Vasileios Megalooikonomou

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Evangelia I. ZacharakiResearch Associate (UPAT); Project Manager (ComKardia Inc, USA)Verified email at comkardia.com
Despina KontosProfessor of Radiology, Vice-Chair of AI and Data Science Research, Columbia RadiologyVerified email at cumc.columbia.edu
Prof. Dr. Dimitrios P. VlachakisProfessor-Reader in Genetics, Agr University Athens, URI Medical School Athens, Kings College LondonVerified email at aua.gr
Iosif MporasProfessor of Signal Processing and Machine Learning, University of HertfordshireVerified email at herts.ac.uk
Haibin LingSUNY Empire Innovation Professor, Stony Brook UniversityVerified email at cs.stonybrook.edu
Predrag BakicUniversity of PennsylvaniaVerified email at uphs.upenn.edu
Christos FaloutsosCMUVerified email at cs.cmu.edu
Erkang Cheng (成二康)Nullmax Inc, Temple UniversityVerified email at temple.edu
Andrew MaidmentUniversity of PennsylvaniaVerified email at uphs.upenn.edu
Angeliki SkouraUniversity of LuxembourgVerified email at ceid.upatras.gr
S KossidaProfessor of BioinformaticsVerified email at igh.cnrs.fr
Jie YangShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
LONGIN JAN LATECKIProfessor of Computer Science, Temple University, PhiladelphiaVerified email at temple.edu
Dr. Louis Papageorgiou, BSc, MSc, PhDDepartment of Biomedical Sciences | University of West AtticaVerified email at uniwa.gr
Andrew SaykinIndiana University School of MedicineVerified email at iu.edu
Zoran ObradovicData Analytics and Biomedical Informatics Center, Temple UniversityVerified email at temple.edu
edward herskovitsUniversity of MarylandVerified email at ieee.org
Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEIVerified email at pennmedicine.upenn.edu
David PokrajacAI/ML manager, BoeingVerified email at boeing.com
Georgios DrakopoulosAdjunct Professor, University of West AtticaVerified email at uniwa.gr

Vasileios Megalooikonomou

Professor of Computer Engineering and Informatics, University of Patras

Verified email at ceid.upatras.gr - Homepage

Big data machine learning AI pattern recognition biomedical informatics


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A multiresolution symbolic representation of time series V Megalooikonomou, Q Wang, G Li, C Faloutsos 21st International Conference on Data Engineering (ICDE'05), 668-679, 2005	144	2005
Is the spatial distribution of brain lesions associated with closed-head injury predictive of subsequent development of attention-deficit/hyperactivity disorder? Analysis with … EH Herskovits, V Megalooikonomou, C Davatzikos, A Chen, RN Bryan, ... Radiology 213 (2), 389-394, 1999	138	1999
Discriminative vessel segmentation in retinal images by fusing context-aware hybrid features E Cheng, L Du, Y Wu, YJ Zhu, V Megalooikonomou, H Ling Machine vision and applications 25, 1779-1792, 2014	121	2014
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation A Amidi, S Amidi, D Vlachakis, V Megalooikonomou, N Paragios, ... PeerJ 6, e4750, 2018	112	2018
Simultaneous assessment of gastric accommodation and emptying: studies with liquid and solid meals HP Simonian, AH Maurer, LC Knight, S Kantor, D Kontos, ... Journal of Nuclear Medicine 45 (7), 1155-1160, 2004	109	2004
Data mining in brain imaging V Megalooikonomou, J Ford, L Shen, F Makedon, A Saykin Statistical Methods in Medical Research 9 (4), 359-394, 2000	109	2000
Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma VG Kanas, EI Zacharaki, GA Thomas, PO Zinn, V Megalooikonomou, ... Computer methods and programs in biomedicine 140, 249-257, 2017	102	2017
A dimensionality reduction technique for efficient time series similarity analysis Q Wang, V Megalooikonomou Information systems 33 (1), 115-132, 2008	101	2008
On data mining, compression, and kolmogorov complexity C Faloutsos, V Megalooikonomou Data mining and knowledge discovery 15, 3-20, 2007	101	2007
An elastic partial shape matching technique LJ Latecki, V Megalooikonomou, Q Wang, D Yu Pattern Recognition 40 (11), 3069-3080, 2007	90	2007
Patient classification of fMRI activation maps J Ford, H Farid, F Makedon, LA Flashman, TW McAllister, ... International Conference on Medical Image Computing and Computer-Assisted …, 2003	89	2003
A clustering algorithm for intrusion detection Q Wang, V Megalooikonomou Data Mining, Intrusion Detection, Information Assurance, and Data Networks …, 2005	87	2005
Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients I Mporas, V Tsirka, EI Zacharaki, M Koutroumanidis, M Richardson, ... Expert systems with applications 42 (6), 3227-3233, 2015	84	2015
Quantizer design for distributed estimation with communication constraints and unknown observation statistics V Megalooikonomou, Y Yesha IEEE Transactions on Communications 48 (2), 181-184, 2000	75	2000
Genomic big data hitting the storage bottleneck L Papageorgiou, P Eleni, S Raftopoulou, M Mantaiou, ... EMBnet. journal 24, e910, 2018	74	2018
Optimal subsequence bijection LJ Latecki, Q Wang, S Koknar-Tezel, V Megalooikonomou Seventh IEEE International Conference on Data Mining (ICDM 2007), 565-570, 2007	71	2007
Improving classification of epileptic and non-epileptic EEG events by feature selection E Pippa, EI Zacharaki, I Mporas, V Tsirka, MP Richardson, ... Neurocomputing 171, 576-585, 2016	67	2016
Elastic partial matching of time series LJ Latecki, V Megalooikonomou, Q Wang, R Lakaemper, ... Knowledge Discovery in Databases: PKDD 2005: 9th European Conference on …, 2005	64	2005
Learning-based automatic breast tumor detection and segmentation in ultrasound images P Jiang, J Peng, G Zhang, E Cheng, V Megalooikonomou, H Ling 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1587-1590, 2012	60	2012
A dimensionality reduction technique for efficient similarity analysis of time series databases V Megalooikonomou, G Li, Q Wang Proceedings of the thirteenth ACM international conference on Information …, 2004	60	2004

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