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Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv22025 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
Gustav Anton Müller‐Franzes, Firas Khader, Robert Malte Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung, +1 more
39citations -
Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access cited by 2 patents
Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert
12citations -
MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
1,037citations -
Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images2023 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
John‐Melle Bokhorst, Irıs D. Nagtegaal, Filippo Fraggetta, Simona Vatrano, Wilma E. Mesker, Michael Vieth, +2 more
60citations -
Collaborative training of medical artificial intelligence models with non-uniform labels2023 Scientific Reports article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, +3 more
25citations -
The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset2026 Scientific Data data-paper Computer Science Brain Tumor Detection and Classification Open access
Dominic LaBella, Katherine M. Schumacher, Michael Mix, Kevin Leu, Shan McBurney-Lin, Pierre Nedelec, +66 more
5citations -
Implementation of Data Mining Using Simple Linear Regression Algorithm to Predict Export Values2025 Scientific Journal of Engineering Research article Computer Science Data Mining and Machine Learning Applications Open access
Aldi Bastiatul Fawait, Nazaruddin Insyroh, Asno Azzawagama Firdaus
3citations -
On the Implementation of Cylindrical Algebraic Coverings for Satisfiability Modulo Theories Solving2021 International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC) conference-paper Computer Science Formal Methods in Verification Open access
Gereon Kremer, Erika Ábrahám, Matthew England, James H. Davenport
3citations