AIMC Topic: Dopamine

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Automatically pre-screening patients for the rare disease aromatic l-amino acid decarboxylase deficiency using knowledge engineering, natural language processing, and machine learning on a large EHR population.

Journal of the American Medical Informatics Association : JAMIA Feb 16, 2024
OBJECTIVES: Electronic health record (EHR) data may facilitate the identification of rare diseases in patients, such as aromatic l-amino acid decarboxylase deficiency (AADCd), an autosomal recessive disease caused by pathogenic variants in the dopa d...
Humans Machine Learning Natural Language Processing Dopamine Rare Diseases Amino Acid Metabolism, Inborn Errors Aromatic-L-Amino-Acid Decarboxylases
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Simultaneous Estimation of Tonic Dopamine and Serotonin with High Temporal Resolution In Vitro Using Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
Quantitative measurement of the phasic (changes in several seconds) and tonic (changes in minutes to hours) level changes of neurotransmitters is an essential technique for understanding brain functions and brain diseases regulated by the neurotransm...
Brain Deep Learning Dopamine Serotonin Neurotransmitter Agents
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Reinforcement Learning: Full Glass or Empty - Depends Who You Ask.

Current biology : CB Apr 6, 2020
An extension of the prediction error theory of dopamine, imported from artificial intelligence, represents the full distribution over future rewards rather than only the average and better explains dopamine responses.
Artificial Intelligence Learning Reward Dopamine Reinforcement, Psychology
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DeepMind algorithm beats people at classic video games.

Nature Feb 26, 2015
Humans Artificial Intelligence Software Algorithms Animals Models, Neurological Decision Making Intelligence Reward Dopamine Video Games Neurosciences
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