Georgios C. Manikis

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Kostas MariasDept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
Apostolos KarantanasProfessor of Radiology, University of CreteVerified email at uoc.gr
Vangelis SakkalisResearch DirectorVerified email at ics.forth.gr
Georgios Z. Papadakis, MD, MPH, PhDPrincipal Investigator, Foundation for Research and Technology Hellas (FORTH)Verified email at ics.forth.gr
Michalis ZervakisTechnical University of CreteVerified email at display.tuc.gr
Thomas G. MarisAssociate Professor of Medical Physics, University od CreteVerified email at uoc.gr
Nickolas PapanikolaouHead of Computational Clinical Imaging GroupVerified email at research.fchampalimaud.org
Alison BoyceNational Institutes of HealthVerified email at mail.nih.gov
Michael T CollinsNational Institutes of HealthVerified email at dir.nidcr.nih.gov
Eleftherios KontopodisFoundation for Research and Technology - HellasVerified email at ics.forth.gr
Niko Papanikolaou, PhD, MBAUniv of Texas Health Sci Ctr San AntonioVerified email at uthscsa.edu
Ioannis KaratzanisPhysicist, FORTHVerified email at ics.forth.gr
Ulas BagciNorthwestern UniversityVerified email at northwestern.edu
Xenophon ZabulisResearcher, Foundation of Research and TechnologyVerified email at ics.forth.gr
efrosini papadakiassistant professor of Neuroradiology , University of CreteVerified email at uoc.gr
Nikolaos KartalisCLINTEC, KIVerified email at ki.se
Eleftherios TrivizakisFoundation of Research and Technology, HellasVerified email at ics.forth.gr
Regina Beets-TanProfessor of Radiology, Chairwoman of the Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands. GROW School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands.Verified email at nki.nl
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at cc.uoi.gr
STELLA DOUMA, S DOUMAS, STELL...ASS PROF INTERNAL MEDICINE, UNIVERSITY OF THESSALONIKIVerified email at med.auth.gr

Georgios C. Manikis

Foundation for Research and Technology - Hellas · Computational Medicine Laboratory (CML)

Verified email at ics.forth.gr

machine learning image processing quantitative MRI radiomics


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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	52	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	45	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	36	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	30	2016
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	22	2012
Classifier fusion approaches for diagnostic cancer models IN Dimou, GC Manikis, ME Zervakis 2006 International Conference of the IEEE Engineering in Medicine and …, 2006	20	2006
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	16	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	12	2016
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	12	2016
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	9	2015
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	7	2019
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	7	2012
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	6	2019
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	5	2017
DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response E Kontopodis, GC Manikis, I Skepasianos, K Tzagkarakis, K Nikiforaki, ... 2018 IEEE International Conference on Imaging Systems and Techniques (IST), 1-6, 2018	4	2018
Developing a Context-Dependent Tuning Framework of Multi-channel Biometrics that Combine Audio-Visual Characteristics for Secure Access of an eHealth Platform M Spanakis, GC Manikis, S Porwal, EG Spanakis International Conference on Wireless Mobile Communication and Healthcare …, 2017	4	2017
The impact of spin coupling signal loss on fat content characterization in multi-echo acquisitions with different echo spacing K Nikiforaki, GC Manikis, T Boursianis, K Marias, A Karantanas, TG Maris Magnetic resonance imaging 38, 6-12, 2017	4	2017
Retinal Images Analyzer P Karamaounas, G Manikis, X Zabulis	4	2011
Differentiating low from high-grade soft tissue sarcomas using post-processed imaging parameters derived from multiple DWI models GC Manikis, K Nikiforaki, E Lagoudaki, E de Bree, TG Maris, K Marias, ... European journal of radiology 138, 109660, 2021	3	2021
Computational modeling of psychological resilience trajectories during breast cancer treatment GC Manikis, K Kourou, P Poikonen-Saksela, H Kondylakis, E Karademas, ... 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019	3	2019

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