Pascal Tyrrell

Director of Data Science/ Associate Professor

University of Toronto

Canada

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Articles (18)

Diffusion-Based Image Synthesis or Traditional Augmentation for Enriching Musculoskeletal Ultrasound Datasets

Year:

2024

Using diffusion models to generate synthetic labeled data for medical image segmentation

Year:

2024

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

Year:

2024

Causal Forest Machine Learning Analysis of Parkinson’s Disease in Resting-State Functional Magnetic Resonance Imaging

Year:

2024

Increased Prevalence of the Electrocardiographic Early Repolarization Pattern in Young Patients With Vagally Mediated Syncope: A Case-Control Study

Year:

2024

Impact of Automated Prognostication on Traumatic Brain Injury Care: A Focus Group Study

Year:

2024

Detection of solid and subsolid pulmonary nodules with lung MRI: performance of UTE, T1 gradient-echo, and single-shot T2 fast spin echo

Year:

2023

Analyzing Barriers and Enablers for the Acceptance of Artificial Intelligence Innovations into Radiology Practice: A Scoping Review

Year:

2023

FLAIR MRI biomarkers of the Normal‐Appearing Brain Matter (NABM) are related to APOE‐4 status and CSF markers Aβ42 and Tau

Year:

2023

Automated screening of computed tomography using weakly supervised anomaly detection

Year:

2023

Can Machine Learning Be Better than Biased Readers?

Year:

2023

Error Consistency for Machine Learning Evaluation and Validation with Application to Biomedical Diagnostics

Year:

2023

Approaches and Limitations of Machine Learning for Synthetic Ultrasound Generation

Year:

2023

Neuroimaging Scoring Tools to Differentiate Inflammatory Central Nervous System Small-Vessel Vasculitis: A Need for Artificial Intelligence/Machine Learning?—A Scoping Review

Year:

2023

α2-fraction and haptoglobin as biomarkers for disease activity in oligo- and polyarticular juvenile idiopathic arthritis

Year:

2022

Automated identification and quantification of traumatic brain injury from CT scans: Are we there yet?

Year:

2022

External Validation of O-RADS US Risk Stratification and Management System

Year:

2022

Cross-sectional and longitudinal Biomarker extraction and analysis for multicentre FLAIR brain MRI

Year:

2022

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