Publications by authors named "Mitchell J Ross"

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Comparative analysis of natural language processing methodologies for classifying computed tomography enterography reports in Crohn's disease patients.
Jiayi Dai, Mi-Young Kim, Reed T Sutton, J Ross Mitchell, Randolph Goebel

NPJ Digit Med· May 2025

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Towards Longitudinal Glioma Segmentation: Evaluating combined pre- and post-treatment MRI training data for automated tumor segmentation using nnU-Net.
Sara Ranjbar, Kyle W Singleton, Lee Curtin, Lisa Paulson, Kamala Clark-Swanson, J Ross Mitchell

medRxiv· June 2023

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Author Correction: Federated learning enables big data for rare cancer boundary detection.
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-Han Wang, J Ross Mitchell

Nat Commun· January 2023

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Federated learning enables big data for rare cancer boundary detection.
Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-Han Wang, J Ross Mitchell

Nat Commun· December 2022

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Weakly Supervised Skull Stripping of Magnetic Resonance Imaging of Brain Tumor Patients.
Sara Ranjbar, Kyle W Singleton, Lee Curtin, Cassandra R Rickertsen, Lisa E Paulson, Joseph Ross Mitchell

Front Neuroimaging· April 2022

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A Question-and-Answer System to Extract Data From Free-Text Oncological Pathology Reports (CancerBERT Network): Development Study.
Joseph Ross Mitchell, Phillip Szepietowski, Rachel Howard, Phillip Reisman, Jennie D Jones

J Med Internet Res· March 2022

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Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data.
Joseph Ross Mitchell, Konstantinos Kamnitsas, Kyle W Singleton, Scott A Whitmire, Kamala R Clark-Swanson, Jeffrey S Ross

J Med Imaging (Bellingham)· September 2020

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A Deep Convolutional Neural Network for Annotation of Magnetic Resonance Imaging Sequence Type.
Sara Ranjbar, Kyle W Singleton, Pamela R Jackson, Cassandra R Rickertsen, Scott A Whitmire, J Ross Mitchell

J Digit Imaging· April 2020

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Brain MR Radiomics to Differentiate Cognitive Disorders.
Sara Ranjbar, Stefanie N Velgos, Amylou C Dueck, Yonas E Geda, J Ross Mitchell

J Neuropsychiatry Clin Neurosci· March 2020

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Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI.
Nathan Gaw, Andrea Hawkins-Daarud, Leland S Hu, Hyunsoo Yoon, Lujia Wang, J Ross Mitchell

Sci Rep· July 2019

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Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology.
An Tang, Roger Tam, Alexandre Cadrin-Chênevert, Will Guest, Jaron Chong, J Ross Mitchell

Can Assoc Radiol J· May 2018

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Computed Tomography-Based Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinoma.
Sara Ranjbar, Shuluo Ning, Christine M Zwart, Christopher P Wood, Steven M Weindling, J Ross Mitchell

J Comput Assist Tomogr· April 2018

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Computer-aided diagnosis of contrast-enhanced spectral mammography: A feasibility study.
Bhavika K Patel, Sara Ranjbar, Teresa Wu, Barbara A Pockaj, Jing Li, J Ross Mitchell

Eur J Radiol· January 2018

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Radiogenomics to characterize regional genetic heterogeneity in glioblastoma.
Leland S Hu, Shuluo Ning, Jennifer M Eschbacher, Leslie C Baxter, Nathan Gaw, J Ross Mitchell

Neuro Oncol· January 2017

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Multi-Parametric MRI and Texture Analysis to Visualize Spatial Histologic Heterogeneity and Tumor Extent in Glioblastoma.
Leland S Hu, Shuluo Ning, Jennifer M Eschbacher, Nathan Gaw, Amylou C Dueck, J Ross Mitchell

PLoS One· June 2016

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Adaptive noise correction of dual-energy computed tomography images.
Rafael Simon Maia, Christian Jacob, Amy K Hara, Alvin C Silva, William Pavlicek, J Ross Mitchell

Int J Comput Assist Radiol Surg· April 2016

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QuantitativeT2: interactive quantitative T2 MRI witnessed in mouse glioblastoma.
Tonima Sumya Ali, Thorarin Albert Bjarnason, Donna L Senger, Jeff F Dunn, Jeffery T Joseph, Joseph Ross Mitchell

J Med Imaging (Bellingham)· July 2015

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Selection and pilot implementation of a mobile image viewer: a case study.
Christine Marie Zwart, Miao He, Teresa Wu, Bart M Demaerschalk, Joseph Ross Mitchell

JMIR Mhealth Uhealth· May 2015

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Texture analysis of images using a two-dimensional fast time-frequency transform.
Chun Hing Cheng, Pyari Mohan Pradhan, Joseph Ross Mitchell

J Med Imaging (Bellingham)· April 2015

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An algorithm for noise correction of dual-energy computed tomography material density images.
Rafael Simon Maia, Christian Jacob, Amy K Hara, Alvin C Silva, William Pavlicek, Mitchell J Ross

Int J Comput Assist Radiol Surg· January 2015

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Pilot study: Evaluation of dual-energy computed tomography measurement strategies for positron emission tomography correlation in pancreatic adenocarcinoma.
Jorge Oldan, Miao He, Teresa Wu, Alvin C Silva, Jing Li, J Ross Mitchell

J Digit Imaging· December 2014

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Validity of the Apple iPhone® /iPod Touch® as an accelerometer-based physical activity monitor: a proof-of-concept study.
Meaghan Nolan, J Ross Mitchell, Patricia K Doyle-Baker

J Phys Act Health· May 2014

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Active inflammation increases the heterogeneity of MRI texture in mice with relapsing experimental allergic encephalomyelitis.
Yunyan Zhang, Jennifer Wells, Richard Buist, James Peeling, V Wee Yong, J Ross Mitchell

Magn Reson Imaging· February 2014

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Validation study of a fast, accurate, and precise brain tumor volume measurement.
Mong Dang, Jayesh Modi, Mike Roberts, Christopher Chan, J Ross Mitchell

Comput Methods Programs Biomed· August 2013

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A smartphone client-server teleradiology system for primary diagnosis of acute stroke.
J Ross Mitchell, Pranshu Sharma, Jayesh Modi, Mark Simpson, Monroe Thomas

J Med Internet Res· May 2011

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