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Predicting benefit from PARP inhibitors using deep learning on H&E-stained ovarian cancer slides.
Marmé F, Krieghoff-Henning EI, Kiehl L, Wies C, Hauke J, Hahnen E, Harter P, Schouten PC, Brodkorb T, Kayali M, Heitz F, Zamagni C, González-Martin A, Treilleux I, Kommoss S, Prieske K, Gaiser T, Fröhling S, Ray-Coquard I, Pujade-Lauraine E, Brinker TJ. Marmé F, et al. Among authors: gaiser t. Eur J Cancer. 2024 Dec 26;216:115199. doi: 10.1016/j.ejca.2024.115199. Online ahead of print. Eur J Cancer. 2024. PMID: 39742559 Free article.
Deep learning to predict breast cancer sentinel lymph node status on INSEMA histological images.
Marmé F, Krieghoff-Henning E, Gerber B, Schmitt M, Zahm DM, Bauerschlag D, Forstbauer H, Hildebrandt G, Ataseven B, Brodkorb T, Denkert C, Stachs A, Krug D, Heil J, Golatta M, Kühn T, Nekljudova V, Gaiser T, Schönmehl R, Brochhausen C, Loibl S, Reimer T, Brinker TJ. Marmé F, et al. Among authors: gaiser t. Eur J Cancer. 2023 Dec;195:113390. doi: 10.1016/j.ejca.2023.113390. Epub 2023 Oct 18. Eur J Cancer. 2023. PMID: 37890350 Free article.
Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning.
Höhn J, Krieghoff-Henning E, Wies C, Kiehl L, Hetz MJ, Bucher TC, Jonnagaddala J, Zatloukal K, Müller H, Plass M, Jungwirth E, Gaiser T, Steeg M, Holland-Letz T, Brenner H, Hoffmeister M, Brinker TJ. Höhn J, et al. Among authors: gaiser t. NPJ Precis Oncol. 2023 Sep 26;7(1):98. doi: 10.1038/s41698-023-00451-3. NPJ Precis Oncol. 2023. PMID: 37752266 Free PMC article.
A self-supervised vision transformer to predict survival from histopathology in renal cell carcinoma.
Wessels F, Schmitt M, Krieghoff-Henning E, Nientiedt M, Waldbillig F, Neuberger M, Kriegmair MC, Kowalewski KF, Worst TS, Steeg M, Popovic ZV, Gaiser T, von Kalle C, Utikal JS, Fröhling S, Michel MS, Nuhn P, Brinker TJ. Wessels F, et al. Among authors: gaiser t. World J Urol. 2023 Aug;41(8):2233-2241. doi: 10.1007/s00345-023-04489-7. Epub 2023 Jun 29. World J Urol. 2023. PMID: 37382622 Free PMC article.
Analysis of cell free DNA to predict outcome to bevacizumab therapy in colorectal cancer patients.
Venken T, Miller IS, Arijs I, Thomas V, Barat A, Betge J, Zhan T, Gaiser T, Ebert MP, O'Farrell AC, Prehn J, Klinger R, O'Connor DP, Moulton B, Murphy V, Serna G, Nuciforo PG, McDermott R, Bird B, Leonard G, Grogan L, Horgan A, Schulte N, Moehler M, Lambrechts D, Byrne AT. Venken T, et al. Among authors: gaiser t. NPJ Genom Med. 2024 May 29;9(1):33. doi: 10.1038/s41525-024-00415-x. NPJ Genom Med. 2024. PMID: 38811554 Free PMC article.
mFOLFOX6 versus mFOLFOX6 + aflibercept as neoadjuvant treatment in MRI-defined T3-rectal cancer: a randomized phase-II-trial of the German Rectal Cancer Study Group (CAO/ARO/AIO 0214).
Hofheinz RD, Herrle F, Dechow T, von Weikersthal LF, Welslau M, Lettmaier S, Burkart C, Kubicka S, Kochen L, Merx K, Krause K, Ebert M, Rödel C, Fokas E, Ghadimi M, Reissfelder C, Gaiser T. Hofheinz RD, et al. Among authors: gaiser t. ESMO Open. 2024 Sep;9(9):103703. doi: 10.1016/j.esmoop.2024.103703. Epub 2024 Sep 10. ESMO Open. 2024. PMID: 39260162 Free PMC article. Clinical Trial.
Global needs for nitrogen fertilizer to improve wheat yield under climate change.
Martre P, Dueri S, Guarin JR, Ewert F, Webber H, Calderini D, Molero G, Reynolds M, Miralles D, Garcia G, Brown H, George M, Craigie R, Cohan JP, Deswarte JC, Slafer G, Giunta F, Cammarano D, Ferrise R, Gaiser T, Gao Y, Hochman Z, Hoogenboom G, Hunt LA, Kersebaum KC, Nendel C, Padovan G, Ruane AC, Srivastava AK, Stella T, Supit I, Thorburn P, Wang E, Wolf J, Zhao C, Zhao Z, Asseng S. Martre P, et al. Among authors: gaiser t. Nat Plants. 2024 Jul;10(7):1081-1090. doi: 10.1038/s41477-024-01739-3. Epub 2024 Jul 4. Nat Plants. 2024. PMID: 38965400
182 results