Works matching AU Kather, Jakob Nikolas

Results: 85
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    Deep Learning Discovers New Morphological Features while Predicting Genetic Alterations from Histopathology of Papillary Thyroid Carcinoma.

    Published in:
    Thyroid, 2025, v. 35, n. 7, p. 771, doi. 10.1089/thy.2024.0691
    By:
    • Marion, Ingrid;
    • Schulz, Stefan;
    • Glasner, Christina;
    • Kather, Jakob Nikolas;
    • Truhn, Daniel;
    • Eckstein, Markus;
    • Mueller, Celine;
    • Fernandez, Aurélie;
    • Marquard, Simone;
    • Oliver Metzig, Marie;
    • Roth, Wilfried;
    • Gaida, Matthias Martin;
    • Strobl, Stephanie;
    • Wagner, Daniel-Christoph;
    • Schad, Arno;
    • Jesinghaus, Moritz;
    • Hartmann, Nils;
    • Musholt, Thomas Johannes;
    • Staubitz-Vernazza, Julia I.;
    • Foersch, Sebastian
    Publication type:
    Article
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    Large language models-enabled digital twins for precision medicine in rare gynecological tumors.

    Published in:
    NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01810-z
    By:
    • Lammert, Jacqueline;
    • Pfarr, Nicole;
    • Kuligin, Leonid;
    • Mathes, Sonja;
    • Dreyer, Tobias;
    • Modersohn, Luise;
    • Metzger, Patrick;
    • Ferber, Dyke;
    • Kather, Jakob Nikolas;
    • Truhn, Daniel;
    • Adams, Lisa Christine;
    • Bressem, Keno Kyrill;
    • Lange, Sebastian;
    • Schwamborn, Kristina;
    • Boeker, Martin;
    • Kiechle, Marion;
    • Schatz, Ulrich A.;
    • Bronger, Holger;
    • Tschochohei, Maximilian
    Publication type:
    Article
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    Deep Learning Reveals Liver MRI Features Associated With PNPLA3 I148M in Steatotic Liver Disease.

    Published in:
    Liver International, 2025, v. 45, n. 7, p. 1, doi. 10.1111/liv.70164
    By:
    • Chen, Yazhou;
    • Laevens, Benjamin P. M.;
    • Lemainque, Teresa;
    • Müller‐Franzes, Gustav Anton;
    • Seibel, Tobias;
    • Dlugosch, Carola;
    • Clusmann, Jan;
    • Koop, Paul‐Henry;
    • Gong, Rongpeng;
    • Liu, Yuanyuan;
    • Jakhar, Niharika;
    • Cao, Feng;
    • Schophaus, Simon;
    • Raju, Thriveni Basavanapura;
    • Raptis, Anastasia Artemis;
    • van Haag, Felix;
    • Joy, Joel;
    • Loomba, Rohit;
    • Valenti, Luca;
    • Kather, Jakob Nikolas
    Publication type:
    Article
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    The ecological footprint of medical AI.

    Published in:
    European Radiology, 2024, v. 34, n. 2, p. 1176, doi. 10.1007/s00330-023-10123-2
    By:
    • Truhn, Daniel;
    • Müller-Franzes, Gustav;
    • Kather, Jakob Nikolas
    Publication type:
    Article
    8

    Stroma and lymphocytes identified by deep learning are independent predictors for survival in pancreatic cancer.

    Published in:
    Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-94362-x
    By:
    • Tan, Xiuxiang;
    • Rosin, Mika;
    • Appinger, Simone;
    • Deierl, Julia Campello;
    • Reichel, Konrad;
    • Coolsen, Mariëlle;
    • Valkenburg-van Iersel, Liselot;
    • de Vos-Geelen, Judith;
    • de Jong, Evelien J. M.;
    • Bednarsch, Jan;
    • Grootkoerkamp, Bas;
    • Doukas, Michail;
    • van Eijck, Casper;
    • Luedde, Tom;
    • Dahl, Edgar;
    • Kather, Jakob Nikolas;
    • Sivakumar, Shivan;
    • Knoefel, Wolfram Trudo;
    • Wiltberger, Georg;
    • Neumann, Ulf Peter
    Publication type:
    Article
    9

    Prompt injection attacks on vision language models in oncology.

    Published in:
    Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-024-55631-x
    By:
    • Clusmann, Jan;
    • Ferber, Dyke;
    • Wiest, Isabella C.;
    • Schneider, Carolin V.;
    • Brinker, Titus J.;
    • Foersch, Sebastian;
    • Truhn, Daniel;
    • Kather, Jakob Nikolas
    Publication type:
    Article
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    Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

    Published in:
    Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-45589-1
    By:
    • El Nahhas, Omar S. M.;
    • Loeffler, Chiara M. L.;
    • Carrero, Zunamys I.;
    • van Treeck, Marko;
    • Kolbinger, Fiona R.;
    • Hewitt, Katherine J.;
    • Muti, Hannah S.;
    • Graziani, Mara;
    • Zeng, Qinghe;
    • Calderaro, Julien;
    • Ortiz-Brüchle, Nadina;
    • Yuan, Tanwei;
    • Hoffmeister, Michael;
    • Brenner, Hermann;
    • Brobeil, Alexander;
    • Reis-Filho, Jorge S.;
    • Kather, Jakob Nikolas
    Publication type:
    Article
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    Galar - a large multi-label video capsule endoscopy dataset.

    Published in:
    Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05112-7
    By:
    • Le Floch, Maxime;
    • Wolf, Fabian;
    • McIntyre, Lucian;
    • Weinert, Christoph;
    • Palm, Albrecht;
    • Volk, Konrad;
    • Herzog, Paul;
    • Kirk, Sophie Helene;
    • Steinhäuser, Jonas L.;
    • Stopp, Catrein;
    • Geissler, Mark Enrik;
    • Herzog, Moritz;
    • Sulk, Stefan;
    • Kather, Jakob Nikolas;
    • Meining, Alexander;
    • Hann, Alexander;
    • Palm, Steffen;
    • Hampe, Jochen;
    • Herzog, Nora;
    • Brinkmann, Franz
    Publication type:
    Article
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    Denoising diffusion probabilistic models for 3D medical image generation.

    Published in:
    Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-34341-2
    By:
    • Khader, Firas;
    • Müller-Franzes, Gustav;
    • Tayebi Arasteh, Soroosh;
    • Han, Tianyu;
    • Haarburger, Christoph;
    • Schulze-Hagen, Maximilian;
    • Schad, Philipp;
    • Engelhardt, Sandy;
    • Baeßler, Bettina;
    • Foersch, Sebastian;
    • Stegmaier, Johannes;
    • Kuhl, Christiane;
    • Nebelung, Sven;
    • Kather, Jakob Nikolas;
    • Truhn, Daniel
    Publication type:
    Article
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    CCR5 status and metastatic progression in colorectal cancer.

    Published in:
    OncoImmunology, 2019, v. 8, n. 9, p. 1, doi. 10.1080/2162402X.2019.1626193
    By:
    • Suarez-Carmona, Meggy;
    • Chaorentong, Pornpimol;
    • Kather, Jakob Nikolas;
    • Rothenheber, Rebecca;
    • Ahmed, Azaz;
    • Berthel, Anna;
    • Heinzelmann, Anita;
    • Moraleda, Rodrigo;
    • Valous, Nektarios A.;
    • Kosaloglu, Zeynep;
    • Eurich, Rosa;
    • Wolf, Jana;
    • Grauling-Halama, Silke;
    • Hundemer, Michael;
    • Lasitschka, Felix;
    • Klupp, Fee;
    • Kahlert, Christoph;
    • Ulrich, Alexis;
    • Schneider, Martin;
    • Falk, Christine
    Publication type:
    Article
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    Adversarial attacks and adversarial robustness in computational pathology.

    Published in:
    Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-33266-0
    By:
    • Ghaffari Laleh, Narmin;
    • Truhn, Daniel;
    • Veldhuizen, Gregory Patrick;
    • Han, Tianyu;
    • van Treeck, Marko;
    • Buelow, Roman D.;
    • Langer, Rupert;
    • Dislich, Bastian;
    • Boor, Peter;
    • Schulz, Volkmar;
    • Kather, Jakob Nikolas
    Publication type:
    Article
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    Optical coherence tomography combined with convolutional neural networks can differentiate between intrahepatic cholangiocarcinoma and liver parenchyma ex vivo.

    Published in:
    Journal of Cancer Research & Clinical Oncology, 2023, v. 149, n. 10, p. 7877, doi. 10.1007/s00432-023-04742-x
    By:
    • Wolff, Laura I.;
    • Hachgenei, Enno;
    • Goßmann, Paul;
    • Druzenko, Mariia;
    • Frye, Maik;
    • König, Niels;
    • Schmitt, Robert H.;
    • Chrysos, Alexandros;
    • Jöchle, Katharina;
    • Truhn, Daniel;
    • Kather, Jakob Nikolas;
    • Lambertz, Andreas;
    • Gaisa, Nadine T.;
    • Jonigk, Danny;
    • Ulmer, Tom F.;
    • Neumann, Ulf P.;
    • Lang, Sven A.;
    • Amygdalos, Iakovos
    Publication type:
    Article
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    Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.

    Published in:
    2021
    By:
    • Höhn, Julia;
    • Hekler, Achim;
    • Krieghoff-Henning, Eva;
    • Kather, Jakob Nikolas;
    • Utikal, Jochen Sven;
    • Meier, Friedegund;
    • Gellrich, Frank Friedrich;
    • Hauschild, Axel;
    • French, Lars;
    • Schlager, Justin Gabriel;
    • Ghoreschi, Kamran;
    • Wilhelm, Tabea;
    • Kutzner, Heinz;
    • Heppt, Markus;
    • Haferkamp, Sebastian;
    • Sondermann, Wiebke;
    • Schadendorf, Dirk;
    • Schilling, Bastian;
    • Maron, Roman C;
    • Schmitt, Max
    Publication type:
    journal article
    41

    Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study.

    Published in:
    2021
    By:
    • Schmitt, Max;
    • Maron, Roman Christoph;
    • Hekler, Achim;
    • Stenzinger, Albrecht;
    • Hauschild, Axel;
    • Weichenthal, Michael;
    • Tiemann, Markus;
    • Krahl, Dieter;
    • Kutzner, Heinz;
    • Utikal, Jochen Sven;
    • Haferkamp, Sebastian;
    • Kather, Jakob Nikolas;
    • Klauschen, Frederick;
    • Krieghoff-Henning, Eva;
    • Fröhling, Stefan;
    • Kalle, Christof von;
    • Brinker, Titus Josef;
    • von Kalle, Christof
    Publication type:
    journal article
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    Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

    Published in:
    Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-45589-1
    By:
    • El Nahhas, Omar S. M.;
    • Loeffler, Chiara M. L.;
    • Carrero, Zunamys I.;
    • van Treeck, Marko;
    • Kolbinger, Fiona R.;
    • Hewitt, Katherine J.;
    • Muti, Hannah S.;
    • Graziani, Mara;
    • Zeng, Qinghe;
    • Calderaro, Julien;
    • Ortiz-Brüchle, Nadina;
    • Yuan, Tanwei;
    • Hoffmeister, Michael;
    • Brenner, Hermann;
    • Brobeil, Alexander;
    • Reis-Filho, Jorge S.;
    • Kather, Jakob Nikolas
    Publication type:
    Article
    46

    Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides.

    Published in:
    Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-42453-6
    By:
    • Saillard, Charlie;
    • Dubois, Rémy;
    • Tchita, Oussama;
    • Loiseau, Nicolas;
    • Garcia, Thierry;
    • Adriansen, Aurélie;
    • Carpentier, Séverine;
    • Reyre, Joelle;
    • Enea, Diana;
    • von Loga, Katharina;
    • Kamoun, Aurélie;
    • Rossat, Stéphane;
    • Wiscart, Corentin;
    • Sefta, Meriem;
    • Auffret, Michaël;
    • Guillou, Lionel;
    • Fouillet, Arnaud;
    • Kather, Jakob Nikolas;
    • Svrcek, Magali
    Publication type:
    Article
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