Concepedia

Justin Engelmann

JE

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Publications

4

Citations

76

H-Index

4

Active since

2021

Affiliations

University of Edinburgh(Current)

Centre for Inflammation Research

Justin Engelmann is an author at University of Edinburgh specializing in predictive analytics, statistics, and deep learning.

Top concepts

StatisticsEngineeringData ScienceDeep LearningMachine LearningData AugmentationPredictive AnalyticsStatistical Inference

Publications per year

2021–2024

4

Publications

4

Conditional Wasserstein GAN-based oversampling of tabular data for imbalanced learning

Justin Engelmann, Stefan Lessmann · Expert Systems with Applications · 2021 · 27 citations · Full text

Data Augmentation, Engineering, Machine Learning +9

Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning

Justin Engelmann, Alice McTrusty, Ian J. C. MacCormick et al. · Nature Machine Intelligence · 2022 · 25 citations · Full text

Using artificial intelligence to improve human performance: efficient retinal disease detection training with synthetic images

Hitoshi Tabuchi, Justin Engelmann, Fumiatsu Maeda et al. · British Journal of Ophthalmology · 2024 · 14 citations · Full text

An Open-Source Deep Learning Algorithm for Efficient and Fully Automatic Analysis of the Choroid in Optical Coherence Tomography

Jamie Burke, Justin Engelmann, Charlene Hamid et al. · Translational Vision Science & Technology · 2023 · 10 citations · Full text

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