GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation. - Spyridon Bakas; Ke Zeng; Aristeidis Sotiras; Saima Rathore; Hamed Akbari; Bilwaj Gaonkar; Martin Rozycki; Sarthak Pati; Christos Davatzikos (Brainles@MICCAI, 2015)

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework. - Ke Zeng; Spyridon Bakas; Aristeidis Sotiras; Hamed Akbari; Martin Rozycki; Saima Rathore; Sarthak Pati; Christos Davatzikos (BrainLes@MICCAI, 2016)

Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma. - Saima Rathore; Spyridon Bakas; Sarthak Pati; Hamed Akbari; Ratheesh Kalarot; Patmaa Sridharan; Martin Rozycki; Mark Bergman; Birkan Tunç; Ragini Verma; Michel Bilello; Christos Davatzikos (BrainLes@MICCAI, 2017)

Deriving stable multi-parametric MRI radiomic signatures in the presence of inter-scanner variations: survival prediction of glioblastoma via imaging pattern analysis and machine learning techniques. - Saima Rathore; Spyridon Bakas; Hamed Akbari; Gaurav Shukla; Martin Rozycki; Christos Davatzikos (Computer-Aided Diagnosis, 2018)

Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma. - Saima Rathore; Hamed Akbari; Jimit Doshi; Gaurav Shukla; Martin Rozycki; Michel Bilello; Robert Lustig; Christos Davatzikos (Image-Guided Procedures, 2018)

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge. - Spyridon Bakas; Mauricio Reyes 001; András Jakab; Stefan Bauer; Markus Rempfler; Alessandro Crimi; Russell Takeshi Shinohara; Christoph Berger; Sung Min Ha; Martin Rozycki; Marcel Prastawa; Esther Alberts; et al. (CoRR, 2018)

Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols. - Spyridon Bakas; Gaurav Shukla; Hamed Akbari; Güray Erus; Aristeidis Sotiras; Saima Rathore; Chiharu Sako; Sung Min Ha; Martin Rozycki; Ashish Singh; Russell T. Shinohara; Michel Bilello; et al. (Image-Guided Procedures, 2020)