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09/20/2023
A Systematic Review of Few-Shot Learning in Medical Imaging
The lack of annotated medical images limits the performance of deep lear...
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09/19/2023
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
In this paper, we present a novel method to automatically classify medic...
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09/19/2023
Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results
We present a new method for automatically classifying medical images tha...
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09/18/2023
The role of causality in explainable artificial intelligence
Causality and eXplainable Artificial Intelligence (XAI) have developed a...
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09/07/2023
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning
The cerebrospinal fluid (CSF) of 19 subjects who received a clinical dia...
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02/24/2023
Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues
Reproducibility is one of the core dimensions that concur to deliver Tru...
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06/26/2022
State of the Art of Audio- and Video-Based Solutions for AAL
The report illustrates the state of the art of the most successful AAL a...
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09/20/2021