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Artem Shmatko

german cancer research center

9H-index
19Paper Count
2.6KCitation Count
Published Papers 12
Publication Date
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Hetairos is a histology-based artificial intelligence model for predicting central nervous system tumor methylation subtypes
errNature Cancer
IF28.5
err2026-06-10
err0
errOAAI
errDarui Jin; Artem Shmatko; Areeba Patel; Samuel Rutz; Lukas Friedrich; Rouzbeh Banan; Ramin Rahmanzade; Philipp Sievers; Stefan Hamelmann; Daniel Schrimpf; Kirsten Göbel; Henri Bogumil; Sybren L. N. Maas; Martin Sill; Felix E. Hinz; Abigail K. Suwala; Felix Keller; Antje Habel; Gleb Rukhovich; Ferdinand Zettl; Obada T. Alhalabi; Sebastian Ille; Jannik Sehring; Daniel Amsel; Benedikt Wiestler; Pedro Piovesan Lago; Bogdana Suchorska; Olfat Ahmad; Dominik Sturm; David Reuss; Pieter Wesseling; Adelheid Wöhrer; Frank L. Heppner; Ingmar Blümcke; Claire Delbridge; Martin Jakobs; Christel Herold-Mende; Sandro M. Krieg; Wolfgang Wick; David T. W. Jones; Stefan M. Pfister; Maysa Al-Hussaini; Yanghao Hou; Felipe D’Almeida Costa; Leonille Schweizer; Luca Bertero; Till Acker; Arnault Tauziede-Espariat; Pascale Varlet; Doron Merkler; Kristof Egervari; Hildegard Dohmen; Pablo Zoroquiain; Roger Gejman; Sebastian Brandner; Xiangzhi Bai; Andreas von Deimling; Felix Sahm; Moritz Gerstung
errShare
errSave
Author Correction: Learning the natural history of human disease with generative transformers
errNature
IF48.5
err2025-11-12
err0
errOAAI
errArtem Shmatko; Alexander Wolfgang Jung; Kumar Gaurav; Søren Brunak; Laust Hvas Mortensen; Ewan Birney; Tom Fitzgerald; Moritz Gerstung
errShare
errSave
Hetairos enables AI-based histopathological classification of CNS tumours
errNEURO-ONCOLOGY
IF13.4
err2025-11-01
err0
errOAAI
errPatel, Areeba; Jin, Darui; Shmatko, Artem; Rahmanzade, Ramin; Friederich, Lukas; Schrimpf, Daniel; Sievers, Philipp; Alhalabi, Obada; Rutz, Samuel; Suwala, Abigail; Sturm, Dominik; Wesseling, Pieter; Woehrer, Adelheid; Hou, Yanghao; Costa, Felipe D'almeida; Ille, Sebastian; Al-Hussaini, Maysa; Bertero, Luca; Schweizer, Leonille; Wiestler, Benedikt; Snuderl, Matija; Pfister, Stefan M.; Jones, David T. W.; Varlet, Pascale; Tauziede-Espariat, Arnault; Acker, Till; Brandner, Sebastian; Krieg, Sandro; Wick, Wolfgang; Bai, Xiangzhi; Von Deimling, Andreas; Gerstung, Moritz; Sahm, Felix
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errSave
AI-BASED HISTOPATHOLOGICAL CLASSIFICATION OF CENTRAL NERVOUS SYSTEM TUMOURS
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errJin, D.; Shmatko, A.; Patel, A.; Rahmanzade, R.; Friedrich, L.; Schrimpf, D.; Sievers, P.; Alhalabi, O.; Rutz, S. P.; Suwala, A. K.; Sturm, D.; Wesseling, P.; Woehrer, A.; Hou, Y.; D'almeida Costa, F.; Ille, S.; Al-Hussaini, M.; Bertero, L.; Schweizer, L.; Wiestler, B.; Snuderl, M.; Pfister, S. M.; Jones, D. T. W.; Varlet, P.; Tauziede-Espariat, A.; Acker, T.; Brandner, S.; Krieg, S. M.; Wick, W.; Bai, X.; von Deimling, A.; Gerstung, M.; Sahm, F.
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errSave
SPATIAL HETEROGENEITY OF METHYLATION CLASSES IN MENINGIOMAS: IMPACT ON CLASSIFICATION ACCURACY AND CLINICAL PROGNOSIS
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errZettl, F.; Shmatko, A.; Patel, A.; Keller, F.; Hinz, F. E.; Maas, S. L.; Schweizer, L.; Preusser, M.; Berghaus, N.; von Deimling, A.; Gerstung, M.; Bludau, I; Sahm, F.
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errSave
COMPUTATIONAL HISTOPATHOLOGY ENABLES SCALABLE DEEP LEARNING-DRIVEN CNS TUMOR CLASSIFICATION FOR REAL-TIME INTRAOPERATIVE DIAGNOSTICS
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errKeller, F.; Patel, A.; Aras, F. K.; Friedrich, L.; Banan, R.; Schrimpf, D.; Shmatko, A.; Zettl, F.; Gerstung, M.; Miarka, L.; Prinz, M.; Paulus, W.; Reifenberger, G.; Schweizer, L.; Schulz-Schaeffer, W.; Habel, A.; von Knebel-Doeberitz, M.; Sakowitz, O.; Geletneky, K.; Bludau, I; Sahm, F.; von Deimling, A.; Rahmanzade, R.
errShare
errSave
Learning the natural history of human disease with generative transformers
errNature
IF48.5
err2025-09-17
err0
errOAAI
errArtem Shmatko; Alexander Wolfgang Jung; Kumar Gaurav; Søren Brunak; Laust Hvas Mortensen; Ewan Birney; Tom Fitzgerald; Moritz Gerstung
errShare
errSave
COMPUTATIONAL HISTOPATHOLOGY ENABLES HIGH-GRANULARITY DIAGNOSTICS IN CNS TUMOURS
errNEURO-ONCOLOGY
IF13.4
err2024-10-17
err0
PREAI
errShmatko, A.; Jin, D.; Patel, A.; Rahmanzade, R.; Wick, W.; Krieg, S.; Pfister, S. M.; Jones, D. T. W.; von Deimling, A.; Gerstung, M.; Sahm, F.
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errSave
Teacher-student collaborated multiple instance learning for pan-cancer PDL1 expression prediction from histopathology slides
errNATURE COMMUNICATIONS
IF15.7
err2024-04-09
err0
errOAAI
errJin, Darui; Liang, Shangying; Shmatko, Artem; Arnold, Alexander; Horst, David; Gruenewald, Thomas G. P.; Gerstung, Moritz; Bai, Xiangzhi
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errSave
Artificial intelligence in histopathology: enhancing cancer research and clinical oncology
errNATURE CANCER
IF28.5
err2022-09-22
err173
PREAI
errShmatko, Artem; Ghaffari Laleh, Narmin; Gerstung, Moritz; Kather, Jakob Nikolas
errShare
errSave
Cell2location maps fine-grained cell types in spatial transcriptomics
errNATURE BIOTECHNOLOGY
IF41.7
err2022-01-13
err378
PREAI
errKleshchevnikov, Vitalii; Shmatko, Artem; Dann, Emma; Aivazidis, Alexander; King, Hamish W.; Li, Tong; Elmentaite, Rasa; Lomakin, Artem; Kedlian, Veronika; Gayoso, Adam; Jain, Mika Sarkin; Park, Jun Sung; Ramona, Lauma; Tuck, Elizabeth; Arutyunyan, Anna; Vento-Tormo, Roser; Gerstung, Moritz; James, Louisa; Stegle, Oliver; Bayraktar, Omer Ali
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errSave
Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis
errNATURE CANCER
IF28.5
err2020-07-27
err353
errOAAI
errFu, Yu; Jung, Alexander W.; Torne, Ramon Vinas; Gonzalez, Santiago; Vohringer, Harald; Shmatko, Artem; Yates, Lucy R.; Jimenez-Linan, Mercedes; Moore, Luiza; Gerstung, Moritz
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Andreas von Deimling
H-index: 175 · Papers: 1.8K
S
Stefan M. Pfister
H-index: 159 · Papers: 2.1K
D
David Jones
H-index: 144 · Papers: 1.5K
W
Wolfgang Wick
H-index: 142 · Papers: 1.6K
E
Ewan Birney
H-index: 142 · Papers: 500
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