Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients
Jakub Nalepa, Krzysztof Kotowski, Bartosz Machura, Szymon Adamski, Oskar Bożek, Bartosz Eksner, Bartosz Kokoszka, Tomasz Pekala, Mateusz Radom, Marek Strzelczak, Łukasz Zarudzki, Agata Krason, Filippo Arcadu, Jean Tessier
Topics & Concepts
GlioblastomaDeep learningMagnetic resonance imagingArtificial intelligenceSegmentationPipeline (software)Computer scienceIntraclass correlationMachine learningMedicineGliomaRadiologyPsychometricsClinical psychologyCancer researchProgramming languageRadiomics and Machine Learning in Medical ImagingGlioma Diagnosis and TreatmentBrain Tumor Detection and Classification