Kostas Marias

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	All	Since 2019
Citations	6229	4408
h-index	39	32
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Georgios C. ManikisComputational Biomedicine Laboratory FORTH, Department of Oncology-Pathology Karolinska InstituteVerified email at ki.se
Apostolos KarantanasProfessor of Radiology, University of CreteVerified email at uoc.gr
Haridimos KondylakisAssoc. Professor, Computer Science Dep., University of Crete (csd.uoc.gr) & FORTH-ICS (ics.forth.gr)Verified email at ics.forth.gr
Vangelis SakkalisResearch DirectorVerified email at ics.forth.gr
Lefteris KoumakisShpynx & Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH)Verified email at ics.forth.gr
DI FotiadisUnit of Medical Technology and Intelligent Information Systems, University of Ioannina & FORTHVerified email at cc.uoi.gr
Panagiotis Simos, Ph.DProfessor of Developmental Neuropsychology, School of Medicine, University of Crete; Institute ofVerified email at uoc.gr
Georgios Z. Papadakis, MD, MPH, PhDPrincipal Investigator, Foundation for Research and Technology Hellas (FORTH)Verified email at ics.forth.gr
Norbert GrafProfessor of Paediatric OncologyVerified email at uks.eu
Nikolaos Papanikolaou, Ph.D.Principal Investigator in Oncologic Imaging, Champalimaud Centre for the UnknownVerified email at npapan.com
Eleftherios TrivizakisFoundation of Research and Technology, HellasVerified email at ics.forth.gr
Thomas G. MarisProfessor of Medical Physics, University of CreteVerified email at uoc.gr
Matthew PediaditisCollaborating Researcher, Foundation for Research and Technology - HellasVerified email at ics.forth.gr
Anastasia Pampouchidou, PhDHellenic Mediterranean UniversityVerified email at hmu.gr
Alexandros RoniotisFoundation for Reseach and Technology - HellasVerified email at hmu.gr
Dimitris ManousosInstitute of Computer Science, Foundation for Research and Technology HellasVerified email at ics.forth.gr
Ioannis KaratzanisPhysicist, FORTHVerified email at ics.forth.gr
Stelios SfakianakisComputational BioMedicine Laboratory, Institute of Computer Science, FORTHVerified email at ics.forth.gr
Nikos TsiknakisKarolinska Institutet, PhD CandidateVerified email at ki.se
Ketti MazzoccoUniversità degli studi di MilanoVerified email at unimi.it

Kostas Marias

Professor, Dept. of Electrical & Computer Engineering, Hellenic Mediterranean University, Greece

Verified email at hmu.gr - Homepage

Medical Image Analysis Image Processing Medical Image Computing Radiomics


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Stress and anxiety detection using facial cues from videos G Giannakakis, M Pediaditis, D Manousos, E Kazantzaki, F Chiarugi, ... Biomedical Signal Processing and Control 31, 89-101, 2017	385	2017
Automatic assessment of depression based on visual cues: A systematic review A Pampouchidou, PG Simos, K Marias, F Meriaudeau, F Yang, ... IEEE Transactions on Affective Computing 10 (4), 445-470, 2017	232	2017
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	224	2021
Review of eye tracking metrics involved in emotional and cognitive processes V Skaramagkas, G Giannakakis, E Ktistakis, D Manousos, I Karatzanis, ... IEEE Reviews in Biomedical Engineering 16, 260-277, 2021	203	2021
A novel method to detect heart beat rate using a mobile phone P Pelegris, K Banitsas, T Orbach, K Marias 2010 annual international conference of the IEEE engineering in medicine and …, 2010	192	2010
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	152	2018
Interpretable artificial intelligence framework for COVID-19 screening on chest X-rays N Tsiknakis, E Trivizakis, EE Vassalou, GZ Papadakis, DA Spandidos, ... Experimental and therapeutic medicine 20 (2), 727-735, 2020	131	2020
Depression assessment by fusing high and low level features from audio, video, and text A Pampouchidou, O Simantiraki, A Fazlollahi, M Pediaditis, D Manousos, ... Proceedings of the 6th International Workshop on Audio/Visual Emotion …, 2016	129	2016
Wize Mirror-a smart, multisensory cardio-metabolic risk monitoring system Y Andreu, F Chiarugi, S Colantonio, G Giannakakis, D Giorgi, ... Computer Vision and Image Understanding 148, 3-22, 2016	105	2016
Technology-based innovations to foster personalized healthy lifestyles and well-being: a targeted review EG Spanakis, S Santana, M Tsiknakis, K Marias, V Sakkalis, A Teixeira, ... Journal of medical Internet research 18 (6), e128, 2016	100	2016
Fusion of contrast-enhanced breast MR and mammographic imaging data CP Behrenbruch, K Marias, PA Armitage, M Yam, N Moore, RE English, ... Medical Image Analysis 7 (3), 311-340, 2003	85	2003
FUTURE-AI: guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging K Lekadir, R Osuala, C Gallin, N Lazrak, K Kushibar, G Tsakou, S Aussó, ... arXiv preprint arXiv:2109.09658, 2021	84	2021
A registration framework for the comparison of mammogram sequences K Marias, C Behrenbruch, S Parbhoo, A Seifalian, M Brady IEEE Transactions on Medical Imaging 24 (6), 782-790, 2005	78	2005
Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care E Trivizakis, GZ Papadakis, I Souglakos, N Papanikolaou, L Koumakis, ... International journal of oncology 57 (1), 43-53, 2020	76	2020
A stress recognition system using HRV parameters and machine learning techniques G Giannakakis, K Marias, M Tsiknakis 2019 8th International Conference on Affective Computing and Intelligent …, 2019	76	2019
iManageCancer: Developing a platform for Empowering patients and strengthening self-management in cancer diseases H Kondylakis, A Bucur, F Dong, C Renzi, A Manfrinati, N Graf, S Hoffman, ... 2017 IEEE 30th International Symposium on Computer-Based Medical Systems …, 2017	75	2017
Facial geometry and speech analysis for depression detection A Pampouchidou, O Simantiraki, CM Vazakopoulou, C Chatzaki, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017	74	2017
A biologically inspired algorithm for microcalcification cluster detection MG Linguraru, K Marias, R English, M Brady Medical image analysis 10 (6), 850-862, 2006	70	2006
Evaluation of personal health record systems through the lenses of EC research projects I Genitsaridi, H Kondylakis, L Koumakis, K Marias, M Tsiknakis Computers in biology and medicine 59, 175-185, 2015	65	2015
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

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