Evangelia I. Zacharaki

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Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEIVerified email at pennmedicine.upenn.edu
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of PatrasVerified email at ceid.upatras.gr
Konstantinos MoustakasProfessor, University of Patras, Electrical and Computer Engineering DepartmentVerified email at 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
Iosif MporasProfessor of Signal Processing and Machine Learning, University of HertfordshireVerified email at herts.ac.uk
Georgios StamatakosResearch Professor, ICCS, School of Electrical and Computer Engineering, Nat. Tech. Univ. of AthensVerified email at central.ntua.gr
Nikolaos UzunogluEmeritus Professor Electrical and Computer EngineeringVerified email at mail.ntua.gr
Vasileios G. KanasUniversity of PatrasVerified email at upatras.gr
Charles FertéResilience - ex: Daiichi Sankyo, Relay Tx, AstraZeneca, Institut Gustave RoussyVerified email at resilience.care
Elaine LimkinGustave RoussyVerified email at gustaveroussy.fr
Laurent DercleNewYork-Presbyterian Hospital - Columbia University Irving Medical CenterVerified email at cumc.columbia.edu
George BirosProfessor, Oden Institute for Computational Engineering and Sciences, The University of Texas atVerified email at acm.org
Prof. Dr. Dimitrios P. VlachakisProfessor-Reader in Genetics, Agr University Athens, URI Medical School Athens, Kings College LondonVerified email at aua.gr
Ragini VermaDepartment of Radiology, University of PennsylvaniaVerified email at uphs.upenn.edu
Maria VakalopoulouAssistant Professor at CentraleSupélecVerified email at centralesupelec.fr
Gerasimos ArvanitisPostdoctoral researcher at University of Patras, CEO of AviSense.ai (https://avisense.ai/)Verified email at ece.upatras.gr
Konstantinos DeltouzosUniversity of PatrasVerified email at ece.upatras.gr
Mark RichardsonProfessor of Epilepsy, King's College LondonVerified email at kcl.ac.uk
Shervine AmidiStanford UniversityVerified email at stanford.edu

Evangelia I. Zacharaki

Research Associate (UPAT); Project Manager (ComKardia Inc, USA)

Verified email at comkardia.com

artificial intelligence in medicine data processing statistical modeling medical physics


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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	987	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	711	2017
Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature communications 13 (1), 7346, 2022	231	2022
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	169	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	139	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	127	2006
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	111	2018
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	103	2017
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	103	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	101	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	92	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	89	2012
Atlasnet: Multi-atlas non-linear deep networks for medical image segmentation M Vakalopoulou, G Chassagnon, N Bus, R Marini, EI Zacharaki, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018	87	2018
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	87	2009
Measuring brain lesion progression with a supervised tissue classification system EI Zacharaki, S Kanterakis, RN Bryan, C Davatzikos Medical Image Computing and Computer-Assisted Intervention–MICCAI 2008: 11th …, 2008	87	2008
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	85	2015
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, 821-828, 2011	83	2011
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	68	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	53	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	53	2004

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