| 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 | 718* | 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 | 526 | 2020 |
| 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 | 280 | 2022 |
| 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 | 133* | 2022 |
| 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 | 5 | 2024 |
| Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics. Cell2location maps fine-grained cell types in spatial transcriptomics V Kleshchevnikov, A Shmatko, E Dann, A Aivazidis, HW King, T Li, ... Nat. Biotechnol, 2020 | 2 | 2020 |
| 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 | |
| Learning the natural history of human disease with generative transformers A Shmatko, AW Jung, K Gaurav, S Brunak, L Mortensen, E Birney, ... medRxiv, 2024.06. 07.24308553, 2024 | 1 | 2024 |
| AI-based histopathological classification of central nervous system tumours M Gerstung, D Jin, A Shmatko, A Patel, R Rahmanzade, R Banan, ... | | 2025 |
| PL01. 4. A COMPUTATIONAL HISTOPATHOLOGY ENABLES HIGH-GRANULARITY DIAGNOSTICS IN CNS TUMOURS A Shmatko, D Jin, A Patel, R Rahmanzade, W Wick, S Krieg, SM Pfister, ... Neuro-Oncology 26 (Supplement_5), v1-v1, 2024 | | 2024 |
Moritz GerstungDivision Head, German Cancer Research Centre DKFZEmail verificata su dkfz.de