Katerina Nikiforaki

Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation

Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki et al. · IEEE Journal of Biomedical and Health Informatics · 2018 · 161 citations

Medicine, Oncology, Radiology +17

Multicenter DSC–MRI-Based Radiomics Predict IDH Mutation in Gliomas

Georgios C. Manikis, Georgios Ioannidis, Loizos Siakallis et al. · Cancers · 2021 · 44 citations · Full text

Medicine, Oncology, Radiology +17

Radiomics and Machine Learning Can Differentiate Transient Osteoporosis from Avascular Necrosis of the Hip

Michail E. Klontzas, Georgios C. Manikis, Katerina Nikiforaki et al. · Diagnostics · 2021 · 40 citations · Full text

Medicine, Orthopedic Surgery, Radiology +17

A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations

Lidia Garrucho, Kaisar Kushibar, Claire-Anne Reidel et al. · Scientific Data · 2025 · 40 citations · Full text

Medicine, Computer Science, Radiology +17

A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate

Aikaterini Dovrou, Katerina Nikiforaki, Georgios C. Manikis et al. · Magnetic Resonance Imaging · 2023 · 35 citations · Full text

Medicine, Biomedical Engineering, Radiology +17