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List of works by Martin Rozycki

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

scientific article published on 5 September 2017

Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma

scientific article published on 17 February 2018

Correlations of atrial diameter and frontooccipital horn ratio with ventricle size in fetal ventriculomegaly.

scientific article

GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation

scientific article published on 01 January 2016

Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma

scientific article published on 04 March 2020

In Vivo Detection of EGFRvIII in Glioblastoma via Perfusion Magnetic Resonance Imaging Signature Consistent with Deep Peritumoral Infiltration: The φ-Index.

scientific article published on 20 April 2017

In vivo evaluation of EGFRvIII mutation in primary glioblastoma patients via complex multiparametric MRI signature.

scientific article published on 30 March 2018

Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1.

scientific article

Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning ⬇️

scientific article published on 01 March 2018

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework

scientific article published in October 2016

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