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23 results

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Page 1
Large language models as a diagnostic support tool in neuropathology.
Hewitt KJ, Wiest IC, Carrero ZI, Bejan L, Millner TO, Brandner S, Kather JN. Hewitt KJ, et al. Among authors: carrero zi. J Pathol Clin Res. 2024 Nov;10(6):e70009. doi: 10.1002/2056-4538.70009. J Pathol Clin Res. 2024. PMID: 39505569 Free PMC article.
Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types.
Loeffler CML, El Nahhas OSM, Muti HS, Carrero ZI, Seibel T, van Treeck M, Cifci D, Gustav M, Bretz K, Gaisa NT, Lehmann KV, Leary A, Selenica P, Reis-Filho JS, Ortiz-Bruechle N, Kather JN. Loeffler CML, et al. Among authors: carrero zi. BMC Biol. 2024 Oct 8;22(1):225. doi: 10.1186/s12915-024-02022-9. BMC Biol. 2024. PMID: 39379982 Free PMC article.
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology.
Gustav M, Reitsam NG, Carrero ZI, Loeffler CML, van Treeck M, Yuan T, West NP, Quirke P, Brinker TJ, Brenner H, Favre L, Märkl B, Stenzinger A, Brobeil A, Hoffmeister M, Calderaro J, Pujals A, Kather JN. Gustav M, et al. Among authors: carrero zi. NPJ Precis Oncol. 2024 May 23;8(1):115. doi: 10.1038/s41698-024-00592-z. NPJ Precis Oncol. 2024. PMID: 38783059 Free PMC article.
Author Correction: Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.
El Nahhas OSM, Loeffler CML, Carrero ZI, van Treeck M, Kolbinger FR, Hewitt KJ, Muti HS, Graziani M, Zeng Q, Calderaro J, Ortiz-Brüchle N, Yuan T, Hoffmeister M, Brenner H, Brobeil A, Reis-Filho JS, Kather JN. El Nahhas OSM, et al. Among authors: carrero zi. Nat Commun. 2024 Feb 29;15(1):1868. doi: 10.1038/s41467-024-46298-5. Nat Commun. 2024. PMID: 38424093 Free PMC article. No abstract available.
Automated curation of large-scale cancer histopathology image datasets using deep learning.
Hilgers L, Ghaffari Laleh N, West NP, Westwood A, Hewitt KJ, Quirke P, Grabsch HI, Carrero ZI, Matthaei E, Loeffler CML, Brinker TJ, Yuan T, Brenner H, Brobeil A, Hoffmeister M, Kather JN. Hilgers L, et al. Among authors: carrero zi. Histopathology. 2024 Jun;84(7):1139-1153. doi: 10.1111/his.15159. Epub 2024 Feb 26. Histopathology. 2024. PMID: 38409878
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.
El Nahhas OSM, Loeffler CML, Carrero ZI, van Treeck M, Kolbinger FR, Hewitt KJ, Muti HS, Graziani M, Zeng Q, Calderaro J, Ortiz-Brüchle N, Yuan T, Hoffmeister M, Brenner H, Brobeil A, Reis-Filho JS, Kather JN. El Nahhas OSM, et al. Among authors: carrero zi. Nat Commun. 2024 Feb 10;15(1):1253. doi: 10.1038/s41467-024-45589-1. Nat Commun. 2024. PMID: 38341402 Free PMC article.
Multi-omic and functional analysis for classification and treatment of sarcomas with FUS-TFCP2 or EWSR1-TFCP2 fusions.
Schöpf J, Uhrig S, Heilig CE, Lee KS, Walther T, Carazzato A, Dobberkau AM, Weichenhan D, Plass C, Hartmann M, Diwan GD, Carrero ZI, Ball CR, Hohl T, Kindler T, Rudolph-Hähnel P, Helm D, Schneider M, Nilsson A, Øra I, Imle R, Banito A, Russell RB, Jones BC, Lipka DB, Glimm H, Hübschmann D, Hartmann W, Fröhling S, Scholl C. Schöpf J, et al. Among authors: carrero zi. Nat Commun. 2024 Jan 2;15(1):51. doi: 10.1038/s41467-023-44360-2. Nat Commun. 2024. PMID: 38168093 Free PMC article.
Direct image to subtype prediction for brain tumors using deep learning.
Hewitt KJ, Löffler CML, Muti HS, Berghoff AS, Eisenlöffel C, van Treeck M, Carrero ZI, El Nahhas OSM, Veldhuizen GP, Weil S, Saldanha OL, Bejan L, Millner TO, Brandner S, Brückmann S, Kather JN. Hewitt KJ, et al. Among authors: carrero zi. Neurooncol Adv. 2023 Nov 1;5(1):vdad139. doi: 10.1093/noajnl/vdad139. eCollection 2023 Jan-Dec. Neurooncol Adv. 2023. PMID: 38106649 Free PMC article.
23 results