| Link | https://winterlightlabs.github.io/ml4cmh2024/assets/Presentations/Presentation6.pdf |
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| Author | Search for: Darvishi-Bayazi, Mohammad-Javad; Search for: Ghaemi, Mohammad Sajjad1; Search for: Faubert, Jocelyn; Search for: Rish, Irina |
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| Affiliation | - National Research Council Canada. Digital Technologies
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| Format | Text, Address |
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| Conference | 1st Workshop on Machine Learning for Cognitive and Mental Health, ML4CMH 2024, February 26, 2024, Vancouver, BC |
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| Physical description | 13 slides |
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| Subject | artificial neural network; EEG; machine learning; mental health; robustness; sex prediction; transfer learning |
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| Abstract | ● Pathology detection & Therapeutic interventions
● Advancements because of AI
● Response of prescription drugs (Lee [2018])
● Characteristic of disorders
○ Dementia (Podcasyand Epperson [2016])
○ Autism (Williams et al. [2021])
● Structural vs Functional
○ Structural diff. are minor (Eliot et al. [2021])
● Detectability | Generalization
● Impact on Pathology?
○ Imbalanced data
○ Important pattern |
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| Publication date | 2024-02-26 |
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| Publisher | CEUR-WS |
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| In | |
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| Other format | |
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| Language | English |
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| Peer reviewed | No |
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| Export citation | Export as RIS |
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| Report a correction | Report a correction (opens in a new tab) |
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| Record identifier | 734475e1-ef70-4f91-9e45-f04d965c7326 |
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| Record created | 2024-04-04 |
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| Record modified | 2024-04-04 |
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