Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images
Tawsifur Rahman, Amith Khandakar, Yazan Qiblawey, Anas Tahir, Serkan Kıranyaz, Saad Bin Abul Kashem, Mohammad Tariqul Islam, Somaya Al Maadeed, Susu M. Zughaier, Muhammad Salman Khan, Muhammad E. H. Chowdhury
Topics & Concepts
Artificial intelligenceComputer scienceSegmentationAdaptive histogram equalizationGround truthPattern recognition (psychology)Convolutional neural networkCoronavirus disease 2019 (COVID-19)Sørensen–Dice coefficientImage processingComputer visionImage segmentationHistogram equalizationImage (mathematics)MedicinePathologyDiseaseInfectious disease (medical specialty)COVID-19 diagnosis using AIAI in cancer detectionRadiomics and Machine Learning in Medical Imaging