Evangelia I. Zacharaki

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

Evangelia I. Zacharaki, Sumei Wang, Sanjeev Chawla et al. · Magnetic Resonance in Medicine · 2009 · 831 citations · Full text

Engineering, Diagnosis, Feature Extraction +24

Federated learning enables big data for rare cancer boundary detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards et al. · Nature Communications · 2022 · 306 citations · Full text

Multiparametric Tissue Characterization of Brain Neoplasms and Their Recurrence Using Pattern Classification of MR Images

Ragini Verma, Evangelia I. Zacharaki, Yangming Ou et al. · Academic Radiology · 2008 · 135 citations · Full text

Engineering, Mr Images, Diagnostic Imaging +16

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

Evangelia I. Zacharaki, Dinggang Shen, Seung‐Koo Lee et al. · IEEE Transactions on Medical Imaging · 2008 · 107 citations · Full text

Engineering, Biomedical Engineering, Neuro-oncology +22

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

Ashraf Mohamed, Evangelia I. Zacharaki, Danny D. Shen et al. · Medical Image Analysis · 2006 · 104 citations

Geometric Modeling, Image Analysis, Engineering +15