Publications by authors named "Pascal N Tyrrell"

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Promising initial evaluation: the Shock Thyroid Imaging Score (STIS) could predict mortality in hemodynamically unstable trauma patients.
Matthew C Mueller, Jacques du Plessis, Abdelazim M E Mohammed, Rawan Abu Mughli, Michael E O'Keeffe, Pascal N Tyrrell

Emerg Radiol· August 2025

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Out-of-distribution generalization for segmentation of lymph node metastasis in breast cancer.
Yiannis Varnava, Kiran Jakate, Richard Garnett, Dimitrios Androutsos, Pascal N Tyrrell

Sci Rep· January 2025

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Towards a histological diagnosis of childhood small vessel CNS vasculitis.
Maryam Nabavi Nouri, Anastasia Dropol, Pascal N Tyrrell, Sheila Sheikh, Marinka Twilt

Pediatr Rheumatol Online J· December 2024

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Utilizing artificial intelligence for the detection of hemarthrosis in hemophilia using point-of-care ultrasonography.
Pascal N Tyrrell, María Teresa Alvarez-Román, Nihal Bakeer, Brigitte Brand-Staufer, Victor Jiménez-Yuste

Res Pract Thromb Haemost· November 2024

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Using diffusion models to generate synthetic labeled data for medical image segmentation.
Daniel G Saragih, Atsuhiro Hibi, Pascal N Tyrrell

Int J Comput Assist Radiol Surg· August 2024

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Development of a Multimodal Machine Learning-Based Prognostication Model for Traumatic Brain Injury Using Clinical Data and Computed Tomography Scans: A CENTER-TBI and CINTER-TBI Study.
Atsuhiro Hibi, Michael D Cusimano, Alexander Bilbily, Rahul G Krishnan, Pascal N Tyrrell

J Neurotrauma· June 2024

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Causal Forest Machine Learning Analysis of Parkinson's Disease in Resting-State Functional Magnetic Resonance Imaging.
Gabriel Solana-Lavalle, Michael D Cusimano, Thomas Steeves, Roberto Rosas-Romero, Pascal N Tyrrell

Tomography· June 2024

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Increased Prevalence of the Electrocardiographic Early Repolarization Pattern in Young Patients With Vagally Mediated Syncope: A Case-Control Study.
Mohit Singla, Pascal N Tyrrell, Manveer Khural, Gil J Gross

CJC Pediatr Congenit Heart Dis· April 2024

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Impact of Automated Prognostication on Traumatic Brain Injury Care: A Focus Group Study.
Atsuhiro Hibi, Michael D Cusimano, Alexander Bilbily, Rahul G Krishnan, Pascal N Tyrrell

Can J Neurol Sci· March 2024

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Approaches and Limitations of Machine Learning for Synthetic Ultrasound Generation: A Scoping Review.
Mauro Mendez, Shruthi Sundararaman, Linda Probyn, Pascal N Tyrrell

J Ultrasound Med· December 2023

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Automated screening of computed tomography using weakly supervised anomaly detection.
Atsuhiro Hibi, Michael D Cusimano, Alexander Bilbily, Rahul G Krishnan, Pascal N Tyrrell

Int J Comput Assist Radiol Surg· November 2023

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Neuroimaging Scoring Tools to Differentiate Inflammatory Central Nervous System Small-Vessel Vasculitis: A Need for Artificial Intelligence/Machine Learning?-A Scoping Review.
Alameen Damer, Emaan Chaudry, Daniel Eftekhari, Susanne M Benseler, Frozan Safi, Pascal N Tyrrell

Tomography· October 2023

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Analyzing Barriers and Enablers for the Acceptance of Artificial Intelligence Innovations into Radiology Practice: A Scoping Review.
Fatma A Eltawil, Michael Atalla, Emily Boulos, Afsaneh Amirabadi, Pascal N Tyrrell

Tomography· July 2023

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Error Consistency for Machine Learning Evaluation and Validation with Application to Biomedical Diagnostics.
Jacob Levman, Bryan Ewenson, Joe Apaloo, Derek Berger, Pascal N Tyrrell

Diagnostics (Basel)· April 2023

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Can Machine Learning Be Better than Biased Readers?
Atsuhiro Hibi, Rui Zhu, Pascal N Tyrrell

Tomography· April 2023

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Detection of solid and subsolid pulmonary nodules with lung MRI: performance of UTE, T1 gradient-echo, and single-shot T2 fast spin echo.
Felipe Sanchez, Pascal N Tyrrell, Patrick Cheung, Chinthaka Heyn, Simon Graham

Cancer Imaging· February 2023

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Automated identification and quantification of traumatic brain injury from CT scans: Are we there yet?
Atsuhiro Hibi, Majid Jaberipour, Michael D Cusimano, Alexander Bilbily, Rahul G Krishnan, Pascal N Tyrrell

Medicine (Baltimore)· November 2022

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α2-fraction and haptoglobin as biomarkers for disease activity in oligo- and polyarticular juvenile idiopathic arthritis.
Ludwig Zeller, Pascal N Tyrrell, Stella Wang, Nadine Fischer, Johannes-Peter Haas

Pediatr Rheumatol Online J· August 2022

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External Validation of O-RADS US Risk Stratification and Management System.
Kalesha Hack, Niket Gandhi, Genevieve Bouchard-Fortier, Tanya P Chawla, Sarah E Ferguson, Pascal N Tyrrell

Radiology· July 2022

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Magnetic Resonance Elastography-derived Stiffness Predicts Renal Function Loss and Is Associated With Microvascular Inflammation in Kidney Transplant Recipients.
Anwar S Shatil, Anish Kirpalani, Eyesha Younus, Pascal N Tyrrell, Adriana Krizova

Transplant Direct· June 2022

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Quantifying uncertainty in machine learning classifiers for medical imaging.
John Valen, Indranil Balki, Mauro Mendez, Wendi Qu, Jacob Levman, Pascal N Tyrrell

Int J Comput Assist Radiol Surg· April 2022

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Missed Breast Cancers on MRI in High-Risk Patients: A Retrospective Case-Control Study.
Julie Bilocq-Lacoste, Romuald Ferre, Grey Kuling, Anne L Martel, Pascal N Tyrrell

Tomography· February 2022

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Segmentation of white matter lesions in multicentre FLAIR MRI.
April Khademi, Adam Gibicar, Giordano Arezza, Justin DiGregorio, Pascal N Tyrrell

Neuroimage Rep· December 2021

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Survival analysis in lung cancer patients with interstitial lung disease.
Hassan Alomaish, Yee Ung, Stella Wang, Pascal N Tyrrell, Saly Abo Zahra

PLoS One· December 2021

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Caffeine, genetic variation and anaerobic performance in male athletes: a randomized controlled trial.
Marc Sicova, Nanci S Guest, Pascal N Tyrrell, Ahmed El-Sohemy

Eur J Appl Physiol· December 2021

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