학술논문

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발행년	- (예 : 2010-2015)

3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression From Longitudinal OCTs

Academic Journal

Emre, T.; Chakravarty, A.; Rivail, A.; Lachinov, D.; Leingang, O.; Riedl, S.; Mai, J.; Scholl, H.P.N.; Sivaprasad, S.; Rueckert, D.; Lotery, A.; Schmidt-Erfurth, U.; Bogunovic, H.

IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 43(9):3200-3210 Sep, 2024

Full Text (IEEE) Web of Science JCR 저널정보 Scopus Find it@PNU

Pretraining of 3D image segmentation models for retinal OCT using denoising-based self-supervised learning

Academic Journal

Rivail, A.; Araújo, T.; Bogunović, H.; Schmidt-Erfurth, U.

In: Biomedical Optics Express. (Biomedical Optics Express, 1 September 2024, 15(9):5025-5040)

Full Text (OSA) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Sequence of Morphological Changes Preceding Atrophy in Intermediate AMD Using Deep Learning

Academic Journal

Riedl, S.; Schmidt-Erfurth, U.; Rivail, A.; Birner, K.; Mai, J.; Vogl, W.-D.; Bogunović, H.; Reiter, G.S.; Wu, Z.; Guymer, R.H.

In: Investigative Ophthalmology and Visual Science. (Investigative Ophthalmology and Visual Science, July 2024, 65(8))

Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Deep survival modeling of longitudinal retinal OCT volumes for predicting the onset of atrophy in patients with intermediate AMD

Academic Journal

Rivail, A.; Bogunović, H.; Vogl, W.-D.; Riedl, S.; Grechenig, C.; Coulibaly, L.M.; Reiter, G.S.; Schmidt-Erfurth, U.; Guymer, R.H.; Wu, Z.

In: Biomedical Optics Express. (Biomedical Optics Express, 1 June 2023, 14(6):2449-2464)

Full Text (OSA) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report

Book

Emre, T.; Chakravarty, A.; Riedl, S.; Mai, J.; Schmidt-Erfurth, U.; Oghbaie, M.; Rivail, A.; Bogunović, H.; Sivaprasad, S.; Rueckert, D.; P.N. Scholl, H.; Lotery, A.

In: Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2023, 14096 LNCS:132-141)

Scopus Find it@PNU

TINC: Temporally Informed Non-contrastive Learning for Disease Progression Modeling in Retinal OCT Volumes

Book

Emre, T.; Chakravarty, A.; Rivail, A.; Riedl, S.; Schmidt-Erfurth, U.; Bogunović, H.

In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, 13432 LNCS:625-634)

Scopus Find it@PNU

Retinal OCT analysis and prediction with deep learning

Conference

Bogunović, H.; Vogl, W.-D.; Seeböck, P.; Rivail, A.; Schmidt-Erfurth, U.

In: Optics InfoBase Conference Papers, Optical Coherence Tomography, OCT 2020. (Optics InfoBase Conference Papers, 2020, Part F180-OCT-2020)

Scopus Find it@PNU

Correction to: Modeling Disease Progression in Retinal OCTs with Longitudinal Self-supervised Learning (Predictive Intelligence in Medicine, LNCS 11843, https://doi.org/10.1007/978-3-030-32281-6_5)

Book

Rivail, A.; Schmidt-Erfurth, U.; Vogl, W.D.; Waldstein, S.M.; Waldstein, S.M.; Riedl, S.; Grechenig, C.; Wu, Z.; Bogunovic, H.

In: Predictive Intelligence in Medicine - 2nd International Workshop, PRIME 2019, Held in Conjunction with MICCAI 2019, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, 11843 LNCS:C1)

Scopus Find it@PNU

Modeling disease progression in retinal OCTs with longitudinal self-supervised learning

Book

Rivail, A.; Schmidt-Erfurth, U.; Vogel, W.-D.; Waldstein, S.M.; Riedl, S.; Grechenig, C.; Bogunovic, H.; Wu, Z.

In: Predictive Intelligence in Medicine - 2nd International Workshop, PRIME 2019, Held in Conjunction with MICCAI 2019, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, 11843 LNCS:44-52)

Scopus Find it@PNU

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