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Georgios C. Manikis
Georgios C. Manikis
Foundation for Research and Technology - Hellas ˇ Computational Medicine Laboratory (CML)
Verified email at ics.forth.gr
Title
Cited by
Cited by
Year
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
672018
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
542011
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
362011
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
332016
Simulating radiotherapy effect in high-grade glioma by using diffusive modeling and brain atlases
A Roniotis, K Marias, V Sakkalis, GC Manikis, M Zervakis
Journal of Biomedicine and Biotechnology 2012, 2012
222012
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
192021
18F‐NaF PET/CT IMAGING IN FIBROUS DYSPLASIA OF BONE
GZ Papadakis, GC Manikis, AH Karantanas, P Florenzano, U Bagci, ...
Journal of Bone and Mineral Research 34 (9), 1619-1631, 2019
182019
Classifier fusion approaches for diagnostic cancer models
IN Dimou, GC Manikis, ME Zervakis
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
182006
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
132016
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 (2), 390-397, 2016
122016
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
102019
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
92015
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
72019
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
62021
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
62020
Clinical Evaluation of DoctorEye Platform in Nephroblastoma
R David, N Graf, I Karatzanis, H Stenzhorn, GC Manikis, V Sakkalis, ...
5th International Advanced Research Workshop on In Silico Oncology and …, 2012
62012
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
52021
Perfusion magnetic resonance as a biomarker for sorafenib-treated advanced hepatocellular carcinoma: a pilot study
M Campos, I Candelária, N Papanikolaou, A Simăo, C Ferreira, ...
GE-Portuguese Journal of Gastroenterology 26 (4), 260-267, 2019
52019
Diffusion weighted imaging in patients with rectal cancer: Comparison between Gaussian and non-Gaussian models
GC Manikis, K Marias, DMJ Lambregts, K Nikiforaki, MM van Heeswijk, ...
PloS one 12 (9), e0184197, 2017
52017
Retinal Images Analyzer
P Karamaounas, G Manikis, X Zabulis
52011
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Articles 1–20