICATIONS

An implementation of normal distribution based segmentation and entropy controlled features selection for skin lesion detection and classification

(2018) M. Attique Khan et al.   BMC CANCER

Segmentation of Melanoma Skin Lesion Using Perceptual Color Difference Saliency with Morphological Analysis

(2018) Oludayo O. Olugbara et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

An improved strategy for skin lesion detection and classification using uniform segmentation and feature selection based approach

(2018) Muhammad Nasir et al.   MICROSCOPY RESEARCH AND TECHNIQUE

SDI+: a Novel Algorithm for Segmenting Dermoscopic Images

(2018) Mario Rosario Guarracino et al.   IEEE Journal of Biomedical and Health Informatics

Skin Cancer Classification using Convolutional Neural Networks: Systematic Review (Preprint)

(2018) Titus Josef Brinker et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Dense Deconvolutional Network for Skin Lesion Segmentation

(2018) Hang Li et al.   IEEE Journal of Biomedical and Health Informatics

Skin lesion segmentation and recognition using multichannel saliency estimation and M-SVM on selected serially fused features

(2018) Tallha Akram et al.   Journal of Ambient Intelligence and Humanized Computing

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

(2018) Philipp Tschandl et al.   Scientific Data

Classification of melanoma from Dermoscopic data using machine learning techniques

(2018) Bethanney Janney.J et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Bagged textural and color features for melanoma skin cancer detection in dermoscopic and standard images

(2017) Naser Alfed et al.   EXPERT SYSTEMS WITH APPLICATIONS

Dermoscopic Image Segmentation via Multistage Fully Convolutional Networks

(2017) Lei Bi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks

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

Skin Cancer and Its Treatment: Novel Treatment Approaches with Emphasis on Nanotechnology

(2017) Kristjan Orthaber et al.   Journal of Nanomaterials

Saliency-Based Lesion Segmentation Via Background Detection in Dermoscopic Images

(2017) Euijoon Ahn et al.   IEEE Journal of Biomedical and Health Informatics

The Mole Mapper Study, mobile phone skin imaging and melanoma risk data collected using ResearchKit

(2017) Dan E. Webster et al.   Scientific Data

A Survey on Medical Image Segmentation

(2015) Saleha Masood et al.   Current Medical Imaging Reviews

A Nonlinear Hybrid Filter for Salt & Pepper Noise Removal from Color Images

(2015) Isma Irum et al.   Journal of Applied Research and Technology

UV Radiation and the Skin

(2013) John D'Orazio et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Skin Cancer: An Overview of Epidemiology and Risk Factors

(2013) Randy Gordon   Seminars in Oncology Nursing

Effect of Radiotherapy Dose and Volume on Relapse in Merkel Cell Cancer of the Skin

(2009) Matthew Foote et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS