infant monitoring;
SIDS;
feature extraction;
deep learning;
D O I:
10.1109/eIT60633.2024.10609853
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
InfaSafe emerges as a novel approach to infant health monitoring, uniquely positioned at the convergence of advanced artificial intelligence and edge computing. This system is designed not as a definitive solution but as an advanced platform for comprehensive data archiving, offering valuable insights into the complex and elusive nature of Sudden Unexpected Infant Death (SUID). InfaSafe utilizes AI algorithms for real-time pose estimation, breathing surveillance, and cry analysis, all within an edge computing framework that facilitates prompt and efficient data handling. This paper explores the development and capabilities of InfaSafe, underscoring its role in providing crucial, real-time insights and alerts for caregivers and its potential to contribute significantly to our understanding of neonatal health and SUID. The focus is on leveraging technological advancements to gather comprehensive data, which can be instrumental in shaping future research and interventions in neonatal care.
机构:
Univ Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USA
Saha, Tamoghna
Del Cano, Rafael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USA
Univ Cordoba, Dept Phys Chem & Appl Thermodynam, E-14014 Cordoba, SpainUniv Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USA
Del Cano, Rafael
la De Paz, Ernesto
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USA
la De Paz, Ernesto
Sandhu, Samar S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USA
Sandhu, Samar S.
Wang, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Nanoengn, La Jolla, CA 92093 USA
机构:
Univ Arizona, Med Ctr, Div Trauma & Acute Care Surg, Dept Surg, Tucson, AZ 85721 USAUniv Arizona, Med Ctr, Div Trauma & Acute Care Surg, Dept Surg, Tucson, AZ 85721 USA
Joseph, Bellal
Haider, Ansab
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Med Ctr, Div Trauma & Acute Care Surg, Dept Surg, Tucson, AZ 85721 USAUniv Arizona, Med Ctr, Div Trauma & Acute Care Surg, Dept Surg, Tucson, AZ 85721 USA
Haider, Ansab
Rhee, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Med Ctr, Div Trauma & Acute Care Surg, Dept Surg, Tucson, AZ 85721 USAUniv Arizona, Med Ctr, Div Trauma & Acute Care Surg, Dept Surg, Tucson, AZ 85721 USA