144 citations · 226 across the 3 of their papers we have counts for
3 papers
An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks
Essam H. Houssein, Zainab Abohashima, Mohamed Elhoseny +1
Cancer classification based on gene expression increases early diagnosis and recovery, but high-dimensional genes with a small number of samples are a major challenge. This work in…
Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images
Essam H. Houssein, Zainab Abohashima, Mohamed Elhoseny +1
Despite the great efforts to find an effective way for COVID-19 prediction, the virus nature and mutation represent a critical challenge to diagnose the covered cases. However, dev…
Classification with Quantum Machine Learning: A Survey
Zainab Abohashima, Mohamed Elhosen, Essam H. Houssein +1
Due to the superiority and noteworthy progress of Quantum Computing (QC) in a lot of applications such as cryptography, chemistry, Big data, machine learning, optimization, Interne…