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Justin Engelmann
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 11
Top Topics
Image Modalities
Blood Vessels
Retinal Images
Fractal Dimension
Top Venues
CoRR
OMIA@MICCAI
Nat. Mac. Intell.
Expert Syst. Appl.
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Publications
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Jamie Burke
,
Justin Engelmann
,
Charlene Hamid
,
Megan Reid-Schachter
,
Tom Pearson
,
Dan Pugh
,
Neeraj Dhaun
,
Stuart King
,
Tom J. MacGillivray
,
Miguel O. Bernabeu
,
Amos J. Storkey
,
Ian J. C. MacCormick
Efficient and fully-automatic retinal choroid segmentation in OCT through DL-based distillation of a hand-crafted pipeline.
CoRR
(2023)
Justin Engelmann
,
Amos J. Storkey
,
Miguel O. Bernabeu
QuickQual: Lightweight, convenient retinal image quality scoring with off-the-shelf pretrained models.
CoRR
(2023)
Justin Engelmann
,
Jamie Burke
,
Charlene Hamid
,
Megan Reid-Schachter
,
Dan Pugh
,
Neeraj Dhaun
,
Diana Moukaddem
,
Lyle Gray
,
Niall C. Strang
,
Paul McGraw
,
Amos J. Storkey
,
Paul J. Steptoe
,
Stuart King
,
Tom J. MacGillivray
,
Miguel O. Bernabeu
,
Ian J. C. MacCormick
Choroidalyzer: An open-source, end-to-end pipeline for choroidal analysis in optical coherence tomography.
CoRR
(2023)
Justin Engelmann
,
Amos J. Storkey
,
Miguel O. Bernabeu
QuickQual: Lightweight, Convenient Retinal Image Quality Scoring with Off-the-Shelf Pretrained Models.
OMIA@MICCAI
(2023)
Justin Engelmann
,
Alice D. McTrusty
,
Ian J. C. MacCormick
,
Emma Pead
,
Amos J. Storkey
,
Miguel O. Bernabeu
Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning.
Nat. Mac. Intell.
4 (12) (2022)
Justin Engelmann
,
Ana Villaplana-Velasco
,
Amos J. Storkey
,
Miguel O. Bernabeu
Robust and efficient computation of retinal fractal dimension through deep approximation.
CoRR
(2022)
Justin Engelmann
,
Alice D. McTrusty
,
Ian J. C. MacCormick
,
Emma Pead
,
Amos J. Storkey
,
Miguel O. Bernabeu
Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions.
CoRR
(2022)
Justin Engelmann
,
Ana Villaplana-Velasco
,
Amos J. Storkey
,
Miguel O. Bernabeu
Robust and Efficient Computation of Retinal Fractal Dimension Through Deep Approximation.
OMIA@MICCAI
(2022)
Justin Engelmann
,
Amos J. Storkey
,
Miguel O. Bernabeu
Global explainability in aligned image modalities.
CoRR
(2021)
Justin Engelmann
,
Stefan Lessmann
Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning.
Expert Syst. Appl.
174 (2021)
Justin Engelmann
,
Stefan Lessmann
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning.
CoRR
(2020)