Joseph Ross Mitchell

10PUBLICATIONS
95CO-AUTHORS
Rheumatology and arthritisNatural language processingPredictive and prognostic markersDeep learningBiomedical imaging
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Publications (10)

|Apr 16, 2026
Accuracy of Visual Inspection Alone to Assess Joint Effusions of the Hand: Cross-Sectional Study.

|Apr 08, 2026
The Alberta Quality Assessment Tool: Risk of Bias (AQAT:RoB) for the Evaluation of Medical Large Language Model Question-Answer Studies: Development and Pilot Validation.

Carrie Ye, Joseph Ross Mitchell, Daniel C Baumgart

|Jun 19, 2023
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

|Mar 23, 2022
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

|Oct 26, 2020
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

|Jul 13, 2019
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

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Frequent Collaborators

4 joint publications

Joseph M Hoxworth

3 joint publications

Andrea Hawkins-Daarud

3 joint publications

Sara Ranjbar

3 joint publications

Christine Marie Zwart