A Review of Artificial Intelligence's Neural Networks (Deep Learning) Applications in Medical Diagnosis and Prediction
G. Reza Djavanshir, Xinrui Chen, Wenhao Yang
Abstract
This paper reviews deep learning applications in medical diagnosis and prediction, such as Convolutional Neural Networks, Fully Convolutional Networks, and Generative Adversarial Networks in medical image analysis. It further summarizes the strength and weaknesses of deep learning in medical imaging and suggests that deep learning's great potential in medical fields.
Topics & Concepts
Deep learningArtificial intelligenceConvolutional neural networkComputer scienceMachine learningArtificial neural networkStrengths and weaknessesMedical imagingGenerative grammarEpistemologyPhilosophyAI in cancer detectionBrain Tumor Detection and ClassificationCOVID-19 diagnosis using AI