Clinical researchers, biomedical engineers, and healthcare AI practitioners.
Developing Active Inference agents for bedside clinical waveform data analysis and real-time decision support.
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Clinical Waveform Data Based Agent develops Active Inference systems for bedside clinical monitoring. It applies the free energy framework to real-time waveform data — EEG, ECG, and other physiological signals — to support clinical decision-making.
The project develops Active Inference agent architectures for processing and interpreting clinical waveform data in real time. The goal is to create principled, uncertainty-aware models that can assist clinicians at the bedside by continuously updating belief states from physiological sensor streams.
Clinical researchers, biomedical engineers, and AI practitioners with healthcare interests are welcome.
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Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.
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Public GitHub organization for Institute repositories and open-source work.
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Project repository for multiagent Active Inference modeling work.
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Generalized Notation Notation project repository for model communication.
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Geospatial modeling repository connected to ecological and bioregional applications.
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Research and publication-oriented repository for the Active Inference Journal.
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Public Active Inference Ontology shortlink for shared conceptual infrastructure.
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External paper repository surfaced from the official research page.
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Official pages
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Official research overview page.
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Official RxInfer learning page.
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Official Knowledge Engineering page.
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Official Active Blockference page.
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Official theoretical neurobiology page.
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Public project measurement shortlink for reporting progress and outputs.
Repositories
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Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.
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Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.
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Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
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Python models and materials for ant-inspired multiagent Active Inference.
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Active Inference & Category Theory
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Public content repository for the Active Inference Journal and related publication infrastructure.
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Active Entity Ontology for Science
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Public ants repository in the ActiveInferenceInstitute GitHub namespace.