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Incorporating label uncertainty during the training of convolutional neural networks improves performance for the discrimination between certain and inconclusive cases in dopamine transporter SPECT.
Kucerenko A, Buddenkotte T, Apostolova I, Klutmann S, Ledig C, Buchert R. Kucerenko A, et al. Among authors: buddenkotte t. Eur J Nucl Med Mol Imaging. 2024 Nov 27. doi: 10.1007/s00259-024-06988-0. Online ahead of print. Eur J Nucl Med Mol Imaging. 2024. PMID: 39592475
Deep learning-based segmentation of multisite disease in ovarian cancer.
Buddenkotte T, Rundo L, Woitek R, Escudero Sanchez L, Beer L, Crispin-Ortuzar M, Etmann C, Mukherjee S, Bura V, McCague C, Sahin H, Pintican R, Zerunian M, Allajbeu I, Singh N, Sahdev A, Havrilesky L, Cohn DE, Bateman NW, Conrads TP, Darcy KM, Maxwell GL, Freymann JB, Öktem O, Brenton JD, Sala E, Schönlieb CB. Buddenkotte T, et al. Eur Radiol Exp. 2023 Dec 7;7(1):77. doi: 10.1186/s41747-023-00388-z. Eur Radiol Exp. 2023. PMID: 38057616 Free PMC article.
Integrating Artificial Intelligence Tools in the Clinical Research Setting: The Ovarian Cancer Use Case.
Escudero Sanchez L, Buddenkotte T, Al Sa'd M, McCague C, Darcy J, Rundo L, Samoshkin A, Graves MJ, Hollamby V, Browne P, Crispin-Ortuzar M, Woitek R, Sala E, Schönlieb CB, Doran SJ, Öktem O. Escudero Sanchez L, et al. Among authors: buddenkotte t. Diagnostics (Basel). 2023 Aug 30;13(17):2813. doi: 10.3390/diagnostics13172813. Diagnostics (Basel). 2023. PMID: 37685352 Free PMC article.
Clinically Interpretable Radiomics-Based Prediction of Histopathologic Response to Neoadjuvant Chemotherapy in High-Grade Serous Ovarian Carcinoma.
Rundo L, Beer L, Escudero Sanchez L, Crispin-Ortuzar M, Reinius M, McCague C, Sahin H, Bura V, Pintican R, Zerunian M, Ursprung S, Allajbeu I, Addley H, Martin-Gonzalez P, Buddenkotte T, Singh N, Sahdev A, Funingana IG, Jimenez-Linan M, Markowetz F, Brenton JD, Sala E, Woitek R. Rundo L, et al. Among authors: buddenkotte t. Front Oncol. 2022 Jun 16;12:868265. doi: 10.3389/fonc.2022.868265. eCollection 2022. Front Oncol. 2022. PMID: 35785153 Free PMC article.