Computer vision for microscopic skin cancer diagnosis using handcrafted and non‐handcrafted features
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Computer vision for microscopic skin cancer diagnosis using handcrafted and non‐handcrafted features
Authors
Keywords
-
Journal
MICROSCOPY RESEARCH AND TECHNIQUE
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2021-01-06
DOI
10.1002/jemt.23686
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Microscopic melanoma detection and classification: A framework of pixel‐based fusion and multilevel features reduction
- (2020) Amjad Rehman et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Classification of stomach infections: A paradigm of convolutional neural network along with classical features fusion and selection
- (2020) Abdul Majid et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Detecting Pneumonia Using Convolutions and Dynamic Capsule Routing for Chest X-ray Images
- (2020) Ansh Mittal et al. SENSORS
- A GAN-based image synthesis method for skin lesion classification
- (2020) Zhiwei Qin et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Entropy‐controlled deep features selection framework for grape leaf diseases recognition
- (2020) Alishba Adeel et al. EXPERT SYSTEMS
- Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges
- (2020) Tanzila Saba Journal of Infection and Public Health
- Secure and energy-efficient framework using Internet of Medical Things for e-healthcare
- (2020) Tanzila Saba et al. Journal of Infection and Public Health
- Skin disease detection and segmentation using dynamic graph cut algorithm and classification through Naive Bayes classifier
- (2020) V.R. Balaji et al. MEASUREMENT
- Mobile-Health Applications for the Efficient Delivery of Health Care Facility to People with Dementia (PwD) and Support to Their Carers: A Survey
- (2019) Kanwal Yousaf et al. Biomed Research International
- An ensemble classification of exudates in color fundus images using an evolutionary algorithm based optimal features selection
- (2019) Hidayat Ullah et al. MICROSCOPY RESEARCH AND TECHNIQUE
- 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
- Feature enhancement framework for brain tumor segmentation and classification
- (2019) Bilal Tahir et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Brain tumor detection and classification: A framework of marker-based watershed algorithm and multilevel priority features selection
- (2019) Muhammad A. Khan et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Cloud-based decision support system for the detection and classification of malignant cells in breast cancer using breast cytology images
- (2019) Tanzila Saba et al. MICROSCOPY RESEARCH AND TECHNIQUE
- A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task
- (2019) Titus J. Brinker et al. EUROPEAN JOURNAL OF CANCER
- Plasmodium species aware based quantification of malaria parasitemia in light microscopy thin blood smear
- (2019) Naveed Abbas et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Lungs nodule detection framework from computed tomography images using support vector machine
- (2019) Sajid A. Khan et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Deep learning model integrating features and novel classifiers fusion for brain tumor segmentation
- (2019) Sajid Iqbal et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Region Extraction and Classification of Skin Cancer: A Heterogeneous framework of Deep CNN Features Fusion and Reduction
- (2019) Tanzila Saba et al. JOURNAL OF MEDICAL SYSTEMS
- Detection of Skin Cancer Using SVM, Random Forest and kNN Classifiers
- (2019) A. Murugan et al. JOURNAL OF MEDICAL SYSTEMS
- Automated lung nodule detection and classification based on multiple classifiers voting
- (2019) Tanzila Saba MICROSCOPY RESEARCH AND TECHNIQUE
- 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
- Human Behavior Analysis Based on Multi-Types Features Fusion and Von Nauman Entropy Based Features Reduction
- (2019) Khursheed Aurangzeb et al. Journal of Medical Imaging and Health Informatics
- Brain Tumor Detection using Fusion of Hand Crafted and Deep Learning Features
- (2019) Tanzila Saba et al. Cognitive Systems Research
- Brain tumor detection using statistical and machine learning method
- (2019) Javaria Amin et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features
- (2019) Tanzila Saba et al. JOURNAL OF MEDICAL SYSTEMS
- Hand-crafted and deep convolutional neural network features fusion and selection strategy: An application to intelligent human action recognition
- (2019) Muhammad Attique Khan et al. APPLIED SOFT COMPUTING
- Computational texture features of dermoscopic images and their link to the descriptive terminology: A survey
- (2019) Lidia Talavera-Martínez et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- A Deep Learning Approach for Automated Diagnosis and Multi-Class Classification of Alzheimer’s Disease Stages Using Resting-State fMRI and Residual Neural Networks
- (2019) Farheen Ramzan et al. JOURNAL OF MEDICAL SYSTEMS
- Brain tumor detection: a long short-term memory (LSTM)-based learning model
- (2019) Javaria Amin et al. NEURAL COMPUTING & APPLICATIONS
- Deep learning-based, computer-aided classifier developed with a small dataset of clinical images surpasses board-certified dermatologists in skin tumor diagnosis
- (2018) Y. Fujisawa et al. BRITISH JOURNAL OF DERMATOLOGY
- Behind the scenes: A medical natural language processing project
- (2018) Joy T. Wu et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- 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
- Automated Dermatological Diagnosis: Hype or Reality?
- (2018) Cristian Navarrete-Dechent et al. JOURNAL OF INVESTIGATIVE DERMATOLOGY
- Brain tumor segmentation in multi-spectral MRI using convolutional neural networks (CNN)
- (2018) Sajid Iqbal et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Microscopic abnormality classification of cardiac murmurs using ANFIS and HMM
- (2018) H. M. Fahad et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Rouleaux red blood cells splitting in microscopic thin blood smear images via local maxima, circles drawing, and mapping with original RBCs
- (2018) Amjad Rehman et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Removal of pectoral muscle based on topographic map and shape-shifting silhouette
- (2018) Bushra Mughal et al. BMC CANCER
- Evaluation of Levenberg–Marquardt neural networks and stacked autoencoders clustering for skin lesion analysis, screening and follow-up
- (2018) Francesco Rundo et al. IET Computer Vision
- Skin Cancer Classification using Convolutional Neural Networks: Systematic Review (Preprint)
- (2018) Titus Josef Brinker et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Microscopic malaria parasitemia diagnosis and grading on benchmark datasets
- (2018) Amjad Rehman et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Dynamic hardware system for cascade SVM classification of melanoma
- (2018) Shereen Afifi et al. NEURAL COMPUTING & APPLICATIONS
- Classification of acute lymphoblastic leukemia using deep learning
- (2018) Amjad Rehman et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Plasmodium life cycle stage classification based quantification of malaria parasitaemia in thin blood smears
- (2018) Naveed Abbas et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Fundus image classification methods for the detection of glaucoma: A review
- (2018) Tanzila Saba et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Fuzzy C-means and region growing based classification of tumor from mammograms using hybrid texture feature
- (2018) Tariq Sadad et al. Journal of Computational Science
- Melanoma Classification on Dermoscopy Images Using a Neural Network Ensemble Model
- (2017) Fengying Xie et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A novel classification scheme to decline the mortality rate among women due to breast tumor
- (2017) Bushra Mughal et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Retinal imaging analysis based on vessel detection
- (2017) Arshad Jamal et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Segmentation and classification of melanoma and benign skin lesions
- (2017) Fekrache Dalila et al. OPTIK
- Image Enhancement and Segmentation Techniques for Detection of Knee Joint Diseases: A Survey
- (2017) Tanzila Saba et al. Current Medical Imaging Reviews
- Novel Approaches for Diagnosing Melanoma Skin Lesions Through Supervised and Deep Learning Algorithms
- (2016) J. Premaladha et al. JOURNAL OF MEDICAL SYSTEMS
- Automated nuclei segmentation of malignant using level sets
- (2016) Ahmed Husham et al. MICROSCOPY RESEARCH AND TECHNIQUE
- Machine aided malaria parasitemia detection in Giemsa-stained thin blood smears
- (2016) Naveed Abbas et al. NEURAL COMPUTING & APPLICATIONS
- Fuzzy Phoneme Classification Using Multi-speaker Vocal Tract Length Normalization
- (2014) Jensen Wong Jing Lung et al. IETE TECHNICAL REVIEW
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search