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Multimodal survival prediction in advanced pancreatic cancer using machine learning.
Keyl J, Kasper S, Wiesweg M, Götze J, Schönrock M, Sinn M, Berger A, Nasca E, Kostbade K, Schumacher B, Markus P, Albers D, Treckmann J, Schmid KW, Schildhaus HU, Siveke JT, Schuler M, Kleesiek J. Keyl J, et al. Among authors: kleesiek j. ESMO Open. 2022 Oct;7(5):100555. doi: 10.1016/j.esmoop.2022.100555. Epub 2022 Aug 18. ESMO Open. 2022. PMID: 35988455 Free PMC article.
Deep learning-based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer.
Keyl J, Hosch R, Berger A, Ester O, Greiner T, Bogner S, Treckmann J, Ting S, Schumacher B, Albers D, Markus P, Wiesweg M, Forsting M, Nensa F, Schuler M, Kasper S, Kleesiek J. Keyl J, et al. Among authors: kleesiek j. J Cachexia Sarcopenia Muscle. 2023 Feb;14(1):545-552. doi: 10.1002/jcsm.13158. Epub 2022 Dec 21. J Cachexia Sarcopenia Muscle. 2023. PMID: 36544260 Free PMC article.
Histology-Based Prediction of Therapy Response to Neoadjuvant Chemotherapy for Esophageal and Esophagogastric Junction Adenocarcinomas Using Deep Learning.
Hörst F, Ting S, Liffers ST, Pomykala KL, Steiger K, Albertsmeier M, Angele MK, Lorenzen S, Quante M, Weichert W, Egger J, Siveke JT, Kleesiek J. Hörst F, et al. Among authors: kleesiek j. JCO Clin Cancer Inform. 2023 Aug;7:e2300038. doi: 10.1200/CCI.23.00038. JCO Clin Cancer Inform. 2023. PMID: 37527475 Free article.
Prognostic value of deep learning-derived body composition in advanced pancreatic cancer-a retrospective multicenter study.
Keyl J, Bucher A, Jungmann F, Hosch R, Ziller A, Armbruster R, Malkomes P, Reissig TM, Koitka S, Tzianopoulos I, Keyl P, Kostbade K, Albers D, Markus P, Treckmann J, Nassenstein K, Haubold J, Makowski M, Forsting M, Baba HA, Kasper S, Siveke JT, Nensa F, Schuler M, Kaissis G, Kleesiek J, Braren R. Keyl J, et al. Among authors: kleesiek j. ESMO Open. 2024 Jan;9(1):102219. doi: 10.1016/j.esmoop.2023.102219. Epub 2024 Jan 8. ESMO Open. 2024. PMID: 38194881 Free PMC article.
CellViT: Vision Transformers for precise cell segmentation and classification.
Hörst F, Rempe M, Heine L, Seibold C, Keyl J, Baldini G, Ugurel S, Siveke J, Grünwald B, Egger J, Kleesiek J. Hörst F, et al. Among authors: kleesiek j. Med Image Anal. 2024 May;94:103143. doi: 10.1016/j.media.2024.103143. Epub 2024 Mar 16. Med Image Anal. 2024. PMID: 38507894 Free article.
Establishing Medical Intelligence-Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study.
Brehmer A, Sauer CM, Salazar Rodríguez J, Herrmann K, Kim M, Keyl J, Bahnsen FH, Frank B, Köhrmann M, Rassaf T, Mahabadi AA, Hadaschik B, Darr C, Herrmann K, Tan S, Buer J, Brenner T, Reinhardt HC, Nensa F, Gertz M, Egger J, Kleesiek J. Brehmer A, et al. Among authors: kleesiek j. J Med Internet Res. 2024 Oct 31;26:e55148. doi: 10.2196/55148. J Med Internet Res. 2024. PMID: 39240144 Free PMC article.
Evaluation of thresholding methods for the quantification of [68Ga]Ga-PSMA-11 PET molecular tumor volume and their effect on survival prediction in patients with advanced prostate cancer undergoing [177Lu]Lu-PSMA-617 radioligand therapy.
Kim M, Seifert R, Fragemann J, Kersting D, Murray J, Jonske F, Pomykala KL, Egger J, Fendler WP, Herrmann K, Kleesiek J. Kim M, et al. Among authors: kleesiek j. Eur J Nucl Med Mol Imaging. 2023 Jun;50(7):2196-2209. doi: 10.1007/s00259-023-06163-x. Epub 2023 Mar 2. Eur J Nucl Med Mol Imaging. 2023. PMID: 36859618 Free PMC article.
Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics.
Wennmann M, Ming W, Bauer F, Chmelik J, Klein A, Uhlenbrock C, Grözinger M, Kahl KC, Nonnenmacher T, Debic M, Hielscher T, Thierjung H, Rotkopf LT, Stanczyk N, Sauer S, Jauch A, Götz M, Kurz FT, Schlamp K, Horger M, Afat S, Besemer B, Hoffmann M, Hoffend J, Kraemer D, Graeven U, Ringelstein A, Bonekamp D, Kleesiek J, Floca RO, Hillengass J, Mai EK, Weinhold N, Weber TF, Goldschmidt H, Schlemmer HP, Maier-Hein K, Delorme S, Neher P. Wennmann M, et al. Among authors: kleesiek j. Invest Radiol. 2023 Oct 1;58(10):754-765. doi: 10.1097/RLI.0000000000000986. Epub 2023 May 22. Invest Radiol. 2023. PMID: 37222527
92 results