Papers matching “multi-label classification” 32
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Uncertainty Calibration of Multi-Label Bird Sound Classifiers2026 International Conference on Agents and Artificial Intelligence (ICAART) conference-paper Computer Science Music and Audio Processing
Raphael Schwinger, Ben McEwen, Vincent S. Kather, René Heinrich, Lukas Rauch, Sven Tomforde
0citations -
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
2citations -
[MedMNIST+] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification with Multiple Size Options: 28 (MNIST-Like), 64, 128, and 2242024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Fan Zhao, Hanspeter Pfister, +1 more
2citations -
[MedMNIST+] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification with Multiple Size Options: 28 (MNIST-Like), 64, 128, and 2242024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
1citations -
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification2022 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
0citations -
MedMNIST: 18x Standardized Datasets for 2D and 3D Biomedical Image Classification2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Fan Zhao, Hanspeter Pfister, +1 more
0citations -
Large language model-based uncertainty-adjusted label extraction for artificial intelligence model development in upper extremity radiography2025 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
Anne-Sophie Caselitz, Thomas Dratsch, Daniel Pinto dos Santos, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
4citations -
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 -
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 -
Large Language Model-Based Uncertainty-Adjusted Label Extraction for Artificial Intelligence Model Development in Upper Extremity Radiography2025 arXiv (Cornell University) preprint Medicine Artificial Intelligence in Healthcare and Education Open access
Anne-Sophie Caselitz, Thomas Dratsch, Daniel Pinto dos Santos, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
0citations -
Unveiling Black-Boxes: Explainable Deep Learning Models for Patent Classification2023 Communications in computer and information science conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Md Shajalal, Sebastian Denef, Md. Rezaul Karim, Alexander Boden, Gunnar Stevens
3citations -
Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Multimodal Machine Learning Applications
Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Anton Müller‐Franzes, Carolina Ramirez, Madeline Hess, +3 more
0citations -
Acoustic Identification of Individual Animals with Hierarchical Contrastive Learning2025 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Music and Audio Processing Open access
Inês Nolasco, Ilyass Moummad, Dan Stowell, Emmanouil Benetos
1citations -
How do others cope? Extracting coping strategies for adverse drug events from social media2022 Journal of Biomedical Informatics article Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Anne R. Dirkson, Suzan Verberne, G. van Oortmerssen, Hans A. J. Gelderblom, Wessel Kraaij
8citations -
Machine Learning‐Based Model Selection and Averaging Outperform Single‐Model Approaches for a Priori Vancomycin Precision Dosing2025 CPT Pharmacometrics & Systems Pharmacology article Medicine Antibiotics Pharmacokinetics and Efficacy Open access
Wisse van Os, Amaury O’Jeanson, Carla Troisi, Chun Liu, Jordan T. Brooks, Jasmine H. Hughes, +2 more
13citations