Changes for page Methodology

Last modified by manuelmenendez on 2025/03/14 08:31

From version 8.1
edited by manuelmenendez
on 2025/02/01 14:12
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To version 12.1
edited by manuelmenendez
on 2025/02/08 17:22
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5 5  === **Workflow** ===
6 6  
7 7  1. (((
8 -**We Use [[https:~~/~~/github.com/users/manuelmenendezgonzalez/projects/1>>https://GitHub for AI Development]]**
8 +**We Use GitHub to [[Store and develop AI models, scripts, and annotation pipelines.>>https://github.com/Fundacion-de-Neurociencias/neurodiagnoses/discussions]]**
9 9  
10 10  * Create a **GitHub repository** for AI scripts and models.
11 11  * Use **GitHub Projects** to manage research milestones.
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32 32  **Dimensionality Reduction and Interpretability:**
33 33  
34 34  * **Evaluate interpretability** using metrics like the **Area Under the Interpretability Curve (AUIC)**.
35 -* **Leverage DEIBO (Data-driven Embedding Interpretation Based on Ontologies)** to connect model dimensions to ontology concepts.
35 +* **Leverage [[DEIBO>>https://github.com/Mellandd/DEIBO]] (Data-driven Embedding Interpretation Based on Ontologies)** to connect model dimensions to ontology concepts.
36 36  
37 37  **Neuroimaging & EEG/MEG Data:**
38 38  
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184 184  
185 185  === **Why This Matters** ===
186 186  
187 -* **The annotation system ensures that AI-generated insights are structured, interpretable, and clinically meaningful.**
188 -* **It enables real-time tracking of disease progression across the three diagnostic axes.**
189 -* **It facilitates integration with electronic health records and decision-support tools, improving AI adoption in clinical workflows.**
187 +* The annotation system ensures that AI-generated insights are structured, interpretable, and clinically meaningful.
188 +* It enables real-time tracking of disease progression across the three diagnostic axes.
189 +* It facilitates integration with electronic health records and decision-support tools, improving AI adoption in clinical workflows.