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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: hewitt kj. Nat Commun. 2024 Feb 10;15(1):1253. doi: 10.1038/s41467-024-45589-1. Nat Commun. 2024. PMID: 38341402 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: hewitt kj. 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.
Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance.
Niehues JM, Müller-Franzes G, Schirris Y, Wagner SJ, Jendrusch M, Kloor M, Pearson AT, Muti HS, Hewitt KJ, Veldhuizen GP, Zigutyte L, Truhn D, Kather JN. Niehues JM, et al. Among authors: hewitt kj. Comput Biol Med. 2024 Jun;175:108410. doi: 10.1016/j.compbiomed.2024.108410. Epub 2024 Apr 4. Comput Biol Med. 2024. PMID: 38678938 Free article.
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: hewitt kj. Histopathology. 2024 Jun;84(7):1139-1153. doi: 10.1111/his.15159. Epub 2024 Feb 26. Histopathology. 2024. PMID: 38409878
Core transcription balancing erythropoiesis.
Hewitt KJ. Hewitt KJ. Blood. 2023 Dec 21;142(25):2130-2131. doi: 10.1182/blood.2023022304. Blood. 2023. PMID: 38127413 Free article. No abstract available.
41 results