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Weakly Supervised Deep Learning Predicts Immunotherapy Response in Solid Tumors Based on PD-L1 Expression.
Cancer Res Commun. 2024 Jan 11;4(1):92-102. doi: 10.1158/2767-9764.CRC-23-0287.
Cancer Res Commun. 2024.
PMID: 38126740
Free PMC article.
An immune score reflecting pro- and anti-tumoural balance of tumour microenvironment has major prognostic impact and predicts immunotherapy response in solid cancers.
Mezheyeuski A, Backman M, Mattsson J, Martín-Bernabé A, Larsson C, Hrynchyk I, Hammarström K, Ström S, Ekström J, Mauchanski S, Khelashvili S, Lindberg A, Agnarsdóttir M, Edqvist PH, Huvila J, Segersten U, Malmström PU, Botling J, Nodin B, Hedner C, Borg D, Brändstedt J, Sartor H, Leandersson K, Glimelius B, Portyanko A, Ponten F, Jirström K, Micke P, Sjöblom T.
Mezheyeuski A, et al. Among authors: mauchanski s.
EBioMedicine. 2023 Feb;88:104452. doi: 10.1016/j.ebiom.2023.104452. Epub 2023 Jan 30.
EBioMedicine. 2023.
PMID: 36724681
Free PMC article.
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The prognostic impact of the tumour stroma fraction: A machine learning-based analysis in 16 human solid tumour types.
Micke P, Strell C, Mattsson J, Martín-Bernabé A, Brunnström H, Huvila J, Sund M, Wärnberg F, Ponten F, Glimelius B, Hrynchyk I, Mauchanski S, Khelashvili S, Garcia-Vicién G, Molleví DG, Edqvist PH, O Reilly A, Corvigno S, Dahlstrand H, Botling J, Segersten U, Krzyzanowska A, Bjartell A, Elebro J, Heby M, Lundgren S, Hedner C, Borg D, Brändstedt J, Sartor H, Malmström PU, Johansson M, Nodin B, Backman M, Lindskog C, Jirström K, Mezheyeuski A.
Micke P, et al. Among authors: mauchanski s.
EBioMedicine. 2021 Mar;65:103269. doi: 10.1016/j.ebiom.2021.103269. Epub 2021 Mar 9.
EBioMedicine. 2021.
PMID: 33706249
Free PMC article.
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