Felipe O Aguiar
Biographic Data
| ID | 7967030 |
|---|---|
| NAME | Felipe O Aguiar |
| GIVEN NAMES | Felipe |
| FAMILY NAME | O Aguiar |
| SIGNATURE | AGUIAR F O |
| AFFILIATIONS | German Research Centre for Artificial Intelligence |
| ORCID | 0000-0002-1013-2088 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Machine learning analysis of posturography in panic disorder
This is the first study applying ML to posturography for identifying physiological markers of panic disorder. Using ML for stabilometric data improves classification accuracy, highlighting static posturography as superior to clinical screening tools like the Patient Health Questionnaire for Panic Disorder (PHQ-PD) and Panic Disorder Severity Scale (PDSS). Larger, externally validated cohorts and portable measurement solutions are needed to transl…
No prominent works on this page.
Machine learning analysis of posturography in panic disorder
This is the first study applying ML to posturography for identifying physiological markers of panic disorder. Using ML for stabilometric data improves classification accuracy, highlighting static posturography as superior to clinical screening tools like the Patient Health Questionnaire for Panic Disorder (PHQ-PD) and Panic Disorder Severity Scale (PDSS). Larger, externally validated cohorts and portable measurement solutions are needed to transl…
Biomarker (1 work) · Functional Brain Connectivity Studies (1 work) · Heart Rate Variability and Autonomic Control (1 work) · Identification (biology (1 work) · Mental Health Research Topics (1 work) · Panic (1 work) · Panic disorder (1 work) · Posturography (1 work)