Research graph
References from Interpretable multimodal classification for age-related macular degeneration diagnosis. Local targets link to admitted publications; unresolved targets remain external evidence.
Clinical performance of predicting late age-related macular degeneration development using multimodal imaging
2024 · External reference
Multimodal Assessment of OCT-derived Biomarkers of Geographic Atrophy (GA) and its Precursors
2024 · External reference
Deep learning automated detection of reticular pseudodrusen from fundus autofluorescence images or color fundus photographs in AREDS2
10.1016/j.ophtha.2020.05.036 · 2020 · External reference
Multimodal imaging of laser-induced choroidal neovascularization in pigmented rabbits
10.1038/s41598-023-35394-z · 2023 · External reference
Assessment of intraretinal hyperreflective foci using multimodal imaging in eyes with age-related macular degeneration
10.1111/aos.15708 · 2024 · External reference
Deep learning to predict geographic atrophy area and growth rate from multimodal imaging
10.1016/j.oret.2022.08.018 · 2023 · External reference
Ex Vivo OCT-Based Multimodal Imaging of Human Donor Eyes for Research into Age-Related Macular Degeneration
2023 · External reference
Imaging Modalities for Dry Macular Degeneration
10.1097/iio.0000000000000512 · 2024 · External reference
Deep-GA-Net for Accurate and Explainable Detection of Geographic Atrophy on OCT Scans
10.1016/j.xops.2023.100311 · 2023 · External reference
Quantitative approaches in multimodal fundus imaging: state of the art and future perspectives
10.1016/j.preteyeres.2022.101111 · 2023 · External reference
Unresolved reference
External reference
Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning
2021 · External reference
On OCT image classification via deep learning
10.1109/jphot.2019.2934484 · 2019 · External reference
Multimodal retinal image analysis via deep learning for the diagnosis of intermediate dry age-related macular degeneration: a feasibility study
10.1155/2020/7493419 · 2020 · External reference
The possibility of the combination of OCT and fundus images for improving the diagnostic accuracy of deep learning for age-related macular degeneration: a preliminary experiment
10.1007/s11517-018-1915-z · 2019 · External reference
Learning two-stream CNN for multi-modal age-related macular degeneration categorization
10.1109/jbhi.2022.3171523 · 2022 · External reference
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
10.1109/tnnls.2020.3027314 · 2021 · External reference
10.1016/j.media.2022.102470
10.1016/j.media.2022.102470 · External reference
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
10.1186/s40537-021-00444-8 · 2021 · External reference
Laterality Classification of Fundus Images Using Interpretable Deep Neural Network
10.1007/s10278-018-0099-2 · 2018 · External reference
DR GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images
10.1016/j.media.2020.101715 · 2020 · External reference
Discovery Radiomics With CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy
10.1109/access.2019.2893635 · 2019 · External reference
Medinoid: Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning
2019 · External reference
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography
10.1016/j.cmpb.2019.06.016 · 2019 · External reference
10.1109/embc.2019.8856899
10.1109/embc.2019.8856899 · External reference
10.1007/978-3-030-33850-3_3
10.1007/978-3-030-33850-3_3 · External reference
Explainable AI and Multi-Modal Causability in Medicine
10.1515/icom-2020-0024 · 2020 · External reference
Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data
10.3390/cancers13071590 · 2021 · External reference
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
10.1007/s11263-019-01228-7 · 2019 · External reference
Artifacts in optical coherence tomography
10.1016/j.sjopt.2014.02.010 · 2014 · External reference
Clinical assessment of mirror artifacts in spectral-domain optical coherence tomography
10.1167/iovs.09-4057 · 2010 · External reference
A view of the current and future role of optical coherence tomography in the management of age-related macular degeneration
10.1038/eye.2016.227 · 2017 · External reference
10.1145/2783258.2783332
10.1145/2783258.2783332 · External reference
Statistical comparisons of classifiers over multiple data set
2006 · External reference
Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead
10.1038/s42256-019-0048-x · 2019 · External reference
10.1109/wacv.2018.00097
10.1109/wacv.2018.00097 · External reference
Near-Infrared Reflectance Imaging in Retinal Diseases Affecting Young Patients
2021 · External reference
