Same same but different: A Web-based deep learning application revealed classifying features for the histopathologic distinction of cortical malformations.
Joshua KubachAngelika Muhlebner-FahrngruberFigen SoylemezogluHajime MiyataPitt NiehusmannMrinalini HonavarFabio RogerioSe-Hoon KimEleonora AronicaRita GarbelliSamuel VilzAlexander PoppStefan WalcherChristoph NeunerMichael ScholzStefanie KuertenVerena SchroppSebastian RoederPhilip EichhornMarkus EcksteinAxel BrehmerKatja KobowRoland CorasIngmar BlumckeSamir JabariPublished in: Epilepsia (2020)
Our newly developed Web application combines the visualization of whole slide images with the possibility of deep learning-aided classification between focal cortical dysplasia IIb and tuberous sclerosis complex. This approach will help to introduce deep learning applications and visualization for the histopathologic diagnosis of rare and difficult-to-classify brain lesions.