Search Results - van Treeck, Marko

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  1. 1
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    A software pipeline for medical information extraction with large language models, open source and suitable for oncology by Wiest, Isabella (Author) , Wolf, Fabian (Author) , Leßmann, Marie-Elisabeth (Author) , van Treeck, Marko (Author) , Ferber, Dyke (Author) , Zhu, Jiefu (Author) , Boehme, Heiko (Author) , Bressem, Keno K. (Author) , Ulrich, Hannes (Author) , Ebert, Matthias (Author) , Kather, Jakob Nikolas (Author) ,


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  2. 2
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    Deep learning can predict cardiovascular events from liver imaging by Veldhuizen, Gregory Patrick (Author) , Lenz, Tim (Author) , Cifci, Didem (Author) , van Treeck, Marko (Author) , Clusmann, Jan (Author) , Chen, Yazhou (Author) , Schneider, Carolin V. (Author) , Luedde, Tom (Author) , de Leeuw, Peter W. (Author) , El-Armouche, Ali (Author) , Truhn, Daniel (Author) , Kather, Jakob Nikolas (Author) ,


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  3. 3
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    Regression-based Deep-Learning predicts molecular biomarkers from pathology slides by El Nahhas, Omar S. M. (Author) , Loeffler, Chiara M. L. (Author) , Carrero, Zunamys I. (Author) , van Treeck, Marko (Author) , Kolbinger, Fiona (Author) , Hewitt, Katherine J. (Author) , Muti, Hannah S. (Author) , Graziani, Mara (Author) , Zeng, Qinghe (Author) , Calderaro, Julien (Author) , Ortiz-Brüchle, Nadina (Author) , Yuan, Tanwei (Author) , Hoffmeister, Michael (Author) , Brenner, Hermann (Author) , Brobeil, Alexander (Author) , Reis-Filho, Jorge S. (Author) , Kather, Jakob Nikolas (Author) ,


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  4. 4
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    Privacy-preserving large language models for structured medical information retrieval by Wiest, Isabella (Author) , Ferber, Dyke (Author) , Zhu, Jiefu (Author) , van Treeck, Marko (Author) , Meyer, Sonja K. (Author) , Juglan, Radhika (Author) , Carrero, Zunamys I. (Author) , Paech, Daniel (Author) , Kleesiek, Jens Philipp (Author) , Ebert, Matthias (Author) , Truhn, Daniel (Author) , Kather, Jakob Nikolas (Author) ,


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  5. 5
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    Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology by Gustav, Marco (Author) , Reitsam, Nic Gabriel (Author) , Carrero, Zunamys I. (Author) , Loeffler, Chiara M. L. (Author) , van Treeck, Marko (Author) , Yuan, Tanwei (Author) , West, Nicholas P. (Author) , Quirke, Philip (Author) , Brinker, Titus Josef (Author) , Brenner, Hermann (Author) , Favre, Loëtitia (Author) , Märkl, Bruno (Author) , Stenzinger, Albrecht (Author) , Brobeil, Alexander (Author) , Hoffmeister, Michael (Author) , Calderaro, Julien (Author) , Pujals, Anaïs (Author) , Kather, Jakob Nikolas (Author) ,


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  6. 6
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    Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types by Löffler, Chiara (Author) , El Nahhas, Omar S. M. (Author) , Muti, Hannah Sophie (Author) , Carrero, Zunamys I. (Author) , Seibel, Tobias Julian (Author) , van Treeck, Marko (Author) , Cifci, Didem (Author) , Gustav, Marco (Author) , Bretz, Kevin (Author) , Gaisa, Nadine (Author) , Lehmann, Kjong-Van (Author) , Leary, Alexandra (Author) , Selenica, Pier (Author) , Reis-Filho, Jorge S. (Author) , Ortiz-Bruechle, Nadina (Author) , Kather, Jakob Nikolas (Author) ,


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  7. 7
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    Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: a retrospective multi-centric study by Niehues, Jan Moritz (Author) , Quirke, Philip (Author) , West, Nicholas P. (Author) , Grabsch, Heike I. (Author) , van Treeck, Marko (Author) , Schirris, Yoni (Author) , Veldhuizen, Gregory P. (Author) , Hutchins, Gordon G. A. (Author) , Richman, Susan D. (Author) , Foersch, Sebastian (Author) , Brinker, Titus Josef (Author) , Fukuoka, Junya (Author) , Bychkov, Andrey (Author) , Uegami, Wataru (Author) , Truhn, Daniel (Author) , Brenner, Hermann (Author) , Brobeil, Alexander (Author) , Hoffmeister, Michael (Author) , Kather, Jakob Nikolas (Author) ,


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  8. 8
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    Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology by Saldanha, Oliver Lester (Author) , Löffler, Chiara (Author) , Niehues, Jan Moritz (Author) , van Treeck, Marko (Author) , Seraphin, Tobias Paul (Author) , Hewitt, Katherine Jane (Author) , Cifci, Didem (Author) , Veldhuizen, Gregory Patrick (Author) , Ramesh, Siddhi (Author) , Pearson, Alexander T. (Author) , Kather, Jakob Nikolas (Author) ,


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  9. 9
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    Predicting mutational status of driver and suppressor genes directly from histopathology with deep learning: a systematic study across 23 solid tumor types by Löffler, Chiara (Author) , Gaisa, Nadine (Author) , Muti, Hannah Sophie (Author) , van Treeck, Marko (Author) , Echle, Amelie (Author) , Ghaffari Laleh, Narmin (Author) , Trautwein, Christian (Author) , Heij, Lara R. (Author) , Grabsch, Heike I. (Author) , Ortiz Bruechle, Nadina (Author) , Kather, Jakob Nikolas (Author) ,


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  10. 10
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    Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy by Bündgens, Lukas (Author) , Cifci, Didem (Author) , Ghaffari Laleh, Narmin (Author) , van Treeck, Marko (Author) , Koenen, Maria T. (Author) , Zimmermann, Henning W. (Author) , Herbold, Till (Author) , Lux, Thomas Joachim (Author) , Hann, Alexander (Author) , Trautwein, Christian (Author) , Kather, Jakob Nikolas (Author) ,


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  11. 11
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    Adversarial attacks and adversarial robustness in computational pathology by Ghaffari Laleh, Narmin (Author) , Truhn, Daniel (Author) , Veldhuizen, Gregory Patrick (Author) , Han, Tianyu (Author) , van Treeck, Marko (Author) , Buelow, Roman D. (Author) , Langer, Rupert (Author) , Dislich, Bastian (Author) , Boor, Peter (Author) , Schulz, Volkmar (Author) , Kather, Jakob Nikolas (Author) ,


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