Artem Shmatko

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Medical Education

Artificial Intelligence

Top Venues

Nature communications

Nature biotechnology

This page only lists publications with an associated author ORCID identifier.

Publications

Darui Jin, Shangying Liang, Artem Shmatko, Alexander Arnold, David Horst, Thomas G P Grünewald, Moritz Gerstung, Xiangzhi Bai
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides. Nature communications 15 (1) (2024)
Darui Jin, Shangying Liang, Artem Shmatko, Alexander Arnold, David Horst, Thomas G P Grünewald, Moritz Gerstung, Xiangzhi Bai
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides. Nature communications 15 (1) (2024)
Darui Jin, Shangying Liang, Artem Shmatko, Alexander Arnold, David Horst, Thomas G P Grünewald, Moritz Gerstung, Xiangzhi Bai
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides. Nature communications 15 (1) (2024)
Darui Jin, Shangying Liang, Artem Shmatko, Alexander Arnold, David Horst, Thomas G P Grünewald, Moritz Gerstung, Xiangzhi Bai
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides. Nature communications 15 (1) (2024)
Darui Jin, Shangying Liang, Artem Shmatko, Alexander Arnold, David Horst, Thomas G P Grünewald, Moritz Gerstung, Xiangzhi Bai
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides. Nature communications 15 (1) (2024)
Artem Lomakin, Jessica Svedlund, Carina Strell, Milana Gataric, Artem Shmatko, Gleb Rukhovich, Jun Sung Park, Young Seok Ju, Stefan C Dentro, Vitalii Kleshchevnikov, Vasyl Vaskivskyi, Tong Li, Omer Ali Bayraktar, Sarah E Pinder, Andrea L Richardson, Sandro Santagata, Peter J Campbell, Hege Russnes, Moritz Gerstung, Mats Nilsson, Lucy R Yates
Spatial genomics maps the structure, nature and evolution of cancer clones. Nature 611 (7936) (2022)
Artem Shmatko, Narmin Ghaffari Laleh, Moritz Gerstung, Jakob Nikolas Kather
Artificial intelligence in histopathology: enhancing cancer research and clinical oncology. Nature cancer 3 (9) (2022)
Vitalii Kleshchevnikov, Artem Shmatko, Emma Dann, Alexander Aivazidis, Hamish W King, Tong Li, Rasa Elmentaite, Artem Lomakin, Veronika Kedlian, Adam Gayoso, Mika Sarkin Jain, Jun Sung Park, Lauma Ramona, Elizabeth Tuck, Anna Arutyunyan, Roser Vento-Tormo, Moritz Gerstung, Louisa Katherine James, Oliver Stegle, Omer Ali Bayraktar
Cell2location maps fine-grained cell types in spatial transcriptomics. Nature biotechnology 40 (5) (2022)