Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic Data
Hongyi Duanmu, Pauline Huang, Srinidhi Brahmavar, Stephanie K. Lin, Thomas Ren, Jun Kong, Fusheng Wang, Timothy Q. Duong
Topics & Concepts
Breast cancerConcatenation (mathematics)Neoadjuvant therapyChemotherapySegmentationComputer scienceMedicineConvolutional neural networkMagnetic resonance imagingPathologicalRadiation treatment planningRadiologyCancerOncologyArtificial intelligenceInternal medicineRadiation therapyMathematicsCombinatoricsRadiomics and Machine Learning in Medical ImagingAI in cancer detectionMRI in cancer diagnosis