Evangelia I. Zacharaki

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Christos DavatzikosDirector, Center for Biomedical Image Computing and Analytics, Professor of Radiology, andVerified email at pennmedicine.upenn.edu
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of PatrasVerified email at ceid.upatras.gr
Konstantina NikitaProfessor, School of Electrical and Computer Engineering, National Technical University of AthensVerified email at ece.ntua.gr
Dinggang ShenProf. and Founding Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging IntelligenceVerified email at shanghaitech.edu.cn
Konstantinos MoustakasProfessor, University of Patras, Electrical and Computer Engineering DepartmentVerified email at upatras.gr
Georgios StamatakosResearch Professor, ICCS, School of Electrical and Computer Engineering, Nat. Tech. Univ. of AthensVerified email at central.ntua.gr
Iosif MporasReader in Signal Processing and Machine Learning (Associate Professor)Verified email at herts.ac.uk
Nikolaos UzunogluEmeritus Professor Electrical and Computer EngineeringVerified email at mail.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
Charles FertéRelay Therapeutics - ex. AstraZeneca, Institut Gustave RoussyVerified email at relaytx.com
Elaine LimkinGustave RoussyVerified email at gustaveroussy.fr
Laurent DercleNewYork-Presbyterian Hospital - Columbia University Irving Medical CenterVerified email at cumc.columbia.edu
Ragini VermaDepartment of Radiology, University of PennsylvaniaVerified email at uphs.upenn.edu
Dr Dimitrios VlachakisAs. Professor @ Genetics Lab, Biotech, AUA @ URI Medical School Athens @ BRF Academy of Athens @ KCLVerified email at aua.gr
Konstantinos DeltouzosUniversity of PatrasVerified email at ece.upatras.gr
George MatsopoulosProf., School of Electrical and Computer Engineering, Natioanl Technical University of AthensVerified email at esd.ece.ntua.gr
Mark RichardsonProfessor of Epilepsy, King's College LondonVerified email at kcl.ac.uk
Anastasios BezerianosProfessor of Medical Physics and Cognitive NeuroengineeringVerified email at upatras.gr
Shervine AmidiStanford UniversityVerified email at stanford.edu

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	744	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	411	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	158	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	125	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	116	2006
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	96	2009
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	96	2002
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	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	83	2008
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	76	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	71	2011
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	67	2015
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	64	2017
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	64	2009
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	58	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	51	2016
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	50	2004
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	50	2004
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	44	2015
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	41	2008

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