Publications by authors named "Martin Rozycki"

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Does Gender Impact a Diagnosis of Ankylosing Spondylitis?
Mark C Hwang, Martin Rozycki, David Kauffman, Theresa Arndt, Esther Yi

ACR Open Rheumatol· June 2022

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Longitudinal analysis of the patient pathways to diagnosis of psoriatic arthritis.
Alexis Ogdie, Martin Rozycki, Theresa Arndt, Cheng Shi, Nina Kim

Arthritis Res Ther· October 2021

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Predicting pediatric optic pathway glioma progression using advanced magnetic resonance image analysis and machine learning.
Jared M Pisapia, Hamed Akbari, Martin Rozycki, Jayesh P Thawani, Phillip B Storm

Neurooncol Adv· August 2020

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Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma.
Hamed Akbari, Saima Rathore, Spyridon Bakas, MacLean P Nasrallah, Gaurav Shukla, Martin Rozycki

Cancer· June 2020

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Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities.
Spyridon Bakas, Gaurav Shukla, Hamed Akbari, Guray Erus, Aristeidis Sotiras, Martin Rozycki

J Med Imaging (Bellingham)· May 2020

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Use of machine learning techniques in the development and refinement of a predictive model for early diagnosis of ankylosing spondylitis.
Atul Deodhar, Martin Rozycki, Cody Garges, Oodaye Shukla, Theresa Arndt

Clin Rheumatol· April 2020

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Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols.
Spyridon Bakas, Gaurav Shukla, Hamed Akbari, Guray Erus, Aristeidis Sotiras, Martin Rozycki

Proc SPIE Int Soc Opt Eng· February 2020

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Application of machine learning in the diagnosis of axial spondyloarthritis.
Jessica A Walsh, Martin Rozycki, Esther Yi, Yujin Park

Curr Opin Rheumatol· July 2019

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Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals.
Martin Rozycki, Theodore D Satterthwaite, Nikolaos Koutsouleris, Guray Erus, Jimit Doshi

Schizophr Bull· August 2018

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In vivo evaluation of EGFRvIII mutation in primary glioblastoma patients via complex multiparametric MRI signature.
Hamed Akbari, Spyridon Bakas, Jared M Pisapia, MacLean P Nasrallah, Martin Rozycki

Neuro Oncol· July 2018

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Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning.
Saima Rathore, Hamed Akbari, Jimit Doshi, Gaurav Shukla, Martin Rozycki

J Med Imaging (Bellingham)· April 2018

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Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1.
Saima Rathore, Hamed Akbari, Martin Rozycki, Kalil G Abdullah, MacLean P Nasrallah

Sci Rep· March 2018

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Use of Fetal Magnetic Resonance Image Analysis and Machine Learning to Predict the Need for Postnatal Cerebrospinal Fluid Diversion in Fetal Ventriculomegaly.
Jared M Pisapia, Hamed Akbari, Martin Rozycki, Hannah Goldstein, Spyridon Bakas

JAMA Pediatr· February 2018

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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, Martin Rozycki

Brainlesion· February 2018

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Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features.
Spyridon Bakas, Hamed Akbari, Aristeidis Sotiras, Michel Bilello, Martin Rozycki

Sci Data· September 2017

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Detection of EGFRvIII in Glioblastoma via Perfusion Magnetic Resonance Imaging Signature Consistent with Deep Peritumoral Infiltration: The -Index.
Spyridon Bakas, Hamed Akbari, Jared Pisapia, Maria Martinez-Lage, Martin Rozycki

Clin Cancer Res· August 2017

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Correlations of atrial diameter and frontooccipital horn ratio with ventricle size in fetal ventriculomegaly.
Jared M Pisapia, Martin Rozycki, Hamed Akbari, Spyridon Bakas, Jayesh P Thawani

J Neurosurg Pediatr· March 2017

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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

Brainlesion· October 2016

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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, Martin Rozycki

Brainlesion· January 2016

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Memory, executive, and multidomain subtle cognitive impairment: clinical and biomarker findings.
Jon B Toledo, Maria Bjerke, Kewei Chen, Martin Rozycki, Clifford R Jack

Neurology· July 2015

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