Classification of Skin Disease Using Deep Learning Neural Networks with MobileNet V2 and LSTM
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Classification of Skin Disease Using Deep Learning Neural Networks with MobileNet V2 and LSTM
Authors
Keywords
-
Journal
SENSORS
Volume 21, Issue 8, Pages 2852
Publisher
MDPI AG
Online
2021-04-20
DOI
10.3390/s21082852
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- MR Images, Brain Lesions, and Deep Learning
- (2021) Darwin Castillo et al. Applied Sciences-Basel
- An improved thermal exchange optimization based GLCM for multi-level image segmentation
- (2020) Zhikai Xing et al. MULTIMEDIA TOOLS AND APPLICATIONS
- High-Density Surface EMG-Based Gesture Recognition Using a 3D Convolutional Neural Network
- (2020) Jiangcheng Chen et al. SENSORS
- Accurate BAPL Score Classification of Brain PET Images Based on Convolutional Neural Networks with a Joint Discriminative Loss Function †
- (2020) Ryosuke Sato et al. Applied Sciences-Basel
- A review on the long short-term memory model
- (2020) Greg Van Houdt et al. ARTIFICIAL INTELLIGENCE REVIEW
- Performance Evaluation of Convolutional Neural Network for Hand Gesture Recognition Using EMG
- (2020) Ali Raza Asif et al. SENSORS
- A Review of Convolutional Neural Network Applied to Fruit Image Processing
- (2020) José Naranjo-Torres et al. Applied Sciences-Basel
- MobileNetV2 Ensemble for Cervical Precancerous Lesions Classification
- (2020) Cătălin Buiu et al. Processes
- MRI Segmentation and Classification of Human Brain Using Deep Learning for Diagnosis of Alzheimer’s Disease: A Survey
- (2020) Nagaraj Yamanakkanavar et al. SENSORS
- Deep Learning System for COVID-19 Diagnosis Aid Using X-ray Pulmonary Images
- (2020) Javier Civit-Masot et al. Applied Sciences-Basel
- An improved approach for automatic spine canal segmentation using probabilistic boosting tree (PBT) with fuzzy support vector machine
- (2020) C. Viji et al. Journal of Ambient Intelligence and Humanized Computing
- Automatic ECG Diagnosis Using Convolutional Neural Network
- (2020) Roberta Avanzato et al. Electronics
- Identification of Human Ovarian Adenocarcinoma Cells with Cisplatin-Resistance by Feature Extraction of Gray Level Co-Occurrence Matrix Using Optical Images
- (2020) Chih-Ling Huang et al. Diagnostics
- MobileNet Based Apple Leaf Diseases Identification
- (2020) Chongke Bi et al. MOBILE NETWORKS & APPLICATIONS
- Plant Disease Classification: A Comparative Evaluation of Convolutional Neural Networks and Deep Learning Optimizers
- (2020) Muhammad Hammad Saleem et al. Plants-Basel
- Skin lesion classification using decision trees and random forest algorithms
- (2020) C. R. Dhivyaa et al. Journal of Ambient Intelligence and Humanized Computing
- Extraction of features from cross correlation in space and frequency domains for classification of skin lesions
- (2019) Saptarshi Chatterjee et al. Biomedical Signal Processing and Control
- Efficient skin lesion segmentation using separable-Unet with stochastic weight averaging
- (2019) Peng Tang et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Mobile Apps for Helping Patient-Users: Is It Still Far-Fetched?
- (2019) Charalampos Siristatidis et al. Sustainability
- Optimized Naive-Bayes and Decision Tree Approaches for fMRI Smoking Cessation Classification
- (2018) Amirhessam Tahmassebi et al. COMPLEXITY
- Fine-tuning Convolutional Neural Networks for Fine Art Classification
- (2018) Eva Cetinic et al. EXPERT SYSTEMS WITH APPLICATIONS
- Deep Takagi–Sugeno–Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules
- (2018) Yuanpeng Zhang et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
- A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing
- (2018) Ganjar Alfian et al. SENSORS
- Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery
- (2018) Masoud Mahdianpari et al. Remote Sensing
- Towards improving diagnosis of skin diseases by combining deep neural network and human knowledge
- (2018) Xinyuan Zhang et al. BMC Medical Informatics and Decision Making
- Skin Disease Recognition Method Based on Image Color and Texture Features
- (2018) Li-sheng Wei et al. Computational and Mathematical Methods in Medicine
- Skin lesion classification with ensembles of deep convolutional neural networks
- (2018) Balazs Harangi JOURNAL OF BIOMEDICAL INFORMATICS
- Image classification based on quantum K-Nearest-Neighbor algorithm
- (2018) Yijie Dang et al. Quantum Information Processing
- Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE), and Random Forest
- (2018) Muhammad Ijaz et al. Applied Sciences-Basel
- The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions
- (2018) Philipp Tschandl et al. Scientific Data
- Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks
- (2017) Lequan Yu et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- A Learning Health Care System Using Computer-Aided Diagnosis
- (2017) Amos Cahan et al. JOURNAL OF MEDICAL INTERNET RESEARCH
- Learning scale-variant and scale-invariant features for deep image classification
- (2017) Nanne van Noord et al. PATTERN RECOGNITION
- An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification
- (2017) Ashnil Kumar et al. IEEE Journal of Biomedical and Health Informatics
- Bacterial Skin and Soft Tissue Infections in Adults: A Review of Their Epidemiology, Pathogenesis, Diagnosis, Treatment and Site Of Care
- (2016) Vincent Ki et al. Canadian Journal of Infectious Diseases & Medical Microbiology
- Crafting Appealing Text Messages to Encourage Colorectal Cancer Screening Test Completion: A Qualitative Study
- (2015) Kathryn E Weaver et al. JMIR mHealth and uHealth
- Fuzzy prediction architecture using recurrent neural networks
- (2008) Daniel Graves et al. NEUROCOMPUTING
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started