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Single-Pass Decision Scores Enable Rapid Classification with Adjustable Thresholds in Medical Multimodal Large Language Models2026 arXiv (Cornell University) preprint Computer Science Multimodal Machine Learning Applications Open access
Patrick Wienholt, Frederik Hauke, Christiane Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
0citations -
Compute-Efficient Medical Image Classification with Softmax-Free Transformers and Sequence Normalization2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Firas Khader, Omar S. M. El Nahhas, Tianyu Han, Gustav Anton Müller‐Franzes, Sven Nebelung, Jakob Nikolas Kather, +1 more
0citations -
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 -
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, +5 more
4citations -
CoM$^3$eT: A foundation model for medical image analysis through federated, multidimensional context integration2026 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
J. Raphael Schäfer, Kai Geissler, Till Nicke, Chiara Tappermann, Karoline Heber, Eike Petersen, +24 more
0citations -
Evidence-based recommendations for gene-specific ACMG/AMP variant classification from the ClinGen ENIGMA BRCA1 and BRCA2 Variant Curation Expert Panel2024 medRxiv preprint Biochemistry, Genetics and Molecular Biology BRCA gene mutations in cancer Open access
Michael T. Parsons, Miguel de la Hoya, Marcy E. Richardson, Emma Tudini, Windy Berkofsky‐Fessler, Sandrine M. Caputo, +36 more
6citations -
Evaluation of SURUS: a Named Entity Recognition System to Extract Knowledge from Interventional Study Records2024 medRxiv preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Casper Peeters, Koen Vijverberg, Marianne G. Pouwer, Bart A. Westerman, Maikel Boot, Suzan Verberne
1citations -
From Clinical Intent to Clinical Model: Autonomous Coding-Agents for Clinician-driven AI Development2026 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Zihao Zhao, Frederik Hauke, Juliana de Castilhos, Mathis Bode, Jakob Nikolas Kather, Sven Nebelung, +1 more
0citations