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Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
Amelie Echle, Narmin Ghaffari Laleh, Philip Quirke, Heike Irmgard Grabsch, Hannah Sophie Muti, Oliver Lester Saldanha, +32 more
112citations -
Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
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 -
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 -
Increasing the resolution of solar and wind time series for energy system modeling: A review2023 Renewable and Sustainable Energy Reviews article Computer Science Solar Radiation and Photovoltaics Open access
Olalekan Omoyele, Maximilian Hoffmann, Matti Koivisto, Miguel Larrañeta, Jann Michael Weinand, Jochen Linßen, +1 more
61citations -
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
60citations -
Activity recognition using wearable sensors for tracking the elderly2020 User Modeling and User-Adapted Interaction article Computer Science Context-Aware Activity Recognition Systems Open access
Stylianos Paraschiakos, Ricardo Cachucho, Matthijs Moed, Diana van Heemst, Simon P. Mooijaart, P. Eline Slagboom, +2 more
60citations -
Stratification and prediction of drug synergy based on target functional similarity2020 npj Systems Biology and Applications article Computer Science Computational Drug Discovery Methods Open access
Mi Yang, Patricia Jaaks, Jonathan R. Dry, Mathew J. Garnett, Michael P. Menden, Julio Sáez-Rodríguez
60citations -
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning2020 PLoS ONE article Computer Science Medical Image Segmentation Techniques Open access cited by 3 patents
Lohendran Baskaran, Subhi Jamal Alaref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong Won Choi, +31 more
48citations -
Joint Convexity of Error Probability in Blocklength and Transmit Power in the Finite Blocklength Regime2022 IEEE Transactions on Wireless Communications article Computer Science Error Correcting Code Techniques cited by 1 patent
Yao Lin Zhu, Yulin Hu, Xiaopeng Yuan, M. Cenk Gursoy, H. Vincent Poor, Anke Schmeink
45citations -
Model-driven engineering for mobile robotic systems: a systematic mapping study2021 Software & Systems Modeling article Computer Science Model-Driven Software Engineering Techniques Open access
Giuseppina Lucia Casalaro, Giulio Cattivera, Federico Ciccozzi, Ivano Malavolta, Andreas Wortmann, Patrizio Pelliccione
45citations -
Smartphone video nystagmography using convolutional neural networks: ConVNG2022 Journal of Neurology article Computer Science Gaze Tracking and Assistive Technology Open access cited by 1 patent
Maximilian Uwe Friedrich, Erich Schneider, Miriam Buerklein, Johannes Taeger, Johannes Hartig, Jens Volkmann, +2 more
44citations -
Testing the applicability of a virtual reality simulation platform for stress training of first responders2021 Military Psychology article Computer Science Virtual Reality Applications and Impacts Open access
Olaf Binsch, Charelle Bottenheft, Annemarie Landman, Linsey Roijendijk, Eric H. G. J. M. Vermetten
43citations -
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus N. Zimmermann, Maximilian Franz Schulze-Hagen, Christoph Haarburger, +4 more
42citations