Evangelia I. Zacharaki

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共著者

Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEI確認したメールアドレス: pennmedicine.upenn.edu
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of Patras確認したメールアドレス: ceid.upatras.gr
Konstantinos MoustakasProfessor, University of Patras, Electrical and Computer Engineering Department確認したメールアドレス: upatras.gr
Konstantina NikitaProfessor, School of Electrical and Computer Engineering, National Technical University of Athens確認したメールアドレス: ece.ntua.gr
Dinggang ShenProf. and Founding Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging Intelligence確認したメールアドレス: shanghaitech.edu.cn
Iosif MporasProfessor of Signal Processing and Machine Learning, University of Hertfordshire確認したメールアドレス: herts.ac.uk
Georgios StamatakosResearch Professor, ICCS, School of Electrical and Computer Engineering, Nat. Tech. Univ. of Athens確認したメールアドレス: central.ntua.gr
Nikolaos UzunogluEmeritus Professor Electrical and Computer Engineering確認したメールアドレス: mail.ntua.gr
Vasileios G. KanasUniversity of Patras確認したメールアドレス: upatras.gr
Charles FertéResilience - ex: Daiichi Sankyo, Relay Tx, AstraZeneca, Institut Gustave Roussy確認したメールアドレス: resilience.care
Elaine LimkinGustave Roussy確認したメールアドレス: gustaveroussy.fr
Laurent DercleNewYork-Presbyterian Hospital - Columbia University Irving Medical Center確認したメールアドレス: cumc.columbia.edu
George BirosProfessor, Oden Institute for Computational Engineering and Sciences, The University of Texas at確認したメールアドレス: acm.org
Prof. Dr. Dimitrios P. VlachakisProfessor-Reader in Genetics, Agr University Athens, URI Medical School Athens, Kings College London確認したメールアドレス: aua.gr
Ragini VermaDepartment of Radiology, University of Pennsylvania確認したメールアドレス: uphs.upenn.edu
Gerasimos ArvanitisPostdoctoral researcher at University of Patras, CEO of AviSense.ai (https://avisense.ai/)確認したメールアドレス: ece.upatras.gr
Maria VakalopoulouAssistant Professor at CentraleSupélec確認したメールアドレス: centralesupelec.fr
Konstantinos DeltouzosUniversity of Patras確認したメールアドレス: ece.upatras.gr
Mark RichardsonProfessor of Epilepsy, King's College London確認したメールアドレス: kcl.ac.uk
Shervine AmidiStanford University確認したメールアドレス: stanford.edu

フォロー

Evangelia I. Zacharaki

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

確認したメールアドレス: comkardia.com

artificial intelligence in medicine data processing statistical modeling medical physics


タイトル引用回数順公開年順タイトル順	引用先引用先	年
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	990	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	713	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	234	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
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
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	86	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	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	85	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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