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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

Healthcare-Associated Infections present a major threat to patient safety globally. According to studies, more than 50% of HAI could be prevented by proper hand hygiene. Effectiveness of hand hygiene is regularly evaluated with the…

Human-Computer Interaction · Computer Science 2023-07-13 Száva Bánsághi , Viola Sári , Péter Szerémy , Ákos Lehotsky , Bence Takács , Brigitta K. Tóth , Tamás Haidegger

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

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

The handleability and sensory perception of hand sanitisers by consumers affect the hygiene outcome. Spillage may result in under-dosing and poor sensory properties can lead to under-utilisation. We first propose four principles (low run…

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

The process of hand washing, according to the WHO, is divided into stages with clearly defined two handed dynamic gestures. In this paper, videos of hand washing experts are segmented and analyzed with the goal of extracting their…

Computer Vision and Pattern Recognition · Computer Science 2021-09-03 Rashmi Bakshi , Jane Courtney , Damon Berry , Graham Gavin

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

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

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

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

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

The use of static human body dimensions to assess the human accessibility is an essential part of an ergonomic approach in user-centered design. Assessments of reach capability are commonly performed by exercising external anthropometry of…

Medical Physics · Physics 2015-12-31 Mathieu Delangle , Jean François Petiot , Emilie Poirson

Every year, about 4 million people die from upper respiratory infections. Mask-wearing is crucial in preventing the spread of pathogen-containing droplets, which is the primary cause of these illnesses. However, most techniques for mask…

Computer Vision and Pattern Recognition · Computer Science 2023-03-07 Ava Tan Bhowmik

We introduce BeaMsteerX (BMX), a novel mmWave hand hygiene gesture recognition technique that improves accuracy in longer ranges (1.5m). BMX steers a mmWave beam towards multiple directions around the subject, generating multiple views of…

Human-Computer Interaction · Computer Science 2025-03-24 Isura Nirmal , Wen Hu , Mahbub Hassan , Elias Aboutanios , Abdelwahed Khamis

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

In this work, an extensive review of literature in the field of gesture recognition carried out along with the implementation of a simple classification system for hand hygiene stages based on deep learning solutions. A subset of robust…

Computer Vision and Pattern Recognition · Computer Science 2021-08-19 Rashmi Bakshi

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

To touch and be touched are vital to human development, well being, and relationships. However, to those who have lost their arms and hands due to accident or war, touching becomes a serious concern that often leads to psychosocial issues…

Washing hands properly and frequently is the simplest and most cost-effective interventions to prevent the spread of infectious diseases. People are often ignorant about proper handwashing in different situations and do not know if they…

Human-Computer Interaction · Computer Science 2021-11-22 Sirat Samyoun , Sudipta Saha Shubha , Md Abu Sayeed Mondol , John A. Stankovic
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