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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.
Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer.
Chatterji S, Niehues JM, van Treeck M, Loeffler CML, Saldanha OL, Veldhuizen GP, Cifci D, Carrero ZI, Abu-Eid R, Speirs V, Kather JN. Chatterji S, et al. Among authors: carrero zi. NPJ Breast Cancer. 2023 Nov 8;9(1):91. doi: 10.1038/s41523-023-00599-y. NPJ Breast Cancer. 2023. PMID: 37940649 Free PMC article.
The future landscape of large language models in medicine.
Clusmann J, Kolbinger FR, Muti HS, Carrero ZI, Eckardt JN, Laleh NG, Löffler CML, Schwarzkopf SC, Unger M, Veldhuizen GP, Wagner SJ, Kather JN. Clusmann J, et al. Among authors: carrero zi. Commun Med (Lond). 2023 Oct 10;3(1):141. doi: 10.1038/s43856-023-00370-1. Commun Med (Lond). 2023. PMID: 37816837 Free PMC article. Review.
Signaling-induced systematic repression of miRNAs uncovers cancer vulnerabilities and targeted therapy sensitivity.
Wurm AA, Brilloff S, Kolovich S, Schäfer S, Rahimian E, Kufrin V, Bill M, Carrero ZI, Drukewitz S, Krüger A, Hüther M, Uhrig S, Oster S, Westphal D, Meier F, Pfütze K, Hübschmann D, Horak P, Kreutzfeldt S, Richter D, Schröck E, Baretton G, Heining C, Möhrmann L, Fröhling S, Ball CR, Glimm H. Wurm AA, et al. Among authors: carrero zi. Cell Rep Med. 2023 Oct 17;4(10):101200. doi: 10.1016/j.xcrm.2023.101200. Epub 2023 Sep 20. Cell Rep Med. 2023. PMID: 37734378 Free PMC article.
Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study.
Loeffler CML, El Nahhas OSM, Muti HS, Seibel T, Cifci D, van Treeck M, Gustav M, Carrero ZI, Gaisa NT, Lehmann KV, Leary A, Selenica P, Reis-Filho JS, Bruechle NO, Kather JN. Loeffler CML, et al. Among authors: carrero zi. medRxiv [Preprint]. 2023 Mar 10:2023.03.08.23286975. doi: 10.1101/2023.03.08.23286975. medRxiv. 2023. PMID: 36945540 Free PMC article. Preprint.
18 results