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Hannah Sophie Muti

As seen in: Nature, BioRxiv, Cell Press, The Lancet, medRxiv
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Articles

Spatial biomarker discovery via interpretable semantic learning in histopathology

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By Junhao Liang, Xiaofeng Jiang, Nic Gabriel Reitsam, Tim Lenz, Li Zhang, Marco Gustav, Zunamys Itzell Carrero, Hannah Sophie Muti, Peter Neidlinger, Jan Clusmann, Laura Žigutytė, Vidhya Sainath, Fabian Wolf, Lisa Boardman, Amy French, Ellen L. Goode, Andrea Gsur, Stefanie Brezina, Marc J. Gunter, Robert Steinfelder, Tabitha A. Harrison, Ulrike Peters, Amanda I Phipps, Philip Quirke, Nicholas West, Michael Hoffmeister, Hermann Brenner, Durgesh Wankhede, Jitendra Jonnagaddala, Nicholas Hawkins, Robyn Ward, Elena Fountzilas, Kyriaki Papadopoulou, George Fountzilas, Thierry Andre, Thierry André, Julien Taieb, Jean-François Emile, Magali Svrcek, Lingjie Kong, Jakob Nikolas Kather
| Cell Press Verified
ArticleVolume 44, Issue 8p1605-1622.e7Open access Affiliations & Notes 1Else Kroener Fresenius Center for Digital Health, Faculty of Medicine, TUD Dresden University of Technology, Dresden, Germany 2State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing, 100084, China 3Department of Thoracic Surgery, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center,...
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Spatial biomarker discovery via interpretable semantic learning in histopathology

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By Junhao Liang, Xiaofeng Jiang, Nic Gabriel Reitsam, Tim Lenz, Li Zhang, Marco Gustav, Zunamys Itzell Carrero, Hannah Sophie Muti, Peter Neidlinger, Jan Clusmann, Laura Žigutytė, Vidhya Sainath, Fabian Wolf, Lisa Boardman, Amy French, Ellen L. Goode, Andrea Gsur, Stefanie Brezina, Marc J. Gunter, Robert Steinfelder, Tabitha A. Harrison, Ulrike Peters, Amanda I Phipps, Philip Quirke, Nicholas West, Michael Hoffmeister, Hermann Brenner, Durgesh Wankhede, Jitendra Jonnagaddala, Nicholas Hawkins, Robyn Ward, Elena Fountzilas, Kyriaki Papadopoulou, George Fountzilas, Thierry Andre, Thierry André, Julien Taieb, Jean-François Emile, Magali Svrcek, Lingjie Kong, Jakob Nikolas Kather
| Cell Press Verified
ArticleVolume 44, Issue 8p1605-1622.e7Open access Affiliations & Notes 1Else Kroener Fresenius Center for Digital Health, Faculty of Medicine, TUD Dresden University of Technology, Dresden, Germany 2State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing, 100084, China 3Department of Thoracic Surgery, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center,...
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The regulation of artificial intelligence in intensive care units: from narrow tools to generalist systems

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By Oscar Freyer, Rebecca Mathias, Hannah Sophie Muti, Stephan Buch, Max Ostermann, Anett Schönfelder, Akira-Sebastian Poncette, Stephen Gilbert, Henry Orlovsky, Adel Bassily-Marcus
| Nature Verified
Abstract Artificial intelligence (AI) is increasingly explored for use in intensive care units. While most approved AI devices use narrow models, research is shifting towards generalist systems based on large language models and agentic AI. In this perspective, we propose a five-paradigm framework that shows how regulatory complexity rises with AI functionality and scale.
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