An Analysis of Detection and Diagnosis of Different Classes of Skin Diseases Using Artificial Intelligence-Based Learning Approaches with Hyper Parameters

On hyperparameter optimization of machine learning algorithms: Theory and practice

Li Yang, Abdallah Shami · Neurocomputing · 2020 · 2.9K citations · Full text

Artificial Intelligence, Hyperparameter Optimization, Model Optimization +9

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

Scientific Data · 2018 · 2.9K citations · Full text

Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning

Walaa Gouda, Najm Us Sama, Ghada Al-Waakid et al. · Healthcare · 2022 · 325 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Skin cancer diagnosis based on optimized convolutional neural network

Ni Zhang, Yixin Cai, Yong-Yong Wang et al. · Artificial Intelligence in Medicine · 2019 · 311 citations

Dermoscopic Image, Skin Cancer Diagnosis, Convolutional Neural Network +8

An Intelligent Learning System Based on Random Search Algorithm and Optimized Random Forest Model for Improved Heart Disease Detection

Ashir Javeed, Shijie Zhou, Yongjian Liao et al. · IEEE Access · 2019 · 281 citations · Full text

Search Optimization, Heart Failure, Engineering +21