A neonatal dataset and benchmark for non-contact neonatal heart rate monitoring based on spatio-temporal neural networks

2021 ◽  
Vol 106 ◽  
pp. 104447
Author(s):  
Bin Huang ◽  
Weihai Chen ◽  
Chun-Liang Lin ◽  
Chia-Feng Juang ◽  
Yuanping Xing ◽  
...  
2020 ◽  
Vol 110 (1) ◽  
pp. 72-78 ◽  
Author(s):  
Caroline Henry ◽  
Lara Shipley ◽  
Carole Ward ◽  
Siavash Mirahmadi ◽  
Chong Liu ◽  
...  

2020 ◽  
Vol 6 (4) ◽  
pp. 143-150
Author(s):  
Oana Anton ◽  
Ramon Fernandez ◽  
Elizabeth Rendon-Morales ◽  
Rodrigo Aviles-Espinosa ◽  
Christina J Jones ◽  
...  

BackgroundDetecting neonatal heart rate rapidly and accurately at birth is essential if resuscitation is required. The Neo-Sense prototype provides a quick, non-invasive method to measure neonatal heart rate at birth based on electric potential sensing technology. The study aimed to inform the prototype design process by exploring the required features and usability of this novel device among healthcare professionals.MethodsFace-to-face, semistructured interviews were conducted with healthcare professionals involved in the immediate care of babies at birth: paediatricians, midwives and neonatal nurses. Interviews were audio-recorded and subsequently transcribed verbatim. Two independent researchers coded and extracted the emerging categories and performed a thematic content analysis.ResultsIn total, 21 participants were interviewed, 7 from each professional group. Participants expressed a positive attitude towards the novel prototype. The three main themes extracted were anticipated limitations, advantages and suggestions for development and usage. Participants preferred a device that is easy to use and attach, one which is positioned in a mattress or pad, maintaining also the option of being mobile. Education was considered to have a key role in addressing staff anxiety. The ideal features most frequently mentioned were speed of assessment, reliability and accuracy.ConclusionsThe study enabled a better understanding of the perceived barriers and facilitators to developing a new heart rate monitoring device. The development of a quick and accurate device would have immense implications for clinical practice and the potential to improve neonatal mortality and morbidity.


2010 ◽  
Vol 95 (Supplement 1) ◽  
pp. Fa91-Fa92
Author(s):  
N. Russell ◽  
M. Higgins ◽  
B. Kinsley ◽  
M. Foley ◽  
F. McAuliffe

2012 ◽  
Vol 6 (1) ◽  
Author(s):  
Creighton R Petty ◽  
Lauren L Smith ◽  
Geoff R Russel ◽  
Brian G Rayburn ◽  
Harshad C Sanghvi ◽  
...  

1991 ◽  
Vol 24 (6) ◽  
pp. 413-429 ◽  
Author(s):  
Philip Sanford Zeskind ◽  
Dennis M. Goff ◽  
Timothy Ray Marshall

Neonatology ◽  
2009 ◽  
Vol 95 (1) ◽  
pp. 41-46 ◽  
Author(s):  
Amir Weissman ◽  
Elad Berkowitz ◽  
Tatiana Smolkin ◽  
Shraga Blazer

1993 ◽  
Vol 32 (1) ◽  
pp. 49-61 ◽  
Author(s):  
Phillip S. Buckner ◽  
J.Michael Maidens ◽  
Neil N. Finer

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