A Systematic Literature Review of Medical Image Analysis Using Deep Learning
Ricardo Buettner, Marcus Bilo, Nico Bay, Toni Zubac
Abstract
We review literature in top journals and conferences on the usage of deep learning for medical image analysis in modern healthcare. As a result it is shown that deep learning offers unique capabilities and breakthroughs in identifying, classifying and segmenting different kinds of medical images, especially related to cancer in the breast, lung, and brain.
Topics & Concepts
Deep learningComputer scienceArtificial intelligenceImage segmentationMedical literatureHealth careImage (mathematics)Data scienceMedicinePathologyEconomicsEconomic growthAI in cancer detectionRadiomics and Machine Learning in Medical ImagingBrain Tumor Detection and Classification