Computational Psychiatry Rising
نویسندگان
چکیده
(on the shoulder of reinforcement learning and decision making models) What are the big problems that neuroscience could solve? • mood disorder (Depression, Bipolar ..) : ~ 10% of the population (at some point in life) in US • anxiety disorder (Panic, OCD, PTSD): ~18% of the population • addiction: alcohol ~ 10% of the population (at some point in life) • eating disorder (Anorexia, Bulimia): ~ 4 % • ADHD: ~4 % (adults) [NIMH] • drugs often work poorly • precise mechanisms of action unknown • computational neuroscience very poorly represented in psychiatry in the past (often not at all)-partly due to nomenclature of psychiatric diseases based on qualitative concepts, incompletely tied to neuroscientific foundations
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