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Telehealth and remote health monitoring have become increasingly important during the SARS-CoV-2 pandemic and it is widely expected that this will have a lasting impact on healthcare practices.
Respiratory sinus arrhythmia: autonomic origins, physiological mechanisms, and psychophysiological implications
Gary G Berntson, John T Cacioppo, and Karen S Quigley · 1993
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Heart rate measurement based on a time-lapse image
Chihiro Takano and Yuji Ohta · 2007
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Remote plethysmographic imaging using ambient light
Wim Verkruysse, Lars O Svaasand, and J Stuart Nelson · 2008
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Non-contact, automated cardiac pulse measurements using video imaging and blind source separation
Ming-Zher Poh, Daniel J McDuff, and Rosalind W Picard · 2010
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Advancements in noncontact, multiparameter physiological measurements using a webcam
Ming-Zher Poh, Daniel J McDuff, and Rosalind W Picard · 2010
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Adadelta: an adaptive learning rate method
Matthew D Zeiler · 2012
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Robust pulse rate from chrominance-based rppg
Gerard De Haan and Vincent Jeanne · 2013
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Non-contact video-based vital sign monitoring using ambient light and auto-regressive models
L Tarassenko, M Villarroel, A Guazzi, J Jorge, DA Clifton, and C Pugh · 2014
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Remote detection of photoplethysmographic systolic and diastolic peaks using a digital camera
Daniel McDuff, Sarah Gontarek, and Rosalind W Picard · 2014
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Recovering pulse rate during motion artifact with a multi-imager array for non-contact imaging photoplethysmography
Justin R Estepp, Ethan B Blackford, and Christopher M Meier · 2014
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Exploiting spatial redundancy of image sensor for motion robust rppg
Wenjin Wang, Sander Stuijk, and Gerard De Haan · 2014
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Non-contact measurement of oxygen saturation with an rgb camera
Alessandro R Guazzi, Mauricio Villarroel, Joao Jorge, Jonathan Daly, Matthew C Frise, Peter A Robbins, and Lionel Tarassenko · 2015
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Diagnostic performance of a smartphone-based photoplethysmographic application for atrial fibrillation screening in a primary care setting
Pak-Hei Chan, Chun-Ka Wong, Yukkee C Poh, Louise Pun, Wangie Wan-Chiu Leung, Yu-Fai Wong, Michelle Man-Ying Wong, Ming-Zher Poh, Daniel Wai-Sing Chu, and Chung-Wah Siu · 2016
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Algorithmic principles of remote ppg
Wenjin Wang, Albertus C den Brinker, Sander Stuijk, and Gerard de Haan · 2016
Cited alongside, same era.
Multimodal spontaneous emotion corpus for human behavior analysis
Zheng Zhang, Jeff M Girard, Yue Wu, Xing Zhang, Peng Liu, Umur Ciftci, Shaun Canavan, Michael Reale, Andy Horowitz, Huiyuan Yang, et al · 2016
Cited alongside, same era.
Deepphys: Video-based physiological measurement using convolutional attention networks
Weixuan Chen and Daniel McDuff · 2018
Cited alongside, same era.
Visual heart rate estimation with convolutional neural network
Radim Špetlík, Vojtech Franc, and Jirí Matas · 2018
Cited alongside, same era.
Deepmag: Source specific motion magnification using gradient ascent
Weixuan Chen and Daniel McDuff · 2018
Cited alongside, same era.
Relay: A new ir for machine learning frameworks
Telehealth for global emergencies: Implications for coronavirus disease 2019 (COVID-19)
Anthony C Smith, Emma Thomas, Centaine L Snoswell, Helen Haydon, Ateev Mehrotra, Jane Clemensen, and Liam J Caffery · 2020
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Embracing telemedicine into your otolaryngology practice amid the COVID-19 crisis: An invited commentary
Kim Pollock, Michael Setzen, and Peter F Svider · 2020
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Pathological findings of COVID-19 associated with acute respiratory distress syndrome
Zhe Xu, Lei Shi, Yijin Wang, Jiyuan Zhang, Lei Huang, Chao Zhang, Shuhong Liu, Peng Zhao, Hongxia Liu, Li Zhu, et al · 2020
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COVID-19 and the cardiovascular system
Ying-Ying Zheng, Yi-Tong Ma, Jin-Ying Zhang, and Xiang Xie · 2020
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Cuffless single-site photoplethysmography for blood pressure monitoring
Manish Hosanee, Gabriel Chan, Kaylie Welykholowa, Rachel Cooper, Panayiotis A Kyriacou, Dingchang Zheng, John Allen, Derek Abbott, Carlo Menon, Nigel H Lovell, et al · 2020
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Jared Roesch, Steven Lyubomirsky, Logan Weber, Josh Pollock, Marisa Kirisame, Tianqi Chen, and Zachary Tatlock · 2018
Cited alongside, same era.
Non-contact physiological monitoring of preterm infants in the neonatal intensive care unit
Mauricio Villarroel, Sitthichok Chaichulee, João Jorge, Sara Davis, Gabrielle Green, Carlos Arteta, Andrew Zisserman, Kenny McCormick, Peter Watkinson, and Lionel Tarassenko · 2019
Cited alongside, same era.
Remote photoplethysmograph signal measurement from facial videos using spatio-temporal networks
Zitong Yu, Xiaobai Li, and Guoying Zhao · 2019
Cited alongside, same era.
Vitamon: measuring heart rate variability using smartphone front camera
Sinh Huynh, Rajesh Krishna Balan, JeongGil Ko, and Youngki Lee · 2019
Cited alongside, same era.
Tsm: Temporal shift module for efficient video understanding
Ji Lin, Chuang Gan, and Song Han · 2019
Cited alongside, same era.
Reasoning about human-object interactions through dual attention networks
Tete Xiao, Quanfu Fan, Dan Gutfreund, Mathew Monfort, Aude Oliva, and Bolei Zhou · 2019
Cited alongside, same era.
The role of telemedicine during the COVID-19 epidemic in china—experience from shandong province, 2020
Xuan Song, Xinyan Liu, and Chunting Wang · 2020
Cited alongside, same era.
Heart rate estimation from facial videos using a spatiotemporal representation with convolutional neural networks
Rencheng Song, Senle Zhang, Chang Li, Yunfei Zhang, Juan Cheng, and Xun Chen · 2020
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Leveraging data science to combat COVID-19: A comprehensive review
Siddique Latif, Muhammad Usman, Sanaullah Manzoor, Waleed Iqbal, Junaid Qadir, Gareth Tyson, Ignacio Castro, Adeel Razi, Maged N Kamel Boulos, Adrian Weller, et al · 2020
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A deep learning algorithm using CT images to screen for corona virus disease (COVID-19)
Shuai Wang, Bo Kang, Jinlu Ma, Xianjun Zeng, Mingming Xiao, Jia Guo, Mengjiao Cai, Jingyi Yang, Yaodong Li, Xiangfei Meng, et al · 2020
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Deep learning system to screen coronavirus disease 2019 pneumonia
Charmaine Butt, Jagpal Gill, David Chun, and Benson A Babu · 2020
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Flusense: A contactless syndromic surveillance platform for influenza-like illness in hospital waiting areas
Forsad Al Hossain, Andrew A Lover, George A Corey, Nicholas G Reich, and Tauhidur Rahman · 2020
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Ai4COVID-19: Ai enabled preliminary diagnosis for COVID-19 from cough samples via an app
Ali Imran, Iryna Posokhova, Haneya N Qureshi, Usama Masood, Sajid Riaz, Kamran Ali, Charles N John, and Muhammad Nabeel · 2020
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Coronavirus effects on pregnant women in the world
Naushad Khan, Anees Muhammad, Mahnoor Naushad, and Angila Robin · 2020
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