Estimating Symptoms and Clinical Signs Instead of Disorders: The Path Toward The Clinical Use of Voice and Speech Biomarkers In Psychiatry
| dc.rights.license | open | en_US |
| hal.structure.identifier | Sommeil, Addiction et Neuropsychiatrie [Bordeaux] [SANPSY] | |
| dc.contributor.author | MARTIN, Vincent P. | |
| hal.structure.identifier | Laboratoire Bordelais de Recherche en Informatique [LaBRI] | |
| dc.contributor.author | ROUAS, Jean-Luc | |
| dc.date.accessioned | 2025-03-25T13:29:04Z | |
| dc.date.available | 2025-03-25T13:29:04Z | |
| dc.date.issued | 2024 | |
| dc.date.conference | 2024-04-14 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/205664 | |
| dc.description.abstractEn | Despite the continuous innovation in voice biomarkers domain for more than a decade and the apparent need for clinicians to have objective diagnostic tools, no device has yet been implemented in real clinical settings or widely adopted by clinicians. After giving a short overview of the literature, we argue that in addition to the factors usually mentioned in the literature (low performance, database sizes, transparency, etc.), an underestimated but crucial factor preventing the use of such systems is the therapeutic relationship. We also discuss the “objectivity” of such systems, and the place of diagnosis in clinical practice and its conceptual limitations. In order to shape useful and relevant voice biomarkers, we propose to estimate symptoms instead of diagnosis, and draw perspectives related to this paradigm, which will require databases annotated with patients’ symptoms rather than only their pathological status. © 2024 IEEE. | |
| dc.description.sponsorship | Health, behaviors and autonomous digital technologies - ANR-22-PESN-0009 | en_US |
| dc.description.sponsorship | Santé Numérique en Société - ANR-22-PESN-0004 | en_US |
| dc.language.iso | EN | en_US |
| dc.subject.en | Biomarkers | |
| dc.subject.en | Diagnosis | |
| dc.subject.en | Voice Biomarker | |
| dc.subject.en | Psychiatry | |
| dc.subject.en | Clinical Signs | |
| dc.subject.en | Clinical Use | |
| dc.subject.en | Clinical Usefulness | |
| dc.subject.en | Continuous Innovation | |
| dc.subject.en | Diagnosis Criteria | |
| dc.subject.en | Diagnostics Tools | |
| dc.subject.en | Epistemology | |
| dc.subject.en | Symptoms (Signs) | |
| dc.title.en | Estimating Symptoms and Clinical Signs Instead of Disorders: The Path Toward The Clinical Use of Voice and Speech Biomarkers In Psychiatry | |
| dc.type | Communication dans un congrès | en_US |
| dc.identifier.doi | 10.1109/ICASSP48485.2024.10445888 | en_US |
| dc.subject.hal | Sciences du Vivant [q-bio]/Neurosciences [q-bio.NC] | en_US |
| bordeaux.page | 10606 – 10610 | en_US |
| bordeaux.hal.laboratories | SANPSY (Sommeil, Addiction, Neuropsychiatrie) - UMR 6033 | en_US |
| bordeaux.institution | Université de Bordeaux | en_US |
| bordeaux.institution | CNRS | en_US |
| bordeaux.institution | Bordeaux INP | |
| bordeaux.conference.title | ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | en_US |
| bordeaux.conference.city | Seoul | en_US |
| hal.proceedings | oui | en_US |
| hal.conference.end | 2024-04-19 | |
| hal.popular | non | en_US |
| hal.audience | Internationale | en_US |
| hal.export | false | |
| dc.rights.cc | Pas de Licence CC | en_US |
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