Georgios C. Manikis
Georgios C. Manikis
Computational Biomedicine Laboratory FORTH, Department of Oncology-Pathology Karolinska Institute
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Deep learning for diabetic retinopathy detection and classification based on fundus images: A review
N Tsiknakis, D Theodoropoulos, G Manikis, E Ktistakis, O Boutsora, ...
Computers in biology and medicine 135, 104599, 2021
Extending 2-D convolutional neural networks to 3-D for advancing deep learning cancer classification with application to MRI liver tumor differentiation
E Trivizakis, GC Manikis, K Nikiforaki, K Drevelegas, M Constantinides, ...
IEEE journal of biomedical and health informatics 23 (3), 923-930, 2018
An image analysis framework for the early assessment of hypertensive retinopathy signs
GC Manikis, V Sakkalis, X Zabulis, P Karamaounas, A Triantafyllou, ...
2011 E-Health and Bioengineering Conference (EHB), 1-6, 2011
High-grade glioma diffusive modeling using statistical tissue information and diffusion tensors extracted from atlases
A Roniotis, GC Manikis, V Sakkalis, ME Zervakis, I Karatzanis, K Marias
IEEE Transactions on Information Technology in Biomedicine 16 (2), 255-263, 2011
Diffusion-weighted MR imaging of pancreatic cancer: a comparison of mono-exponential, bi-exponential and non-Gaussian kurtosis models
N Kartalis, GC Manikis, L Loizou, N Albiin, FG Zöllner, M Del Chiaro, ...
European journal of radiology open 3, 79-85, 2016
A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast …
K Kourou, G Manikis, P Poikonen-Saksela, K Mazzocco, R Pat-Horenczyk, ...
Computers in Biology and Medicine 131, 104266, 2021
GZ Papadakis, GC Manikis, AH Karantanas, P Florenzano, U Bagci, ...
Journal of Bone and Mineral Research 34 (9), 1619-1631, 2019
Multicenter dsc–mri-based radiomics predict idh mutation in gliomas
GC Manikis, GS Ioannidis, L Siakallis, K Nikiforaki, M Iv, D Vozlic, ...
Cancers 13 (16), 3965, 2021
Simulating radiotherapy effect in high‐grade glioma by using diffusive modeling and brain atlases
A Roniotis, K Marias, V Sakkalis, GC Manikis, M Zervakis
BioMed Research International 2012 (1), 715812, 2012
Harmonization strategies in multicenter MRI-based radiomics
E Stamoulou, C Spanakis, GC Manikis, G Karanasiou, G Grigoriadis, ...
Journal of Imaging 8 (11), 303, 2022
Quantitative identification of functional connectivity disturbances in neuropsychiatric lupus based on resting-state fMRI: a robust machine learning approach
NJ Simos, SI Dimitriadis, E Kavroulakis, GC Manikis, G Bertsias, P Simos, ...
Brain Sciences 10 (11), 777, 2020
Radiomics and machine learning can differentiate transient osteoporosis from avascular necrosis of the hip
ME Klontzas, GC Manikis, K Nikiforaki, EE Vassalou, K Spanakis, I Stathis, ...
Diagnostics 11 (9), 1686, 2021
Classifier fusion approaches for diagnostic cancer models
IN Dimou, GC Manikis, ME Zervakis
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
Magnetization transfer imaging to assess tumour response after chemoradiotherapy in rectal cancer
MH Martens, DMJ Lambregts, N Papanikolaou, S Alefantinou, M Maas, ...
European Radiology 26, 390-397, 2016
Investigating the role of model-based and model-free imaging biomarkers as early predictors of neoadjuvant breast cancer therapy outcome
E Kontopodis, M Venianaki, GC Manikis, K Nikiforaki, O Salvetti, ...
IEEE journal of biomedical and health informatics 23 (5), 1834-1843, 2019
Diffusion modelling tool (DMT) for the analysis of diffusion weighted imaging (DWI) magnetic resonance imaging (MRI) data
GC Manikis, K Nikiforaki, N Papanikolaou, K Marias
Proceedings of the 33rd Computer Graphics International, 97-100, 2016
Personalized mobile ehealth services for secure user access through a multi feature biometric framework
GC Manikis, M Spanakis, EG Spanakis
International Journal of Reliable and Quality E-Healthcare (IJRQEH) 8 (1), 40-51, 2019
Assessing treatment response through generalized pharmacokinetic modeling of DCE-MRI data
E Kontopodis, G Kanli, GC Manikis, S Van Cauter, K Marias
Cancer Informatics 14, CIN. S19342, 2015
Dissecting tumor-immune microenvironment in breast cancer at a spatial and multiplex resolution
E Tzoras, I Zerdes, N Tsiknakis, GC Manikis, A Mezheyeuski, J Bergh, ...
Cancers 14 (8), 1999, 2022
Machine learning classification of neuropsychiatric systemic lupus erythematosus patients using resting-state fMRI functional connectivity
NJ Simos, GC Manikis, E Papadaki, E Kavroulakis, G Bertsias, K Marias
2019 IEEE international conference on imaging systems and techniques (IST), 1-6, 2019
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