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SPIRA: Building an Intelligent System for Respiratory Insufficiency Detection
July 06, 2025 Β· Declared Dead Β· π International Symposium on Information Science and Engineering
"No code URL or promise found in abstract"
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Authors
Renato Cordeiro Ferreira, Dayanne Gomes, Vitor Tamae, Francisco Wernke, Alfredo Goldman
arXiv ID
2507.04548
Category
cs.SE: Software Engineering
Cross-listed
cs.AI,
cs.LG
Citations
3
Venue
International Symposium on Information Science and Engineering
Last Checked
4 months ago
Abstract
Respiratory insufficiency is a medic symptom in which a person gets a reduced amount of oxygen in the blood. This paper reports the experience of building SPIRA: an intelligent system for detecting respiratory insufficiency from voice. It compiles challenges faced in two succeeding implementations of the same architecture, summarizing lessons learned on data collection, training, and inference for future projects in similar systems.
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