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[HTML][HTML] Trustworthy AI: closing the gap between development and integration of AI systems in ophthalmic practice
C González-Gonzalo, EF Thee, CCW Klaver… - Progress in retinal and …, 2022 - Elsevier
An increasing number of artificial intelligence (AI) systems are being proposed in
ophthalmology, motivated by the variety and amount of clinical and imaging data, as well as …
ophthalmology, motivated by the variety and amount of clinical and imaging data, as well as …
Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5)
O Leingang, S Riedl, J Mai, GS Reiter, G Faustmann… - Scientific reports, 2023 - nature.com
Real-world retinal optical coherence tomography (OCT) scans are available in abundance
in primary and secondary eye care centres. They contain a wealth of information to be …
in primary and secondary eye care centres. They contain a wealth of information to be …
Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learning
Deep neural networks have been increasingly proposed for automated screening and
diagnosis of retinal diseases from optical coherence tomography (OCT), but often provide …
diagnosis of retinal diseases from optical coherence tomography (OCT), but often provide …
Transformer-based end-to-end classification of variable-length volumetric data
The automatic classification of 3D medical data is memory-intensive. Also, variations in the
number of slices between samples is common. Naïve solutions such as subsampling can …
number of slices between samples is common. Naïve solutions such as subsampling can …
A Deep Learning Network for Accurate Retinal Multidisease Diagnosis Using Multiview Fusion of En Face and B-Scan Images: A Multicenter Study
C Ou, X Wei, L An, J Qin, M Zhu, M **… - … Vision Science & …, 2024 - tvst.arvojournals.org
Purpose: Accurate diagnosis of retinal disease based on optical coherence tomography
(OCT) requires scrutiny of both B-scan and en face images. The aim of this study was to …
(OCT) requires scrutiny of both B-scan and en face images. The aim of this study was to …