Medical Image Analysis using Convolutional Neural Networks: A Review

no code implementations • 4 Sep 2017 • Syed Muhammad Anwar, Muhammad Majid, Adnan Qayyum, Muhammad Awais, Majdi Alnowami, Muhammad Khurram Khan

Deep learning is successfully used as a tool for machine learning, where a neural network is capable of automatically learning features.

Anomaly Detection BIG-bench Machine Learning +1

Diagnosing COVID-19 Pneumonia from X-Ray and CT Images using Deep Learning and Transfer Learning Algorithms

no code implementations • 31 Mar 2020 • Halgurd S. Maghdid, Aras T. Asaad, Kayhan Zrar Ghafoor, Ali Safaa Sadiq, Muhammad Khurram Khan

In this vein, a simple convolution neural network (CNN) and modified pre-trained AlexNet model are applied on the prepared X-rays and CT scan images dataset.

COVID-19 Diagnosis Transfer Learning