Alert button
Picture for Amos Storkey

Amos Storkey

Alert button

Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography

Dec 05, 2023
Justin Engelmann, Jamie Burke, Charlene Hamid, Megan Reid-Schachter, Dan Pugh, Neeraj Dhaun, Diana Moukaddem, Lyle Gray, Niall Strang, Paul McGraw, Amos Storkey, Paul J. Steptoe, Stuart King, Tom MacGillivray, Miguel O. Bernabeu, Ian J. C. MacCormick

Viaarxiv icon

DLAS: An Exploration and Assessment of the Deep Learning Acceleration Stack

Nov 15, 2023
Perry Gibson, José Cano, Elliot J. Crowley, Amos Storkey, Michael O'Boyle

Viaarxiv icon

Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement Learning

Oct 09, 2023
Trevor McInroe, Stefano V. Albrecht, Amos Storkey

Viaarxiv icon

Chunking: Forgetting Matters in Continual Learning even without Changing Tasks

Oct 03, 2023
Thomas L. Lee, Amos Storkey

Viaarxiv icon

Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT

Sep 29, 2023
Alessandro Fontanella, Wenwen Li, Grant Mair, Antreas Antoniou, Eleanor Platt, Paul Armitage, Emanuele Trucco, Joanna Wardlaw, Amos Storkey

Figure 1 for Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT
Figure 2 for Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT
Figure 3 for Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT
Figure 4 for Development of a Deep Learning Method to Identify Acute Ischemic Stroke Lesions on Brain CT
Viaarxiv icon

Challenges of building medical image datasets for development of deep learning software in stroke

Sep 26, 2023
Alessandro Fontanella, Wenwen Li, Grant Mair, Antreas Antoniou, Eleanor Platt, Chloe Martin, Paul Armitage, Emanuele Trucco, Joanna Wardlaw, Amos Storkey

Figure 1 for Challenges of building medical image datasets for development of deep learning software in stroke
Figure 2 for Challenges of building medical image datasets for development of deep learning software in stroke
Figure 3 for Challenges of building medical image datasets for development of deep learning software in stroke
Figure 4 for Challenges of building medical image datasets for development of deep learning software in stroke
Viaarxiv icon

Contrastive Learning for Non-Local Graphs with Multi-Resolution Structural Views

Aug 19, 2023
Asif Khan, Amos Storkey

Figure 1 for Contrastive Learning for Non-Local Graphs with Multi-Resolution Structural Views
Figure 2 for Contrastive Learning for Non-Local Graphs with Multi-Resolution Structural Views
Figure 3 for Contrastive Learning for Non-Local Graphs with Multi-Resolution Structural Views
Figure 4 for Contrastive Learning for Non-Local Graphs with Multi-Resolution Structural Views
Viaarxiv icon

Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images

Aug 03, 2023
Alessandro Fontanella, Grant Mair, Joanna Wardlaw, Emanuele Trucco, Amos Storkey

Figure 1 for Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images
Figure 2 for Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images
Figure 3 for Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images
Figure 4 for Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images
Viaarxiv icon

QuickQual: Lightweight, convenient retinal image quality scoring with off-the-shelf pretrained models

Jul 25, 2023
Justin Engelmann, Amos Storkey, Miguel O. Bernabeu

Viaarxiv icon

Label Noise: Correcting a Correction

Jul 24, 2023
William Toner, Amos Storkey

Viaarxiv icon