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LST-AI: a Deep Learning Ensemble for Accurate MS Lesion Segmentation.
Wiltgen T, McGinnis J, Schlaeger S, Kofler F, Voon C, Berthele A, Bischl D, Grundl L, Will N, Metz M, Schinz D, Sepp D, Prucker P, Schmitz-Koep B, Zimmer C, Menze B, Rueckert D, Hemmer B, Kirschke J, Mühlau M, Wiestler B. Wiltgen T, et al. Among authors: rueckert d. medRxiv [Preprint]. 2024 Mar 11:2023.11.23.23298966. doi: 10.1101/2023.11.23.23298966. medRxiv. 2024. Update in: Neuroimage Clin. 2024;42:103611. doi: 10.1016/j.nicl.2024.103611 PMID: 38045345 Free PMC article. Updated. Preprint.
LST-AI: A deep learning ensemble for accurate MS lesion segmentation.
Wiltgen T, McGinnis J, Schlaeger S, Kofler F, Voon C, Berthele A, Bischl D, Grundl L, Will N, Metz M, Schinz D, Sepp D, Prucker P, Schmitz-Koep B, Zimmer C, Menze B, Rueckert D, Hemmer B, Kirschke J, Mühlau M, Wiestler B. Wiltgen T, et al. Among authors: rueckert d. Neuroimage Clin. 2024;42:103611. doi: 10.1016/j.nicl.2024.103611. Epub 2024 Apr 29. Neuroimage Clin. 2024. PMID: 38703470 Free PMC 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: rueckert d. 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.
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: rueckert d. 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.
Impact of metadata in multimodal classification of bone tumours.
Hinterwimmer F, Guenther M, Consalvo S, Neumann J, Gersing A, Woertler K, von Eisenhart-Rothe R, Burgkart R, Rueckert D. Hinterwimmer F, et al. Among authors: rueckert d. BMC Musculoskelet Disord. 2024 Oct 19;25(1):822. doi: 10.1186/s12891-024-07934-9. BMC Musculoskelet Disord. 2024. PMID: 39427131 Free PMC article.
481 results