Artificial Intelligence (AI) approaches in clinical science require extensive data preprocessing (DP) steps prior to building AI models. Establishing DP pipelines is a non-trivial task, mainly driven by purely
Further findings and challenges of respective CAD stages were provided, followed by discussion on the implications of AI in Dentistry.In terms of various approaches used for preprocessing,segmentation and classification, the deep learning approaches gave an edge to other paradigms, therefore becoming the...
Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review 4.3SQ2: How are artificial intelligence methods used in the processing of patient vital signs? We select 78 articles that used at least one AI method in vital sign analysis...
By considering a \(\varepsilon\) ball at each data point, we build an edge (1-simplex) between two points \(a\) and \(b\) if and only if the distance between them is less than \(\varepsilon\). Similarly, we build a triangle (2-simplex) if and only if the pairwise distances...
IEDGEDTA [77] Molecular graph Protein graph Edge-GCN 1D-GCN SAG-DTA [78] Molecular graph Lebel encoding of AA seq GCN 1D CNN Abbreviations: AA seq: Amino acid sequence; GNN — graph neural network; MLP — multilayer perceptron; GCN: graph convolutional network; GAT: graph attention network...
“Image preprocessing is a characteristic of the human retina, and we believe that biomimicry will contribute to the development of applications in edge computing and the Internet of Things,” Chai said. While still in the proof-of-concept stage, the device has attracted investors for large-scale...
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Industry 4.0 (also known as Smart Manufacturing or Smart Factory) provides an approach to this, combining elements of artificial intelligence (AI), new types of sensors as well as state-of-the-art information technologies (Oztemel & Gursev, 2020). Central to this approach are data which are...
In 2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE) 1–5 (IEEE, 2023) Jiang, S., Min, W., Lyu, Y. & Liu, L. Few-shot food recognition via multi-view representation learning. ACM Trans. Multimed....
Since September 2017, Jan is Research Engineer at Vicomtech, Spain, in the area of Data Intelligence for Energy and Industrial Processes where he develops Artificial Intelligence (AI) and Machine Learning platforms within the context of Industry 4.0 projects....