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Related papers: Evidence-based Hand Hygiene. Can You Trust the Flu…

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Hand hygiene is among the most effective daily practices for preventing infectious diseases such as influenza, malaria, and skin infections. While professional guidelines emphasize proper handwashing to reduce the risk of viral infections,…

Signal Processing · Electrical Eng. & Systems 2025-05-27 Fei Wang , Tingting Zhang , Xilei Wu , Pengcheng Wang , Xin Wang , Han Ding , Jingang Shi , Jinsong Han , Dong Huang

Hand hygiene has long been promoted as the most effective way to prevent the transmission of infection. However, due to the low compliance and quality of hand hygiene reported in previous studies, constant monitoring of healthcare workers'…

Human-Computer Interaction · Computer Science 2023-02-07 Chaofan Wang , Weiwei Jiang , Kangning Yang , Zhanna Sarsenbayeva , Benjamin Tag , Tilman Dingler , Jorge Goncalves , Vassilis Kostakos

Recent studies put under scrutiny the prevailing hand hygiene guidelines, which incorporate quantitative parameters regarding handrub volume and hand size. Understanding the criticality of complete (i.e., efficient) hand hygiene in…

Systems and Control · Electrical Eng. & Systems 2023-04-25 Constantinos Voniatis , Szava Bansaghi , Daniel Sandor Veres , Peter Szeremy , Angela Jedlovszky Hajdu , Attila Szijarto , Tamas Haidegger

One in twenty-five patients admitted to a hospital will suffer from a hospital acquired infection. If we can intelligently track healthcare staff, patients, and visitors, we can better understand the sources of such infections. We envision…

The ability of healthcare workers to learn proper hand hygiene has been an understudied area of research. Generally, hand hygiene skills are regarded as a key contributor to reduce critical infections and healthcare-associated infections.…

Systems and Control · Electrical Eng. & Systems 2023-05-03 Irén A. Kopcsóné Németh , Csaba Nádor , László Szilágyi , Ákos Lehotsky , Tamás Haidegger

Hand hygiene is crucial for preventing viruses and infections. Due to the pervasive outbreak of COVID-19, wearing a mask and hand hygiene appear to be the most effective ways for the public to curb the spread of these viruses. The World…

Computer Vision and Pattern Recognition · Computer Science 2021-12-13 Mobina Shahbandeh , Fatemeh Ghaffarpour , Sina Vali , Mohammad Amin Haghpanah , Amin Mousavi Torkamani , Mehdi Tale Masouleh , Ahmad Kalhor

Ultraviolet fluorescence (UVF) is introduced as a novel and versatile method for the determination of the contamination of metal impurities on silicon wafer surfaces. The results given demonstrate the usefulness of UVF for contamination…

Materials Science · Physics 2007-05-23 Zhongwei Pan , Richard Chin

Hand washing is a crucial part of personal hygiene. Hand washing detection is a relevant topic for wearable sensing with applications in the medical and professional fields. Hand washing detection can be used to aid workers in complying…

Human-Computer Interaction · Computer Science 2025-05-28 Robin Burchard , Kristof Van Laerhoven

Hand hygiene is one of the most significant factors in preventing hospital acquired infections (HAI) which often be transmitted by medical staffs in contact with patients in the operating room (OR). Hand hygiene monitoring could be…

Computer Vision and Pattern Recognition · Computer Science 2020-03-23 Minjee Kim , Joonmyeong Choi , Namkug Kim

The COVID-19 pandemic has severely affected public health, healthcare systems, and daily life, especially amid resource shortages and limited workers. This crisis has underscored the urgent need for automation in hospital environments,…

Robotics · Computer Science 2025-07-16 Ting-Wei Ou , Jia-Hao Jiang , Guan-Lin Huang , Kuu-Young Young

Nowadays, more effective control of hand hygiene (HH) by healthcare teams has become essential. HH control is crucial to prevent cross-contamination and healthcare-associated infections (HAI), according to Brazilian regulatory standards and…

Hardware Architecture · Computer Science 2025-05-09 Rafael Castro , Alexandre dos Santos Roque

Washing hands is one of the most important ways to prevent infectious diseases, including COVID-19. Unfortunately, medical staff does not always follow the World Health Organization (WHO) hand washing guidelines in their everyday work. To…

Human-Computer Interaction · Computer Science 2020-12-02 Maksims Ivanovs , Roberts Kadikis , Martins Lulla , Aleksejs Rutkovskis , Atis Elsts

This large-scale study, consisting of 24.5 million hand hygiene opportunities spanning 19 distinct facilities in 10 different states, uses linear predictive models to expose factors that may affect hand hygiene compliance. We examine the…

Computers and Society · Computer Science 2017-07-11 Michael T. Lash , Jason Slater , Philip M. Polgreen , Alberto M. Segre

Hand hygiene is a standard six-step hand-washing action proposed by the World Health Organization (WHO). However, there is no good way to supervise medical staff to do hand hygiene, which brings the potential risk of disease spread.…

Computer Vision and Pattern Recognition · Computer Science 2023-06-21 Chenglong Li , Qiwen Zhu , Tubiao Liu , Jin Tang , Yu Su

Ultraviolet (UV) germicidal radiation is an established non-contact method for surface disinfection in medical environments. Traditional approaches require substantial human intervention to define disinfection areas, complicating…

Robotics · Computer Science 2025-11-25 Xueyan Oh , Jonathan Her , Zhixiang Ong , Brandon Koh , Yun Hann Tan , U-Xuan Tan

The recent ongoing coronavirus pandemic highlights the importance of hand hygiene practices in our daily lives, with governments and worldwide health authorities promoting good hand hygiene practices. More than one million cases of…

Computer Vision and Pattern Recognition · Computer Science 2021-10-07 Rashmi Bakshi

This paper contributes a new high-quality dataset for hand gesture recognition in hand hygiene systems, named "MFH". Generally, current datasets are not focused on: (i) fine-grained actions; and (ii) data mismatch between different…

Computer Vision and Pattern Recognition · Computer Science 2021-09-08 Huy Q. Vo , Tuong Do , Vi C. Pham , Duy Nguyen , An T. Duong , Quang D. Tran

The process of hand washing involves complex hand movements. There are six principal sequential steps for washing hands as per the World Health Organisation (WHO) guidelines. In this work, a detailed description of an aluminium rig…

Computer Vision and Pattern Recognition · Computer Science 2021-08-09 Rashmi Bakshi , Jane Courtney , Damon Berry , Graham Gavin

This large-scale study, consisting of 21.3 million hand hygiene opportunities from 19 distinct facilities in 10 different states, uses linear predictive models to expose factors that may affect hand hygiene compliance. We examine the use of…

Computers and Society · Computer Science 2018-01-30 Michael T. Lash , Jason Slater , Philip M. Polgreen , Alberto M. Segre

Hand-hygiene compliance and contacts of health-care workers largely determine the potential paths of pathogen transmission in hospital wards. We explored how the combination of data collected by two automated infrastructures based on…

Physics and Society · Physics 2016-01-18 Rossana Mastrandrea , Alberto Soto-Aladro , Philippe Brouqui , Alain Barrat
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