Georgios C. Manikis

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

An image analysis framework for the early assessment of hypertensive retinopathy signs

Georgios C. Manikis, Vangelis Sakkalis, Xenophon Zabulis et al. · 2011 · 44 citations

Computing, Computer Science, Ophthalmology +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

A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects

Georgios C. Manikis, Paula Poikonen‐Saksela, Ketti Mazzocco et al. · Computers in Biology and Medicine · 2021 · 42 citations

Social Sciences, Oncology, Psychology +15

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