Follow
Aikaterini Kotrotsou
Aikaterini Kotrotsou
Research Programmer, MD Anderson Cancer Center
Verified email at mdanderson.org
Title
Cited by
Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
18342018
Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data
MJ Sheller, B Edwards, GA Reina, J Martin, S Pati, A Kotrotsou, ...
Scientific reports 10 (1), 12598, 2020
10792020
The rsna-asnr-miccai brats 2021 benchmark on brain tumor segmentation and radiogenomic classification
U Baid, S Ghodasara, S Mohan, M Bilello, E Calabrese, E Colak, ...
arXiv preprint arXiv:2107.02314, 2021
5452021
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
1492022
Multicenter study demonstrates radiomic features derived from magnetic resonance perfusion images identify pseudoprogression in glioblastoma
N Elshafeey, A Kotrotsou, A Hassan, N Elshafei, I Hassan, S Ahmed, ...
Nature communications 10 (1), 3170, 2019
1302019
Identifying the best machine learning algorithms for brain tumor segmentation
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
progression assessment, and overall survival prediction in the BRATS …, 2018
1182018
Radiomics to predict immunotherapy-induced pneumonitis: proof of concept
RR Colen, T Fujii, MA Bilen, A Kotrotsou, S Abrol, KR Hess, J Hajjar, ...
Investigational new drugs 36, 601-607, 2018
1062018
Radiomics in brain tumors: an emerging technique for characterization of tumor environment
A Kotrotsou, PO Zinn, RR Colen
Magnetic Resonance Imaging Clinics 24 (4), 719-729, 2016
922016
A coclinical radiogenomic validation study: conserved magnetic resonance radiomic appearance of periostin-expressing glioblastoma in patients and xenograft models
PO Zinn, SK Singh, A Kotrotsou, I Hassan, G Thomas, MM Luedi, ...
Clinical Cancer Research 24 (24), 6288-6299, 2018
882018
The federated tumor segmentation (fets) challenge
S Pati, U Baid, M Zenk, B Edwards, M Sheller, GA Reina, P Foley, ...
arXiv preprint arXiv:2105.05874, 2021
722021
Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training
S Thakur, J Doshi, S Pati, S Rathore, C Sako, M Bilello, SM Ha, G Shukla, ...
NeuroImage 220, 117081, 2020
652020
Phase I study of intraventricular infusions of autologous ex vivo expanded NK cells in children with recurrent medulloblastoma and ependymoma
S Khatua, LJN Cooper, DI Sandberg, L Ketonen, JM Johnson, ME Rytting, ...
Neuro-oncology 22 (8), 1214-1225, 2020
622020
Ex vivo T2 relaxation: associations with age-related neuropathology and cognition
RJ Dawe, DA Bennett, JA Schneider, SE Leurgans, A Kotrotsou, PA Boyle, ...
Neurobiology of aging 35 (7), 1549-1561, 2014
542014
The rsna-asnr-miccai brats 2021 benchmark on brain tumor segmentation and radiogenomic classification. arXiv 2021
U Baid, S Ghodasara, S Mohan, M Bilello, E Calabrese, E Colak, ...
arXiv preprint arXiv:2107.02314, 2021
532021
Neuropathologic correlates of regional brain volumes in a community cohort of older adults
A Kotrotsou, JA Schneider, DA Bennett, SE Leurgans, RJ Dawe, PA Boyle, ...
Neurobiology of aging 36 (10), 2798-2805, 2015
492015
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
392022
Radiomic Phenotyping in Brain Cancer to Unravel Hidden Information in Medical Images.
S Abrol, A Kotrotsou, A Salem, PO Zinn, RR Colen
Topics in Magnetic Resonance Imaging 26 (1), 43-53, 2017
392017
Distinct radiomic phenotypes define glioblastoma TP53-PTEN-EGFR mutational landscape
PO Zinn, SK Singh, A Kotrotsou, S Abrol, G Thomas, J Mosley, A Elakkad, ...
Neurosurgery 64 (CN_suppl_1), 203-210, 2017
372017
Multi-center study finds postoperative residual non-enhancing component of glioblastoma as a new determinant of patient outcome
A Kotrotsou, A Elakkad, J Sun, GA Thomas, D Yang, S Abrol, W Wei, ...
Journal of neuro-oncology 139, 125-133, 2018
362018
Ex vivo MR volumetry of human brain hemispheres
A Kotrotsou, DA Bennett, JA Schneider, RJ Dawe, T Golak, SE Leurgans, ...
Magnetic resonance in medicine 71 (1), 364-374, 2014
362014
The system can't perform the operation now. Try again later.
Articles 1–20