Medical Image Classification Using Transfer Learning and Chaos Game Optimization on the Internet of Medical Things

A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images

(2022) David Opeoluwa Oyewola et al.   APPLIED ARTIFICIAL INTELLIGENCE

An Intelligent System for Early Recognition of Alzheimer’s Disease Using Neuroimaging

(2022) Modupe Odusami et al.   SENSORS

Two-Stage Classification Model for the Prediction of Heart Disease Using IoMT and Artificial Intelligence

(2022) S. Manimurugan et al.   SENSORS

Application of Intelligent Medical Equipment Management System Based on Internet of Things Technology

(2022) Wei Ren et al.   Journal of Healthcare Engineering

Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation

(2022) Zhizhe Liu et al.   IEEE Journal of Biomedical and Health Informatics

Federated Machine Learning for Detection of Skin Diseases and Enhancement of Internet of Medical Things (IoMT) Security

(2022) Md. Nazmul Hossen et al.   IEEE Journal of Biomedical and Health Informatics

LBECR: load balanced, efficient clustering and routing protocol for sustainable internet of things in smart cities

(2022) Pawan Singh Mehra   Journal of Ambient Intelligence and Humanized Computing

Improving Crisis Events Detection Using DistilBERT with Hunger Games Search Algorithm

(2022) Hadeer Adel et al.   Mathematics

Smart bed notification system base on Internet of Things for fall prevention in patients with stroke

(2022) Taryudi Taryudi et al.   Journal of Medical Engineering and Technology

Depress-DCNF: A deep convolutional neuro-fuzzy model for detection of depression episodes using IoMT

(2022) Akshi Kumar et al.   APPLIED SOFT COMPUTING

TATL: Task agnostic transfer learning for skin attributes detection

(2022) Duy M.H. Nguyen et al.   MEDICAL IMAGE ANALYSIS

Intelligent Medical IoT-Enabled Automated Microscopic Image Diagnosis of Acute Blood Cancers

(2022) Mohamed Esmail Karar et al.   SENSORS

Medical Image Classification Utilizing Ensemble Learning and Levy Flight-Based Honey Badger Algorithm on 6G-Enabled Internet of Things

(2022) Mohamed Abd Elaziz et al.   Computational Intelligence and Neuroscience

TTCNN: A Breast Cancer Detection and Classification towards Computer-Aided Diagnosis Using Digital Mammography in Early Stages

(2022) Sarmad Maqsood et al.   Applied Sciences-Basel

IoMT-fog-cloud based architecture for Covid-19 detection

(2022) M.A. Khelili et al.   Biomedical Signal Processing and Control

SEOpinion: Summarization and Exploration of Opinion from E-Commerce Websites

(2021) Alhassan Mabrouk et al.   SENSORS

Hunger Games Search: Visions, Conception, Implementation, Deep Analysis, Perspectives, and Towards Performance Shifts

(2021) Yutao Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2021) Farhat Afza et al.   METHODS

Automatic identification of Chagas disease vectors using data mining and deep learning techniques

(2021) Zeinab Parsons et al.   Ecological Informatics

A clustering based Swarm Intelligence optimization technique for the Internet of Medical Things

(2021) Engy El-shafeiy et al.   EXPERT SYSTEMS WITH APPLICATIONS

Efficient Anomaly Detection from Medical Signals and Images with CNNs for IoMT Systems

(2021) Ali A. Khalil et al.   International Journal for Numerical Methods in Biomedical Engineering

A survey on active learning and human-in-the-loop deep learning for medical image analysis

(2021) Samuel Budd et al.   MEDICAL IMAGE ANALYSIS

Botnet Attack Detection Using Local Global Best Bat Algorithm for Industrial Internet of Things

(2021) Abdullah Alharbi et al.   Electronics

Domain- and task-specific transfer learning for medical segmentation tasks

(2021) Riaan Zoetmulder et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Robustness of transfer learning to image degradation

(2021) Sijin Ren et al.   EXPERT SYSTEMS WITH APPLICATIONS

Recent advancements and challenges of Internet of Things in smart agriculture: A survey

(2021) Bam Bahadur Sinha et al.   Future Generation Computer Systems-The International Journal of eScience

Distant Domain Transfer Learning for Medical Imaging

(2021) Shuteng Niu et al.   IEEE Journal of Biomedical and Health Informatics

A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images

(2020) Vikash Chouhan et al.   Applied Sciences-Basel

Convolutional descriptors aggregation via cross-net for skin lesion recognition

(2020) Zhen Yu et al.   APPLIED SOFT COMPUTING

Chaos Game Optimization: a novel metaheuristic algorithm

(2020) Siamak Talatahari et al.   ARTIFICIAL INTELLIGENCE REVIEW

A new approach for classification skin lesion based on transfer learning, deep learning, and IoT system

(2020) Douglas de A. Rodrigues et al.   PATTERN RECOGNITION LETTERS

OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19

(2020) Tripti Goel et al.   APPLIED INTELLIGENCE

Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

(2019) Veronika Cheplygina et al.   MEDICAL IMAGE ANALYSIS

Automated detection of melanocytes related pigmented skin lesions: A clinical framework

(2019) Sameena Pathan et al.   Biomedical Signal Processing and Control

Medical image classification using synergic deep learning

(2019) Jianpeng Zhang et al.   MEDICAL IMAGE ANALYSIS

Alzheimer detection using Group Grey Wolf Optimization based features with convolutional classifier

(2019) Shankar K et al.   COMPUTERS & ELECTRICAL ENGINEERING

Optimal bilateral filter and Convolutional Neural Network based denoising method of medical image measurements

(2019) Mohamed Elhoseny et al.   MEASUREMENT

Skin cancer diagnosis based on optimized convolutional neural network

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

Kernel sparse representation based model for skin lesions segmentation and classification

(2019) Nooshin Moradi et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Convolutional neural network-based PSO for lung nodule false positive reduction on CT images

(2018) Giovanni Lucca França da Silva et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Sigmoid-weighted linear units for neural network function approximation in reinforcement learning

(2018) Stefan Elfwing et al.   NEURAL NETWORKS

Combining Convolutional Neural Network With Recursive Neural Network for Blood Cell Image Classification

(2018) Gaobo Liang et al.   IEEE Access

Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features

(2018) Zhen Yu 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

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Automatic detection and classification of leukocytes using convolutional neural networks

(2016) Jianwei Zhao et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

(2015) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation