Gesture recognition for Healthcare 4.0: a machine learning approach to reduce clinical infection risks

Author:

Lanza Bernardo1,Ferlinghetti Enrico1,Nuzzi Cristina1,Sani Lorenzo2,Garinei Alberto3,Maiorfi Lorenzo4,Naso Simone5,Piccioni Emanuele2,Bianchi Federico2,Proietti Massimiliano2,Marini Andrea2,Speziali Stefano2,Marconi Marcello3,Vispa Alessandro2,Lancini Matteo6

Affiliation:

1. University of Brescia,Dept. of Mechanical and Industrial Engineering,Brescia,Italy

2. Idea-Re S.r.l,Perugia,Italy

3. Guglielmo Marconi University,Department of Engineering Sciences,Rome,Italy

4. K-Digitale S.r.l,Perugia,Italy

5. Baxter S.p.A,Roma,Italy

6. University of Brescia,Radiological Sciences, and Public Health,Department of Medical and Surgical Specialties,Brescia,Italy

Funder

Health

Publisher

IEEE

Reference25 articles.

1. Hand hygiene video classification based on deep learning;bakshi;ArXiv,2021

2. Support System for Early Diagnosis of Chronic Obstructive Pulmonary Disease Based on the Service-Oriented Architecture Paradigm and Business Process Management Strategy: Development and Usability Survey Among Patients and Health Care Providers

3. A deep learning based system for handwashing procedure evaluation;greco;Neural Computing & Applications,2022

4. Detecting hand washing activity among activities of daily living and classification of WHO hand washing techniques using wearable devices and machine learning algorithms

5. Process Modeling of the Health Sector Using BPMN: A Case Study;aguilar;International Conference on Health Informatics,2008

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