TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs
Fan Wang, Zhilin Zou, Nicole Sakla, Luke Partyka, Nil Rawal, Gagandeep Singh, Wei Zhao, Haibin Ling, Chuan Huang, Prateek Prasanna, Chao Chen
Topics & Concepts
Deep learningArtificial intelligenceComputer scienceConvolutional neural networkTopology (electrical circuits)Machine learningNetwork topologyMagnetic resonance imagingPattern recognition (psychology)AlgorithmMedicineRadiologyMathematicsOperating systemCombinatoricsRadiomics and Machine Learning in Medical ImagingMedical Imaging Techniques and ApplicationsMRI in cancer diagnosis