iWash: A smartwatch handwashing quality assessment and reminder system with real-time feedback in the context of infectious disease

[1]  Sirat Samyoun,et al.  Stress Detection via Sensor Translation , 2020, 2020 16th International Conference on Distributed Computing in Sensor Systems (DCOSS).

[2]  Liang Lin,et al.  Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[3]  V. Kostakos,et al.  Accurate Measurement of Handwash Quality Using Sensor Armbands: Instrument Validation Study , 2019, JMIR mHealth and uHealth.

[4]  Y. Longtin,et al.  1187. Estimation of Individual Healthcare Workers’ Relative Hand Hygiene Compliance Using an Anonymous Electronic Monitoring System , 2019, Open Forum Infectious Diseases.

[5]  Jason Fletcher,et al.  A comparison of scheduling, work hours, overtime, and work preferences across four cohorts of newly licensed Registered Nurses. , 2019, Journal of advanced nursing.

[6]  John A. Stankovic,et al.  iAdhere: A voice interactive assistant to improve adherence to medical treatments: demo abstract , 2019, ICCPS.

[7]  Olaf Sanders.  Medium , 2018, The American Weird.

[8]  Gregory D. Abowd,et al.  Wristwash: towards automatic handwashing assessment using a wrist-worn device , 2018, UbiComp.

[9]  Abien Fred Agarap.  Deep Learning using Rectified Linear Units (ReLU) , 2018, ArXiv.

[10]  Song Han,et al.  AMC: AutoML for Model Compression and Acceleration on Mobile Devices , 2018, ECCV.

[11]  Houshang Darabi,et al.  Multivariate LSTM-FCNs for Time Series Classification , 2018, Neural Networks.

[12]  Uichin Lee,et al.  Smartwatch Wearing Behavior Analysis , 2017, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

[13]  John M. Boyce,et al.  Electronic monitoring in combination with direct observation as a means to significantly improve hand hygiene compliance , 2017, American journal of infection control.

[14]  Marta Elena Losa-Iglesias,et al.  Footwear used by older people and a history of hyperkeratotic lesions on the foot , 2017, Medicine.

[15]  John A. Stankovic,et al.  MedRem: an interactive medication reminder and tracking system on wrist devices , 2016, 2016 IEEE Wireless Health (WH).

[16]  H. G. Garcell,et al.  Assessment of hand hygiene techniques using the World Health Organization's six steps. , 2016, Journal of infection and public health.

[17]  John A. Stankovic,et al.  Harmony: A Hand Wash Monitoring and Reminder System using Smart Watches , 2015, EAI Endorsed Trans. Ambient Syst..

[18]  Rebecca Schnall,et al.  Review and analysis of existing mobile phone applications for health care-associated infection prevention. , 2015, American journal of infection control.

[19]  Geoffrey E. Hinton,et al.  Deep Learning , 2015, Nature.

[20]  Ted Herman,et al.  Hand hygiene duration and technique recognition using wrist-worn sensors , 2015, IPSN.

[21]  Sarah Tschudin-Sutter,et al.  Compliance with the World Health Organization Hand Hygiene Technique: A Prospective Observational Study , 2015, Infection Control & Hospital Epidemiology.

[22]  Jimmy Ba,et al.  Adam: A Method for Stochastic Optimization , 2014, ICLR.

[23]  Mushfiqul Alam,et al.  Adaptive Data Filtering of Inertial Sensors with Variable Bandwidth , 2014, Sensors.

[24]  Peter Andras,et al.  On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution , 2013, ISWC '13.

[25]  Tamás Haidegger,et al.  A large-scale assessment of hand hygiene quality and the effectiveness of the “WHO 6-steps” , 2013, BMC Infectious Diseases.

[26]  Gerard Lacey,et al.  A vision-based system for automatic hand washing quality assessment , 2011, Machine Vision and Applications.

[27]  Angela Tavares Paes,et al.  Measuring Rates of Hand Hygiene Adherence in the Intensive Care Setting: A Comparative Study of Direct Observation, Product Usage, and Electronic Counting Devices , 2010, Infection Control & Hospital Epidemiology.

[28]  Jesse Hoey,et al.  Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process , 2010, Comput. Vis. Image Underst..

[29]  B. Allegranzi,et al.  Role of hand hygiene in healthcare-associated infection prevention. , 2009, The Journal of hospital infection.

[30]  R. Taylor,et al.  Electronic surveillance of wall-mounted soap and alcohol gel dispensers in an intensive care unit. , 2007, The Journal of hospital infection.

[31]  Gerard Lacey,et al.  Hand Hygiene Poses Recognition with RGB-D Videos , 2015 .

[32]  A. Aplogan,et al.  From the Centers for Disease Control and Prevention , 2015 .