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Titlebook: Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales fo; 1st International Wo John S. H. Baxte

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Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Informatperform the baseline model even when privileged features are not of gold standard quality. Additionally, we introduce a novel method for post-hoc feature analysis, finding shortRunHighGreyLevelEmphasis of the lateral condyles and joint distance to be the most important features from the privileged modalities for predicting TMJ OA.
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https://doi.org/10.1007/978-3-319-28649-5se (largely unexamined) areas is the . that motivates everything from problem decomposition to architecture selection to clinical regulation. This article examines one of the spectra that defines the learning paradigm, specifically the spectrum between . and ., in order to analyse what values drive solutions towards or away from either extreme.
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Data Poisoning Attack and Defenses in Connectome-Based Predictive Modelsmproving the accuracy and fairness of connectome-based models, while largely overlooking trustworthiness, defined as the robustness of a model to data manipulations. In this work, we investigate the idea of trustworthiness through backdoor data poisoning—a technique that manipulates a portion of the
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Separable vs. End-to-End Learning: A Critical Examination of Learning Paradigmslogical tool, this exposure requires the community to better understand the logical and philosophical foundations underpinning its use. One of the these (largely unexamined) areas is the . that motivates everything from problem decomposition to architecture selection to clinical regulation. This art
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