Georgios C. Manikis

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Kostas MariasProfessor, Dept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
Apostolos KarantanasProfessor of Radiology, University of CreteVerified email at uoc.gr
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at cc.uoi.gr
Thomas G. MarisProfessor of Medical Physics, University of CreteVerified email at uoc.gr
Georgios Z. Papadakis, MD, MPH, PhDPrincipal Investigator, Foundation for Research and Technology Hellas (FORTH)Verified email at ics.forth.gr
Vangelis SakkalisResearch DirectorVerified email at ics.forth.gr
Haridimos KondylakisAssoc. Professor, Computer Science Dep., University of Crete (csd.uoc.gr) & FORTH-ICS (ics.forth.gr)Verified email at ics.forth.gr
Evangelos KarademasDepartment of Psychology, University of Crete; Hellenic Open University; University of LarnacaVerified email at uoc.gr
Prof Ruth Pat-HorenczykHebrew University of JerusalemVerified email at mail.huji.ac.il
Konstadina KourouUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at uoi.gr
Michalis ZervakisTechnical University of CreteVerified email at display.tuc.gr
Nikolaos Papanikolaou, Ph.D.Principal Investigator in Oncologic Imaging, Champalimaud Centre for the UnknownVerified email at npapan.com
Alison BoyceNational Institutes of HealthVerified email at mail.nih.gov
Michael T CollinsNational Institutes of HealthVerified email at dir.nidcr.nih.gov
Manolis TsiknakisDept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
Lefteris (Eleftherios) KontopodisAthens School of Fine Arts - GreeceVerified email at asfa.gr
Ilan RozinerTel Aviv UniversityVerified email at tauex.tau.ac.il
efrosini papadakiassistant professor of Neuroradiology , University of CreteVerified email at uoc.gr
Ulas BagciNorthwestern UniversityVerified email at northwestern.edu
Niko Papanikolaou, PhD, MTS, MBAUniv of Texas Health Sci Ctr San AntonioVerified email at uthscsa.edu

Georgios C. Manikis

Computational Biomedicine Laboratory FORTH, Department of Oncology-Pathology Karolinska Institute

Verified email at ki.se

machine learning image processing quantitative MRI radiomics


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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	214	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	147	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	65	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	42	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	40	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	39	2021
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	36	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	35	2021
Harmonization strategies in multicenter MRI-based radiomics E Stamoulou, C Spanakis, GC Manikis, G Karanasiou, G Grigoriadis, ... Journal of Imaging 8 (11), 303, 2022	30	2022
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	29	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	29	2012
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	23	2020
Classifier fusion approaches for diagnostic cancer models IN Dimou, GC Manikis, ME Zervakis 2006 International Conference of the IEEE Engineering in Medicine and …, 2006	19	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	15	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	14	2019
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	13	2022
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	13	2016
A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate A Dovrou, K Nikiforaki, D Zaridis, GC Manikis, E Mylona, N Tachos, ... Magnetic Resonance Imaging 101, 1-12, 2023	12	2023
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	12	2015
Pollen grain classification using geometrical and textural features GC Manikis, K Marias, E Alissandrakis, L Perrotto, E Savvidaki, N Vidakis 2019 IEEE International Conference on Imaging Systems and Techniques (IST), 1-6, 2019	10	2019

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