Evangelia I. Zacharaki
University of Miami(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, Medical Image Segmentation Techniques, MRI in cancer diagnosis, EEG and Brain-Computer Interfaces, Medical Imaging Techniques and Applications
Most-Cited Works
- → Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme(2009)835 cited
- → Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology(2017)763 cited
- → Multiparametric Tissue Characterization of Brain Neoplasms and Their Recurrence Using Pattern Classification of MR Images(2008)135 cited
- → ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images(2008)107 cited
- → Deformable registration of brain tumor images via a statistical model of tumor-induced deformation(2006)104 cited
- → EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation(2018)100 cited
- → Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma(2016)97 cited
- → AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation(2018)84 cited
- → Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth(2009)77 cited
- → Survival Analysis of Patients with High-Grade Gliomas Based on Data Mining of Imaging Variables(2012)76 cited