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Differentially Private Graph Neural Networks for Whole-Graph Classification.
Mueller TT, Paetzold JC, Prabhakar C, Usynin D, Rueckert D, Kaissis G. Mueller TT, et al. Among authors: rueckert d. IEEE Trans Pattern Anal Mach Intell. 2023 Jun;45(6):7308-7318. doi: 10.1109/TPAMI.2022.3228315. Epub 2023 May 5. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37015371
Radiomics-based prediction of local control in patients with brain metastases following postoperative stereotactic radiotherapy.
Buchner JA, Kofler F, Mayinger M, Christ SM, Brunner TB, Wittig A, Menze B, Zimmer C, Meyer B, Guckenberger M, Andratschke N, El Shafie RA, Debus J, Rogers S, Riesterer O, Schulze K, Feldmann HJ, Blanck O, Zamboglou C, Ferentinos K, Bilger-Zähringer A, Grosu AL, Wolff R, Piraud M, Eitz KA, Combs SE, Bernhardt D, Rueckert D, Wiestler B, Peeken JC. Buchner JA, et al. Among authors: rueckert d. Neuro Oncol. 2024 May 30:noae098. doi: 10.1093/neuonc/noae098. Online ahead of print. Neuro Oncol. 2024. PMID: 38813990
Evaluating Sex-specific Differences in Abdominal Fat Volume and Proton Density Fat Fraction on MRI Scans Using Automated nnU-Net-based Segmentation.
Somasundaram A, Wu M, Reik A, Rupp S, Han J, Naebauer S, Junker D, Patzelt L, Wiechert M, Zhao Y, Rueckert D, Hauner H, Holzapfel C, Karampinos DC. Somasundaram A, et al. Among authors: rueckert d. Radiol Artif Intell. 2024 May 29:e230471. doi: 10.1148/ryai.230471. Online ahead of print. Radiol Artif Intell. 2024. PMID: 38809148
Clinical and Imaging Characteristics, Care Pathways, and Outcomes of Traumatic Epidural Hematomas: A Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury Study.
Pisică D, Volovici V, Yue JK, van Essen TA, den Boogert HF, Vande Vyvere T, Haitsma I, Nieboer D, Markowitz AJ, Yuh EL, Steyerberg EW, Peul WC, Dirven CMF, Menon DK, Manley GT, Maas AIR, Lingsma HF; CENTER-TBI Participants and Investigators. Pisică D, et al. Neurosurgery. 2024 May 21. doi: 10.1227/neu.0000000000002982. Online ahead of print. Neurosurgery. 2024. PMID: 38771081
Evaluation of Deep Learning Estimation of Whole Heart Anatomy from Automated Cardiovascular Magnetic Resonance Short- and Long-Axis Analyses in UK Biobank.
Muffoletto M, Xu H, Burns R, Suinesiaputra A, Nasopoulou A, Kunze KP, Neji R, Petersen SE, Niederer SA, Rueckert D, Young AA. Muffoletto M, et al. Among authors: rueckert d. Eur Heart J Cardiovasc Imaging. 2024 May 9:jeae123. doi: 10.1093/ehjci/jeae123. Online ahead of print. Eur Heart J Cardiovasc Imaging. 2024. PMID: 38723059
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 Apr 29;42:103611. doi: 10.1016/j.nicl.2024.103611. Online ahead of print. Neuroimage Clin. 2024. PMID: 38703470 Free PMC article.
457 results