Evangelia I. Zacharaki, Asst. Scientist

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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
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), University of HertfordshireVerified 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
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
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
Dr Dimitrios VlachakisProfessor / Reader, Agricultural University of AthensVerified email at aua.gr
Konstantinos DeltouzosUniversity of PatrasVerified email at ece.upatras.gr
Maria VakalopoulouAssistant Professor at CentraleSupélecVerified email at centralesupelec.fr
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 biomed.ntua.gr
Shervine AmidiStanford UniversityVerified email at stanford.edu

Evangelia I. Zacharaki, Asst. Scientist

Dep. of Radiation Oncology, University of Miami, USA

Verified email at miami.edu

medical image analysis biomedical data processing artificial intelligence in medicine 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	868	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	556	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	162	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	132	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	125	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	98	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	98	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	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	84	2008
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	83	2017
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	80	2012
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	79	2018
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	77	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	77	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	74	2009
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	63	2022
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	63	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	56	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	52	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	51	2004

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