PTSD-MDNN : Fusion tardive de réseaux de neurones profonds multimodaux pour la détection du trouble de stress post-traumatique
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arXiv
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| Auteurs principaux: | , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866911800256102400 |
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| author | Nguyen-Phuoc, Long Gaboriau, Renald Delacroix, Dimitri Navarro, Laurent |
| author_facet | Nguyen-Phuoc, Long Gaboriau, Renald Delacroix, Dimitri Navarro, Laurent |
| contents | In order to provide a more objective and quicker way to diagnose post-traumatic stress disorder (PTSD), we present PTSD-MDNN which merges two unimodal convolutional neural networks and which gives low detection error rate. By taking only videos and audios as inputs, the model could be used in the configuration of teleconsultation sessions, in the optimization of patient journeys or for human-robot interaction. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_10565 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | PTSD-MDNN : Fusion tardive de réseaux de neurones profonds multimodaux pour la détection du trouble de stress post-traumatique Nguyen-Phuoc, Long Gaboriau, Renald Delacroix, Dimitri Navarro, Laurent Audio and Speech Processing Artificial Intelligence Computer Vision and Pattern Recognition Sound Image and Video Processing Neurons and Cognition In order to provide a more objective and quicker way to diagnose post-traumatic stress disorder (PTSD), we present PTSD-MDNN which merges two unimodal convolutional neural networks and which gives low detection error rate. By taking only videos and audios as inputs, the model could be used in the configuration of teleconsultation sessions, in the optimization of patient journeys or for human-robot interaction. |
| title | PTSD-MDNN : Fusion tardive de réseaux de neurones profonds multimodaux pour la détection du trouble de stress post-traumatique |
| topic | Audio and Speech Processing Artificial Intelligence Computer Vision and Pattern Recognition Sound Image and Video Processing Neurons and Cognition |
| url | https://arxiv.org/abs/2403.10565 |