WitrynaDo Pre-processing and Augmentation Help Explainability? A Multi-seed Analysis for Brain Age Estimation Cho, D. & Wallraven, C., 2024, Interpretability of Machine Intelligence in Medical Image Computing - 5th International Workshop, iMIMIC 2024, Held in Conjunction with MICCAI 2024, Proceedings. Reyes, M., Henriques Abreu, P. & … WitrynaThis study uses a dataset of 1,452 scans to investigate the effects of augmentation and pre-processing via brain registration on explainability for the task of brain age estimation and highlights the need for a careful consideration of training setups in interpreting deep learning outputs in brain analysis. . The performance of predicting biological markers …
Events 2024 - Zentrum für Künstliche Intelligenz in der Medizin
Witryna14 lip 2024 · The iMIMIC workshop will be held in the morning of 4 of October as a workshop of MICCAI 2024. We would like to inform you that in light of the ongoing … Witryna1 sty 2024 · This book constitutes the refereed joint proceedings of the Second International Workshop on Interpretability of Machine Intelligence in Medical Image … slush road
Front Matter Interpretable and Annotation-Efficient Learning for ...
WitrynaThe iMIMIC, MIL3ID, and LABELS 2024 joint proceedings present the latest research on interpretable and annotation-efficient learning for medical image ... Third International Workshop, iMIMIC 2024, Second International Workshop, MIL3ID 2024, and 5th International Workshop, LABELS 2024, Held in Conjunction with MICCAI 2024, Lima, … WitrynaThis book constitutes the refereed joint proceedings of the Third International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2024, … WitrynaInterpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data [E-Book] : 4th International Workshop, iMIMIC 2024, and 1st International Workshop, TDA4MedicalData 2024, Held in Conjunction with MICCAI 2024, Strasbourg, France, September 27, 2024, … solar panels heat island reduction