Individualized Statistical Learning from Medical Image Databases: Application to Identification of Brain Lesions

le Erus, Guray, Zacharaki, Evangelia I., Davatzikos, Christos
Foilsithe 2014

AVATREE: An open-source computational modelling framework modelling Anatomically Valid Airway TREE conformations

le Nousias, Stavros, Zacharaki, Evangelia I., Moustakas, Konstantinos
Foilsithe in PLoS One (2020)

Real-Time Prediction of Joint Forces by Motion Capture and Machine Learning

le Giarmatzis, Georgios, Zacharaki, Evangelia I., Moustakas, Konstantinos
Foilsithe in Sensors (Basel) (2020)

Investigating machine learning techniques for MRI-based classification of brain neoplasms

le Zacharaki, Evangelia I., Kanas, Vasileios G., Davatzikos, Christos
Foilsithe in Int J Comput Assist Radiol Surg (2011)

A comparative study of biomechanical simulators in deformable registration of brain tumor images

le Zacharaki, Evangelia I., Hogea, Cosmina S., Biros, George, Davatzikos, Christos
Foilsithe 2008

Spike pattern recognition by supervised classification in low dimensional embedding space

le Zacharaki, Evangelia I., Mporas, Iosif, Garganis, Kyriakos, Megalooikonomou, Vasileios
Foilsithe in Brain Inform (2016)

ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images

le Zacharaki, Evangelia I., Shen, Dinggang, Lee, Seung-Koo, Davatzikos, Christos
Foilsithe 2008

Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth

le Zacharaki, Evangelia I., Hogea, Cosmina S., Shen, Dinggang, Biros, George, Davatzikos, Christos
Foilsithe 2009

Automatic single- and multi-label enzymatic function prediction by machine learning

le Amidi, Shervine, Amidi, Afshine, Vlachakis, Dimitrios, Paragios, Nikos, Zacharaki, Evangelia I.
Foilsithe in PeerJ (2017)

EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation

le Amidi, Afshine, Amidi, Shervine, Vlachakis, Dimitrios, Megalooikonomou, Vasileios, Paragios, Nikos, Zacharaki, Evangelia I.
Foilsithe in PeerJ (2018)

Integrating an openEHR-based personalized virtual model for the ageing population within HBase

le Kalogiannis, Spyridon, Deltouzos, Konstantinos, Zacharaki, Evangelia I., Vasilakis, Andreas, Moustakas, Konstantinos, Ellul, John, Megalooikonomou, Vasileios
Foilsithe in BMC Med Inform Decis Mak (2019)

Recognizing Physical Activity of Older People from Wearable Sensors and Inconsistent Data

le Papagiannaki, Aimilia, Zacharaki, Evangelia I., Kalouris, Gerasimos, Kalogiannis, Spyridon, Deltouzos, Konstantinos, Ellul, John, Megalooikonomou, Vasileios
Foilsithe in Sensors (Basel) (2019)

STEP: Spatiotemporal enhancement pattern for MR-based breast tumor diagnosis

le Zheng, Yuanjie, Englander, Sarah, Baloch, Sajjad, Zacharaki, Evangelia I., Fan, Yong, Schnall, Mitchell D., Shen, Dinggang
Foilsithe 2009

Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification

le Ntalianis, Vaggelis, Fakotakis, Nikos Dimitris, Nousias, Stavros, Lalos, Aris S., Birbas, Michael, Zacharaki, Evangelia I., Moustakas, Konstantinos
Foilsithe in Sensors (Basel) (2020)

Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme

le Zacharaki, Evangelia I., Wang, Sumei, Chawla, Sanjeev, Yoo, Dong Soo, Wolf, Ronald, Melhem, Elias R., Davatzikos, Christos
Foilsithe 2009

Insights into the molecular mechanisms of stress and inflammation in ageing and frailty of the elderly

le Vlachakis, Dimitrios, Zacharaki, Evangelia I, Tsiamaki, Eirini, Koulouri, Maria, Raftopoulou, Sofia, Papageorgiou, Louis, Chrousos, George P, Ellul, John, Megalooikonomou, Vasileios
Foilsithe in J Mol Biochem (2017)

Multi-parametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images

le Verma, Ragini, Zacharaki, Evangelia I., Ou, Yangming, Cai, Hongmin, Chawla, Sanjeev, Lee, Seung-Koo, Melhem, Elias R., Wolf, Ronald, Davatzikos, Christos
Foilsithe 2008

Quantification of Cystic Fibrosis Lung Disease with Radiomics-based CT Scores

le Chassagnon, Guillaume, Zacharaki, Evangelia I., Bommart, Sébastien, Burgel, Pierre-Régis, Chiron, Raphael, Dangeard, Séverine, Paragios, Nikos, Martin, Clémence, Revel, Marie-Pierre
Foilsithe in Radiol Cardiothorac Imaging (2020)

Deep Learning–based Approach for Automated Assessment of Interstitial Lung Disease in Systemic Sclerosis on CT Images

le Chassagnon, Guillaume, Vakalopoulou, Maria, Régent, Alexis, Zacharaki, Evangelia I., Aviram, Galit, Martin, Charlotte, Marini, Rafael, Bus, Norbert, Jerjir, Naïm, Mekinian, Arsène, Hua-Huy, Thông, Monnier-Cholley, Laurence, Benmostefa, Nouria, Mouthon, Luc, Dinh-Xuan, Anh-Tuan, Paragios, Nikos, Revel, Marie-Pierre
Foilsithe in Radiol Artif Intell (2020)