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Artem Shmatko
Artem Shmatko
Predoctoral fellow, Deutsches Krebsforschungszentrum (DKFZ)
Verified email at dkfz-heidelberg.de
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Year
Cell2location maps fine-grained cell types in spatial transcriptomics
V Kleshchevnikov, A Shmatko, E Dann, A Aivazidis, HW King, T Li, ...
Nature biotechnology 40 (5), 661-671, 2022
437*2022
Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis
Y Fu, AW Jung, RV Torne, S Gonzalez, H Vöhringer, A Shmatko, LR Yates, ...
Nature cancer 1 (8), 800-810, 2020
4332020
Artificial intelligence in histopathology: enhancing cancer research and clinical oncology
A Shmatko, N Ghaffari Laleh, M Gerstung, JN Kather
Nature cancer 3 (9), 1026-1038, 2022
1662022
Spatial genomics maps the structure, nature and evolution of cancer clones
A Lomakin, J Svedlund, C Strell, M Gataric, A Shmatko, G Rukhovich, ...
Nature 611 (7936), 594-602, 2022
84*2022
Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis. Nature Cancer 1 (8)(July 2020)
Y Fu, AW Jung, RV Torne, S Gonzalez, H Vöhringer, A Shmatko, L Yates, ...
2
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides
D Jin, S Liang, A Shmatko, A Arnold, D Horst, TGP Grünewald, ...
Nature Communications 15 (1), 3063, 2024
2024
Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics: cell2location model Supplementary Methods
V Kleshchevnikov, A Shmatko, E Dann, A Aivazidis, HW King, T Li, ...
2020
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