{"id":4718,"date":"2022-03-10T13:56:00","date_gmt":"2022-03-10T12:56:00","guid":{"rendered":"https:\/\/hugoscurto.com\/?post_type=jetpack-portfolio&p=4718"},"modified":"2025-07-22T12:07:32","modified_gmt":"2025-07-22T11:07:32","slug":"ganspire","status":"publish","type":"jetpack-portfolio","link":"https:\/\/hugoscurto.com\/fr\/portfolio\/ganspire\/","title":{"rendered":"GANspire"},"content":{"rendered":"\n
Hugo Scurto, Baptiste Caramiaux, 2021<\/strong><\/span>
web application, generative deep learning<\/strong><\/span><\/h6>\n\n\n\n

A generative AI of breathing waveforms. It uses generative deep learning to realistically reproduce fine-grained variations of human breathing, named “personnalit\u00e9s ventilatoires” by pulmonologists. It relies on the Marcelle<\/em> web-based toolkit to enable interactive exploration of deep latent space. GANspire<\/em> is at the heart of the art-health project R\u00c9ESPIRATION<\/a><\/em><\/em> and enabled the production of cultural probes<\/a> for respiratory care research.<\/p>\n\n\n\n

Designed collaboratively with pulmonologists.<\/strong><\/h6>\n\n\n\n
Year<\/strong><\/span>
2021<\/h6>\n\n\n\n
Credits<\/strong><\/span>
The project was developed with Baptiste Caramiaux, Thomas Similowski, and Samuel Bianchini in collaboration with the HCI Sorbonne<\/a> group of ISIR<\/a>, the R3S<\/a> department of AP-HP<\/a>, and the Reflective Interaction<\/a> group of EnsadLab<\/a>, in the context of a postdoctoral fellowship program at Faculty of Medicine<\/a>, Sorbonne Universit\u00e9 (IUIS).<\/h6>\n\n\n\n
Publications<\/strong><\/span>
Article at CSCW 2023<\/a>
Paper at NeurIPS 2021<\/a><\/h6>\n\n\n\n
Code<\/strong><\/span>
GitHub<\/a><\/h6>\n\n\n\n
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