Using Digital Pens for Maternal Labor Monitoring: Evaluating the PartoPen in Kenya

Author(s):  
Heather Underwood ◽  
John Ong’ech ◽  
Maya Appley ◽  
Sara Rosenblum ◽  
Addie Crawley ◽  
...  
Keyword(s):  
AI Magazine ◽  
2012 ◽  
Vol 33 (2) ◽  
pp. 79 ◽  
Author(s):  
Philip A. Warrick ◽  
Emily F. Hamilton ◽  
Robert E. Kearney ◽  
Doina Precup

Labor monitoring is crucial in modern health care, as it can be used to detect (and help avoid) significant problems with the fetus. In this article we focus on detecting hypoxia (or oxygen deprivation), a very serious condition that can arise from different pathologies and can lead to life-long disability and death. We present a novel approach to hypoxia detection based on recordings of the uterine pressure and fetal heart rate, which are obtained using standard labor monitoring devices. The key idea is to learn models of the fetal response to signals from its environment. Then, we use the parameters of these models as attributes in a binary classification problem. A running count of pathological classifications over several time periods is taken to provide the current label for the fetus. We use a unique database of real clinical recordings, both from normal and pathological cases. Our approach classifies correctly more than half the pathological cases, 1.5 hours before delivery. These are cases that were missed by clinicians; early detection of this type would have allowed the physician to perform a Caesarean section, possibly avoiding the negative outcome.


2017 ◽  
Vol 139 ◽  
pp. 17-26 ◽  
Author(s):  
Fan Yang ◽  
Meghan A. Bohren ◽  
David Kyaddondo ◽  
Musibau A. Titiloye ◽  
Akinpelu O. Olutayo ◽  
...  

2021 ◽  
Vol 14 (1) ◽  
pp. 16
Author(s):  
Laura Uusiku ◽  
Sindiwe James ◽  
Israel Sonti ◽  
Olivia Tuhadeleni

Although, at the time of this study, the cardiotocograph machine was the acceptable monitoring tool to be used intrapartum, its appropriate use was a matter of concern for midwives globally. This article reports the findings of a qualitative study which investigated the perceptions of midwives, who were working in a labor ward in a public referral hospital in Namibia, regarding the use of the cardiotocograph machine. The objectives of the study included: to explore and describe the perceptions of midwives working in a labor ward in Namibia regarding the use of the cardiotocograph machine as a labor monitoring tool; and to explore and describe how midwives working in a labor ward in Namibia perceived informing women who were in labor about the use of the cardiotocograph machine as a labor monitoring tool. The study site was a public referral hospital which offered services to the five northern regions of Namibia. The requisite data was collected using semi-structured, one-on-one interviews which were conducted with seventeen (17) purposively selected participants. The interviews were recorded on an audio device. The spiral method of data analysis was adopted. The study findings revealed that the participants had varying perceptions on the use of the cardiotocograph machine intrapartum and, as such, perceived its use as a challenge. It was concluded that midwives need to be empowered via refresher courses with regard to the use of cardiotocograph machine to ensure optimum results.


2003 ◽  
Vol 60 (1) ◽  
pp. 5-9 ◽  
Author(s):  
Alberio

Coumarin-Derivate finden heute eine breite klinische Anwendung und sollten deswegen zur Gruppe der «vertrauten» Medikamente gehören. In der vorliegenden Übersichtsarbeit werden verschiedene Aspekte der Behandlung mit Vitamin K-Antagonisten beleuchtet: die Bedeutung von Vitamin K für die Synthese von funktionsfähigen Gerinnungsfaktoren, klinisch relevante pharmakokinetische Aspekte der Coumarin-Derivate, die Einleitung und die Überwachung der Therapie mit Vitamin K-Antagonisten, mit besonderem Gewicht auf dem Labor-Monitoring, sowie die häufigste Nebenwirkung, die Blutung.


2019 ◽  
Vol 40 (8) ◽  
pp. 085003 ◽  
Author(s):  
Carlos Benalcazar-Parra ◽  
Javier Garcia-Casado ◽  
Yiyao Ye-Lin ◽  
Jose Alberola-Rubio ◽  
Ángel Lopez ◽  
...  

2013 ◽  
Vol 42 (6) ◽  
pp. 722-723 ◽  
Author(s):  
E. G. Simon ◽  
C. J. Arthuis ◽  
F. Perrotin
Keyword(s):  

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