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Medical large language models are susceptible to targeted misinformation attacks2024 npj Digital Medicine article Computer Science Adversarial Robustness in Machine Learning Open access
Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Anton Müller‐Franzes, Christiane Katharina Kuhl, +6 more
83citations -
Overcoming data scarcity in biomedical imaging with a foundational multi-task model2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access
Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, +2 more
73citations -
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
73citations -
Purification-based quantum error mitigation of pair-correlated electron simulations2023 Nature Physics article Computer Science Quantum Computing Algorithms and Architecture Open access
Thomas E. O’Brien, Gian-Luca Anselmetti, Fotios Gkritsis, Vincent E. Elfving, Stefano Polla, William J. Huggins, +91 more
73citations -
Protecting quantum entanglement from leakage and qubit errors via repetitive parity measurements2020 Science Advances article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents
Cornelis Christiaan Bultink, Thomas E. O’Brien, René Vollmer, Nandini Muthusubramanian, Marc Beekman, M. A. Rol, +6 more
66citations -
Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access
Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more
64citations -
A Blueprint for High Affinity SARS-CoV-2 Mpro Inhibitors from Activity-Based Compound Library Screening Guided by Analysis of Protein Dynamics2021 ACS Pharmacology & Translational Science article Computer Science Computational Drug Discovery Methods Open access
Jonas Goßen, Simone Albani, Anton Hanke, Benjamin Philipp Joseph, Cathrine C. Bergh, Maria Kuzikov, +14 more
62citations -
Deep Frequency Re-calibration U-Net for Medical Image Segmentation2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, I Afshin Bozorgpour, Maryam Asadi-Aghbolaghi, Dorit Merhof, Sérgio Escalera
61citations -
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study2025 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tirtha Chanda, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, Markus Vincent Heppt, +18 more
60citations -
Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists2024 Biological reviews/Biological reviews of the Cambridge Philosophical Society review Computer Science Music and Audio Processing Open access
Arik Kershenbaum, Çağlar Akçay, Lakshmi Babu Saheer, Alexander Barnhill, Paul Best, Jules Cauzinille, +16 more
59citations