Computational Psychiatry a Complete Self-Study Guide

🧠 Keep exploring at: https://www.charfraza.com/ Hi 👋 today I want to teach you about computational psychiatry. Computational psychiatry is an interdisciplinary field that uses computational methods and models to understand the underlying mechanisms of mental disorders, and to develop new treatments for these disorders. I want to give you a program with which you can start to study computational psychiatry by yourself. I listed all the resources below. Hope you enjoy 🧠! 00:00 - Intro 00:41 - What is computational psychiatry? 02:41 - The limits of the DSM-5 05:16 - The future of computational psychiatry 07:18 - Models used in computational psychiatry 10:47 - Data used in computational psychiatry 11:22 - Tools to learn computational psychiatry 15:44 - Throwing equations at mental disorders? 🎵 Copyright free music: Epidemic Sound - https://share.epidemicsound.com/ndkqqq 📚Resources: Books: The Psychopath Test: A Journey Through the Madness Industry - https://geni.us/HaBz5Gw Computational Psychiatry : A Primer - https://geni.us/XUWd46 Madness and Civilization: A History of Insanity in the Age of Reason - https://geni.us/Z62Il0 The Divided Self: An Existential Study in Sanity and Madness - https://geni.us/V6LshJ Papers: 1. Computational psychiatry P Read Montague -https://pubmed.ncbi.nlm.nih.gov/22177032/ 2. From reinforcement learning models to psychiatric and neurological disorders - https://pubmed.ncbi.nlm.nih.gov/21270784/ 3. Computational psychiatry as a bridge from neuroscience to clinical applications - https://pubmed.ncbi.nlm.nih.gov/26906507/ 4. Beyond Lumping and Splitting: A Review of Computational Approaches for Stratifying Psychiatric Disorders - https://pubmed.ncbi.nlm.nih.gov/27642641/ 5. Realizing the potential of mobile mental health: new methods for new data in psychiatry - https://pubmed.ncbi.nlm.nih.gov/26073363/ Courses: Computational psychiatry course Zurich - https://video.ethz.ch/lectures/d-itet/2021/autumn/227-0971-00L.html On the conversation with mental disorders: “In the serene world of mental illness, modern man no longer communicates with the madman: on on hand, the man of reason delegates the physician to madness, thereby authorizing a relation only through the abstract universality of disease; on the other, the man of madness communicates with society only by the intermediary of an equally abstract reason which is order, physical and moral constraint, the anonymous pressure of the group, the requirements of conformity.” Books I love: 12 week year - https://geni.us/UxMaA Straight a student - https://geni.us/qePl Atlas of the heart - https://geni.us/CyYj2mH Deep Work - https://geni.us/XPlK0Q Show your work - https://geni.us/IZ4B7 Building a second brain - https://geni.us/CxYa Courses I love: Machine learning course - https://imp.i384100.net/9W64oe *Some of the links are affiliate links, which help me buy some extra coffee throughout the week ☕️ 🙋‍♀️ Hi, my name is Charlotte Fraza a third year PhD student in Computational Neuroscience at the Donders institute in the Netherlands. With this Channel I hope to teach the world about Computational Neuroscience and give current and prospective students the tools to enter this field. I hope you enjoy the videos ❤️. 💃 Connect with me 🐦 Twitter: https://twitter.com/CFraza 📧 For brands/collaborations: charfraza@gmail.com I try to answer all the comments, but if I don't respond I'm probably in my coding cave 👩‍💻 Sub count: 📈 45,084