Amer Malki

Advanced machine learning techniques for cardiovascular disease early detection and diagnosis

Nadiah A. Baghdadi, Sally Mohammed Farghaly Abdelaliem, Amer Malki et al. · Journal Of Big Data · 2023 · 120 citations · Full text

Heart Failure, Healthy Individuals, Machine Learning +26

An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network

Nadiah A. Baghdadi, Amer Malki, Sally Mohammed Farghaly Abdelaliem et al. · Computers in Biology and Medicine · 2022 · 93 citations · Full text

Image Analysis, Engineering, Medical Imaging +13

Machine learning approach of detecting anomalies and forecasting time-series of IoT devices

Amer Malki, El‐Sayed Atlam, Ibrahim Gad · Alexandria Engineering Journal · 2022 · 61 citations · Full text

Smart Devices, Anomaly Detection, Machine Learning +26

A3C-TL-GTO: Alzheimer Automatic Accurate Classification Using Transfer Learning and Artificial Gorilla Troops Optimizer

Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha et al. · Sensors · 2022 · 49 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Classification of breast cancer using a manta-ray foraging optimized transfer learning framework

Nadiah A. Baghdadi, Amer Malki, Hossam Magdy Balaha et al. · PeerJ Computer Science · 2022 · 39 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19