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Article
Open AccessTacticAI: an AI assistant for football tactics
Identifying key patterns of tactics implemented by rival teams, and develo** effective responses, lies at the heart of modern football. However, doing so algorithmically remains an open research challenge. T...
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Article
Publisher Correction: Scientific discovery in the age of artificial intelligence
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Article
Scientific discovery in the age of artificial intelligence
Artificial intelligence (AI) is being increasingly integrated into scientific discovery to augment and accelerate research, hel** scientists to generate hypotheses, design experiments, collect and interpret ...
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Chapter
Predicting Patient Outcomes with Graph Representation Learning
Recent work on predicting patient outcomes in the Intensive Care Unit (ICU) has focused heavily on the physiological time series data, largely ignoring sparse data such as diagnoses and medications. When they ...
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Chapter and Conference Paper
Utility of Equivariant Message Passing in Cortical Mesh Segmentation
The automated segmentation of cortical areas has been a long-standing challenge in medical image analysis. The complex geometry of the cortex is commonly represented as a polygon mesh, whose segmentation can b...
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Article
Open AccessAdvancing mathematics by guiding human intuition with AI
The practice of mathematics involves discovering patterns and using these to formulate and prove conjectures, resulting in theorems. Since the 1960s, mathematicians have used computers to assist in the discove...
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Chapter and Conference Paper
Automatic Inference of Cross-Modal Connection Topologies for X-CNNs
This paper introduces a way to learn cross-modal convolutional neural network (X-CNN) architectures from a base convolutional network (CNN) and the training data to reduce the design cost and enable applying c...
