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Deep Learning-Based Detection of Carotid Plaques Informs Cardiovascular Risk Prediction and Reveals Genetic Drivers of Atherosclerosis.
Omarov M, Zhang L, Jorshery SD, Malik R, Das B, Bellomo TR, Mansmann U, Menten MJ, Natarajan P, Dichgans M, Raghu VK, Anderson CD, Georgakis MK. Omarov M, et al. Among authors: menten mj. medRxiv [Preprint]. 2024 Oct 18:2024.10.17.24315675. doi: 10.1101/2024.10.17.24315675. medRxiv. 2024. PMID: 39484270 Free PMC article. Preprint.
Metadata-enhanced contrastive learning from retinal optical coherence tomography images.
Holland R, Leingang O, Bogunović H, Riedl S, Fritsche L, Prevost T, Scholl HPN, Schmidt-Erfurth U, Sivaprasad S, Lotery AJ, Rueckert D, Menten MJ; PINNACLE consortium. Holland R, et al. Among authors: menten mj. Med Image Anal. 2024 Oct;97:103296. doi: 10.1016/j.media.2024.103296. Epub 2024 Aug 10. Med Image Anal. 2024. PMID: 39154616 Free article.
Deep Learning-Based Clustering of OCT Images for Biomarker Discovery in Age-Related Macular Degeneration (PINNACLE Study Report 4).
Holland R, Kaye R, Hagag AM, Leingang O, Taylor TRP, Bogunović H, Schmidt-Erfurth U, Scholl HPN, Rueckert D, Lotery AJ, Sivaprasad S, Menten MJ. Holland R, et al. Among authors: menten mj. Ophthalmol Sci. 2024 May 31;4(6):100543. doi: 10.1016/j.xops.2024.100543. eCollection 2024 Nov-Dec. Ophthalmol Sci. 2024. PMID: 39139544 Free PMC article.
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations.
Kreitner L, Paetzold JC, Rauch N, Chen C, Hagag AM, Fayed AE, Sivaprasad S, Rausch S, Weichsel J, Menze BH, Harders M, Knier B, Rueckert D, Menten MJ. Kreitner L, et al. Among authors: menten mj. IEEE Trans Med Imaging. 2024 Jun;43(6):2061-2073. doi: 10.1109/TMI.2024.3354408. Epub 2024 Jun 3. IEEE Trans Med Imaging. 2024. PMID: 38224512
Exploring Healthy Retinal Aging with Deep Learning.
Menten MJ, Holland R, Leingang O, Bogunović H, Hagag AM, Kaye R, Riedl S, Traber GL, Hassan ON, Pawlowski N, Glocker B, Fritsche LG, Scholl HPN, Sivaprasad S, Schmidt-Erfurth U, Rueckert D, Lotery AJ. Menten MJ, et al. Ophthalmol Sci. 2023 Mar 1;3(3):100294. doi: 10.1016/j.xops.2023.100294. eCollection 2023 Sep. Ophthalmol Sci. 2023. PMID: 37113474 Free PMC article.
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling.
Ezhov I, Scibilia K, Franitza K, Steinbauer F, Shit S, Zimmer L, Lipkova J, Kofler F, Paetzold JC, Canalini L, Waldmannstetter D, Menten MJ, Metz M, Wiestler B, Menze B. Ezhov I, et al. Among authors: menten mj. Med Image Anal. 2023 Jan;83:102672. doi: 10.1016/j.media.2022.102672. Epub 2022 Nov 5. Med Image Anal. 2023. PMID: 36395623
Correction: Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration-the PINNACLE trial protocol.
Sutton J, Menten MJ, Riedl S, Bogunović H, Leingang O, Anders P, Hagag AM, Waldstein S, Wilson A, Cree AJ, Traber G, Fritsche LG, Scholl H, Rueckert D, Schmidt-Erfurth U, Sivaprasad S, Prevost T, Lotery A. Sutton J, et al. Among authors: menten mj. Eye (Lond). 2023 Jun;37(8):1750. doi: 10.1038/s41433-022-02131-1. Eye (Lond). 2023. PMID: 35953562 Free PMC article. No abstract available.
24 results