Evangelia I. Zacharaki

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	All	Since 2016
Citations	2497	1555
h-index	23	19
i10-index	38	32

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Christos DavatzikosDirector, Center for Biomedical Image Computing and Analytics, Professor of Radiology, andVerified email at uphs.upenn.edu
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of PatrasVerified email at ceid.upatras.gr
Nikos ParagiosProfessor, CentraleSupelec (Ecole Centrale Paris) / Université Paris-Saclay / InriaVerified email at ecp.fr
Konstantina NikitaProfessor, School of Electrical and Computer Engineering, National Technical University of AthensVerified email at ece.ntua.gr
Dinggang ShenProfessor and Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging IntelligenceVerified email at shanghaitech.edu.cn
Georgios StamatakosResearch Professor, ICCS, School of Electrical and Computer Engineering, Nat. Tech. Univ. of AthensVerified email at central.ntua.gr
Sanjeev ChawlaResearch Assistant Professor of Radiology, Perelman School of Medicine at University of PennsylvaniaVerified email at uphs.upenn.edu
Iosif MporasSenior Lecturer (Assist. Professor) in Information Engineering, University of HertfordshireVerified email at herts.ac.uk
Nikolaos UzunogluProfessor Electrical and Computer EngineeringVerified email at cc.ece.ntua.gr
Vasileios G. KanasUniversity of PatrasVerified email at upatras.gr
George BirosProfessor, Oden Institute for Computational Engineering and Sciences, The University of Texas atVerified email at acm.org
Ragini VermaDepartment of Radiology, University of PennsylvaniaVerified email at uphs.upenn.edu
charles fertéAstraZeneca - ex. Institut Gustave RoussyVerified email at astrazeneca.com
Elaine LimkinGustave RoussyVerified email at gustaveroussy.fr
Laurent DercleNewYork-Presbyterian Hospital - Columbia University Irving Medical CenterVerified email at cumc.columbia.edu
Konstantinos MoustakasAssociate Professor, University of Patras, Electrical and Computer Engineering DepartmentVerified email at upatras.gr
Mark RichardsonProfessor of Epilepsy, King's College LondonVerified email at kcl.ac.uk
George MatsopoulosProf., School of Electrical and Computer Engineering, Natioanl Technical University of AthensVerified email at esd.ece.ntua.gr
Dr Dimitrios VlachakisAssistant Professor, Genetics Laboratory, Department of BiotechnologyVerified email at aua.gr
Konstantinos DeltouzosUniversity of PatrasVerified email at ece.upatras.gr

Evangelia I. Zacharaki

VVR Group, Electrical and Computer Engineering, University of Patras, Greece

Verified email at upatras.gr

biosignal & medical image analysis machine learning computational modeling


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Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme EI Zacharaki, S Wang, S Chawla, D Soo Yoo, R Wolf, ER Melhem, ... Magnetic Resonance in Medicine: An Official Journal of the International …, 2009	575	2009
Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology EJ Limkin, R Sun, L Dercle, EI Zacharaki, C Robert, S Reuzé, ... Annals of Oncology 28 (6), 1191-1206, 2017	214	2017
Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images R Verma, EI Zacharaki, Y Ou, H Cai, S Chawla, SK Lee, ER Melhem, ... Academic radiology 15 (8), 966-977, 2008	141	2008
ORBIT: A multiresolution framework for deformable registration of brain tumor images EI Zacharaki, D Shen, SK Lee, C Davatzikos IEEE transactions on medical imaging 27 (8), 1003-1017, 2008	116	2008
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation A Mohamed, EI Zacharaki, D Shen, C Davatzikos Medical image analysis 10 (5), 752-763, 2006	105	2006
In silico radiation oncology: combining novel simulation algorithms with current visualization techniques GS Stamatakos, DD Dionysiou, EI Zacharaki, NA Mouravliansky, ... Proceedings of the IEEE 90 (11), 1764-1777, 2002	94	2002
Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth EI Zacharaki, CS Hogea, D Shen, G Biros, C Davatzikos Neuroimage 46 (3), 762-774, 2009	88	2009
Measuring brain lesion progression with a supervised tissue classification system EI Zacharaki, S Kanterakis, RN Bryan, C Davatzikos International Conference on Medical Image Computing and Computer-assisted …, 2008	77	2008
STEP: Spatiotemporal enhancement pattern for MR‐based breast tumor diagnosis Y Zheng, S Englander, S Baloch, EI Zacharaki, Y Fan, MD Schnall, ... Medical physics 36 (7), 3192-3204, 2009	73	2009
Survival analysis of patients with high-grade gliomas based on data mining of imaging variables EI Zacharaki, N Morita, P Bhatt, DM O'rourke, ER Melhem, C Davatzikos American Journal of Neuroradiology 33 (6), 1065-1071, 2012	70	2012
Investigating machine learning techniques for MRI-based classification of brain neoplasms EI Zacharaki, VG Kanas, C Davatzikos International journal of computer assisted radiology and surgery 6 (6), 821-828, 2011	61	2011
MRI-based classification of brain tumor type and grade using SVM-RFE EI Zacharaki, S Wang, S Chawla, DS Yoo, R Wolf, ER Melhem, ... 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2009	53	2009
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	51	2015
A digital subtraction radiography scheme based on automatic multiresolution registration EI Zacharaki, GK Matsopoulos, PA Asvestas, KS Nikita, K Grondahl, ... Dentomaxillofacial radiology 33 (6), 379-390, 2004	51	2004
Simulating growth dynamics and radiation response of avascular tumour spheroids—model validation in the case of an EMT6/Ro multicellular spheroid EI Zacharaki, GS Stamatakos, KS Nikita, NK Uzunoglu Computer methods and programs in biomedicine 76 (3), 193-206, 2004	46	2004
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	40	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	39	2018
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	36	2016
A comparative study of biomechanical simulators in deformable registration of brain tumor images EI Zacharaki, CS Hogea, G Biros, C Davatzikos IEEE Transactions on Biomedical Engineering 55 (3), 1233-1236, 2008	35	2008
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker VG Kanas, EI Zacharaki, C Davatzikos, KN Sgarbas, V Megalooikonomou Biomedical Signal Processing and Control 22, 19-30, 2015	34	2015

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