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List of works by Evangelia Zacharaki

(Hyper)-graphical models in biomedical image analysis

scientific article published on 23 June 2016

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

scientific article published in March 2008

A digital subtraction radiography scheme based on automatic multiresolution registration.

scientific article

Abnormality Segmentation in Brain Images Via Distributed Estimation ⬇️

scientific article published on December 7, 2011

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

scientific article

Data fusion for paroxysmal events' classification from EEG.

scientific article

Deep CNN Sparse Coding for Real Time Inhaler Sounds Classification

scientific article published on 21 April 2020

Deformable registration of brain tumor images via a statistical model of tumor-induced deformation

scientific article published on 24 July 2006

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

scientific article

Evaluation of time and frequency domain features for seizure detection from combined EEG and ECG signals

Individualized statistical learning from medical image databases: application to identification of brain lesions

scientific article published on 17 February 2014

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

scientific article

Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma

scientific article

MANIFOLD-CONSTRAINED EMBEDDINGS FOR THE DETECTION OF WHITE MATTER LESIONS IN BRAIN MRI.

scientific article published on December 2012

Modeling tumor growth and irradiation response in vitro--a combination of high-performance computing and web-based technologies including VRML visualization.

scientific article

Multi-parametric analysis and registration of brain tumors: constructing statistical atlases and diagnostic tools of predictive value

scientific article published in January 2011

Multiparametric tissue abnormality characterization using manifold regularization

Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images

scientific article

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

scientific article published on July 2009

ORBIT: a multiresolution framework for deformable registration of brain tumor images

scientific article

One-class classification of temporal EEG patterns for K-complex extraction

scientific article published in January 2013

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

scientific article published on 04 December 2020

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

scientific article published on 20 February 2019

Revealing the dynamic modularity of composite biological networks in breast cancer treatment

scientific article published in January 2012

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

scientific article

Simulating growth dynamics and radiation response of avascular tumour spheroids-model validation in the case of an EMT6/Ro multicellular spheroid

scientific article published in December 2004

Spike pattern recognition by supervised classification in low dimensional embedding space

scientific article published on 16 March 2016

Survival analysis of patients with high-grade gliomas based on data mining of imaging variables

scientific article

Telematics enabled virtual simulation system for radiation treatment planning

scientific article published in November 2005

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