Vasileios Megalooikonomou

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Evangelia I. ZacharakiDep. of Radiation Oncology, University of Miami, USAVerified email at miami.edu
Despina KontosMatthew J. Wilson Professor of Research Radiology II, Associate Vice-Chair for ResearchVerified email at pennmedicine.upenn.edu
Iosif MporasReader in Signal Processing and Machine Learning (Associate Professor), University of HertfordshireVerified email at herts.ac.uk
Dr Dimitrios VlachakisProfessor Assoc / Reader in Genetics @ Biotech AUA @ URI Medical School Athens @ BRF, Academy AthensVerified email at aua.gr
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
LONGIN JAN LATECKIProfessor of Computer Science, Temple University, PhiladelphiaVerified email at temple.edu
S KossidaProfessor of BioinformaticsVerified email at igh.cnrs.fr
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
Dr. Louis Papageorgiou, BSc, MSc, PhDAUA / Department of Biotechnology, UOA & BRFAAVerified email at bioacademy.gr
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 DrakopoulosResearch and Development Engineer, Ionian UniversityVerified email at ionio.gr
Thomas PapastergiouUniversity of MontpellierVerified email at umontpellier.fr

Vasileios Megalooikonomou

Professor of Computer Engineering and Informatics, University of Patras

Verified email at ceid.upatras.gr - Homepage

Big data data mining 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	143	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	130	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	109	2014
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	105	2000
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	103	2004
A dimensionality reduction technique for efficient time series similarity analysis Q Wang, V Megalooikonomou Information systems 33 (1), 115-132, 2008	95	2008
On data mining, compression, and kolmogorov complexity C Faloutsos, V Megalooikonomou Data mining and knowledge discovery 15, 3-20, 2007	95	2007
An elastic partial shape matching technique LJ Latecki, V Megalooikonomou, Q Wang, D Yu Pattern Recognition 40 (11), 3069-3080, 2007	92	2007
A clustering algorithm for intrusion detection Q Wang, V Megalooikonomou Data Mining, Intrusion Detection, Information Assurance, and Data Networks …, 2005	90	2005
Patient Classiﬁcation of fMRI Activation Maps J Ford, H Farid, F Makedon, LA Flashman, TW McAllister, ... Medical Image Computing and Computer-Assisted Intervention-MICCAI 2003: 6th …, 2003	88	2003
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	81	2017
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	77	2018
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	73	2000
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	71	2015
Optimal subsequence bijection LJ Latecki, Q Wang, S Koknar-Tezel, V Megalooikonomou Seventh IEEE International Conference on Data Mining (ICDM 2007), 565-570, 2007	70	2007
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	59	2005
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	59	2004
Mining lesion-deficit associations in a brain image database V Megalooikonomou, C Davatzikos, EH Herskovits Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999	57	1999
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	56	2012
Genomic big data hitting the storage bottleneck L Papageorgiou, P Eleni, S Raftopoulou, M Mantaiou, ... EMBnet. journal 24, 2018	55	2018

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