Changes for page Neurodiagnoses

Last modified by manuelmenendez on 2025/03/03 22:46
From version 20.1
edited by manuelmenendez
on 2025/01/28 00:03
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To version 5.1
edited by manuelmenendez
on 2025/01/27 23:04
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5 -= //A new tridimensional diagnostic framework for neurodegenerative diseases// =
5 += Neurodiagnoses =
6 6  
7 -This project is focused on developing a novel nosological and diagnostic framework for neurodegenerative diseases by using advanced AI techniques and integrating data from neuroimaging, biomarkers, and biomedical ontologies.
8 -We aim to create a structured, interpretable, and scalable diagnostic tool.
7 +This project is focused on developing a novel nosological and diagnostic framework for neurological diseases. Using advanced AI techniques and integrating data from neuroimaging, biomarkers, and biomedical ontologies, we aim to create a structured, interpretable, and scalable diagnostic tool.
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10 10  )))
11 11  
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16 -= What is this about and what can I find here? =
15 += What can I find here? =
17 17  
18 -== **Overview** ==
19 -
20 -The //Tridimensional Diagnostic Framework// redefines how neurodegenerative diseases (NDD) are classified by focusing on:
21 -
22 -* **Axis 1**: Etiology (genetic or other causes of diseases).
23 -* **Axis 2**: Molecular Markers (biomarkers).
24 -* **Axis 3**: Neuroanatomoclinical correlations (linking clinical symptoms to structural changes in the nervous system).
25 -
26 -
27 -[[Neurodegenerative diseases can be studied and classified in a tridimensional scheme with three axes: anatomic–clinical, molecular, and etiologic. CSF, cerebrospinal fluid; FDG, fluorodeoxyglucose; MRI, magnetic resonance imaging; PET, positron emission tomography.>>image:tridimensional.png||alt="tridimensional view of neurodegenerative diseases"]]
28 -
29 -
30 -This methodology enables:
31 -
32 -* Greater precision in diagnosis.
33 -* Integration of incomplete datasets using AI-driven probabilistic modeling.
34 -* Stratification of patients for personalized treatment.
35 -
36 -== **Diagnostic Axes** ==
37 -
38 -* (((
39 -**Axis 1: Etiology**
40 -
41 -* //Description//: Focuses on genetic and sporadic causes, identifying risk factors and potential triggers.
42 -* //Examples//: APOE ε4 as a genetic risk factor, or cardiovascular health affecting NDD progression.
43 -* //Tests//: Genetic testing, lifestyle and cardiovascular screening.
44 -)))
45 -* (((
46 -**Axis 2: Molecular Markers**
47 -
48 -* //Description//: Analyzes primary (amyloid-beta, tau) and secondary biomarkers (NFL, GFAP) for tracking disease progression.
49 -* //Examples//: CSF amyloid-beta concentrations to confirm Alzheimer’s pathology.
50 -* //Tests//: Blood/CSF biomarkers, PET imaging (Tau-PET, Amyloid-PET).
51 -)))
52 -* (((
53 -**Axis 3: Neuroanatomoclinical**
54 -
55 -* //Description//: Links clinical symptoms to neuroanatomical changes, such as atrophy or functional impairments.
56 -* //Examples//: Hippocampal atrophy correlating with memory deficits.
57 -* //Tests//: MRI volumetrics, FDG-PET, neuropsychological evaluations.
58 -)))
59 -
60 -== **Applications** ==
61 -
62 -This system enhances:
63 -
64 -* **Research**: By stratifying patients, reduces cohort heterogeneity in clinical trials.
65 -* **Clinical Practice**: Provides dynamic diagnostic annotations with timestamps for longitudinal tracking.
66 -
67 67  == Who has access? ==
68 68  
69 69  We welcome contributions from the global community. Let’s build the future of neurological diagnostics together!
70 70  
71 -== How to Contribute ==
21 +== How to Contribute: ==
72 72  
73 73  * Access the `/docs` folder for guidelines.
74 74  * Use `/code` for the latest AI pipelines.
75 75  * Share feedback and ideas in the wiki discussion pages.
76 76  
77 -== Key Objectives ==
27 +== Key Objectives: ==
78 78  
79 79  * Develop interpretable AI models for diagnosis and progression tracking.
80 80  * Integrate data from Human Phenotype Ontology (HPO), Gene Ontology (GO), and other biomedical resources.
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88 88  {{toc/}}
89 89  {{/box}}
90 90  
91 -== Main contents ==
41 +== Main contents: ==
92 92  
93 93  * `/docs`: Documentation and contribution guidelines.
94 94  * `/code`: Machine learning pipelines and scripts.
tridimensional.png
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