scholarly journals Transporting an Artificial Intelligence Model to Predict Emergency Cesarean Delivery: Overcoming Challenges Posed by Interfacility Variation (Preprint)

2021 ◽  
Author(s):  
Joshua Guedalia ◽  
Michal Lipschuetz ◽  
Sarah M Cohen ◽  
Yishai Sompolinsky ◽  
Asnat Walfisch ◽  
...  

UNSTRUCTURED Research using artificial intelligence (AI) in medicine is expected to significantly influence the practice of medicine and the delivery of health care in the near future. However, for successful deployment, the results must be transported across health care facilities. We present a cross-facilities application of an AI model that predicts the need for an emergency caesarean during birth. The transported model showed benefit; however, there can be challenges associated with interfacility variation in reporting practices.

10.2196/28120 ◽  
2021 ◽  
Vol 23 (12) ◽  
pp. e28120
Author(s):  
Joshua Guedalia ◽  
Michal Lipschuetz ◽  
Sarah M Cohen ◽  
Yishai Sompolinsky ◽  
Asnat Walfisch ◽  
...  

Research using artificial intelligence (AI) in medicine is expected to significantly influence the practice of medicine and the delivery of health care in the near future. However, for successful deployment, the results must be transported across health care facilities. We present a cross-facilities application of an AI model that predicts the need for an emergency caesarean during birth. The transported model showed benefit; however, there can be challenges associated with interfacility variation in reporting practices.


2021 ◽  
Vol 3 ◽  
pp. 65-82
Author(s):  
Do Kyun David Kim ◽  
Gary Kreps ◽  
Rukhsana Ahmed

As humanoid robot technology, anthropomorphized by artificial intelligence (AI), has rapidly advanced to introduce more human-resembling automated robots that can communicate, interact, and work like humans, we have begun to expect active interactions with Humanoid AI Robots (HAIRs) in the near future. Coupled with the HAIR technology development, the COVID-19 pandemic triggered our interest in using health care robots with many substantial advantages that overcome critical human vulnerabilities against the strong infectious COVID-19 virus. Recognizing the tremendous potential for the active application of HAIRs, this article explores feasible ways to implement HAIRs in health care and patient services and suggests recommendations for strategically developing and diffusing autonomous HAIRs in health care facilities. While discussing the integration of HAIRs into health care, this article points out some important ethical concerns that should be addressed for implementing HAIRs for health care services.


2017 ◽  
Vol 23 (2) ◽  
Author(s):  
JAMIL AHMED KHAN ◽  
RAJINDER PAUL

Poonch district of Jammu and Kashmir is a reservoir of enormous natural resources including the wealth of medicinal plants. The present paper deals with 12 medicinal plant species belonging to 8 genera of angiosperms used on pneumonia in cattle such as cows, sheep, goats and buffaloes in different areas of Poonch district. Due to poverty and nonavailability of modern health care facilities, the indigenous people of the area partially or fully depend on surrounding medicinal plants to cure the different ailments of their cattles. Further research on modern scientific line is necessary to improve their efficacy, safety and validation of the traditional knowledge.


2017 ◽  
pp. 69-74
Author(s):  
Van Hung Nguyen ◽  
Van Thang Vo

Background: Accident injuries caused has been serious heatlth problem in developing coutries. Children is vulnerable group with accident injury beucase of lacking knowlegde and exposing with risk factors in eviromental household. The treatment outcome for accident injury of children usually has more serious than other groups. The aims of this study to describle some characteristics of first aid and the outcome of treatment for children accident in Buon Ma Thuot, Dak Lak provice in 2014. Methodology: A cross-sectional study was conducted total 2,273 household which was 4,505 children aged under 16 in 8 communes, Buon Ma Thuot city, Daklak province. Interview technique with structural questionnaire and household observation methods were used for data collection. Results: The propotion of first aid was 75.9%; not received any first aid (23.8%); mortality at accident place (0.3%). At the time accident: The highest personal involving first aid was pedestrians 54.1%; 25% of health staff, self- first aid was 14.5%. Two main of first aid methods were hemostasis and bandeged with 45.5%; 28% respectiviely. After first aid, there was 80% delivering to health care facilities. The transport methods were motocycle (91.8%), car (5.6%) and ambulance (0.4%). The rate of approach health care facilities around early 6 hours were 86.7%. The characteristics of damages: sub-damages (scratches, dislocations, sprains...) were 36.9 %, deep damages (fractures, open wounds) accounted for 44.6%. Inpatient treatment was 23.9%; 91.5% medical therapy, surgery of 8.2%. The outcome of treatment were good (97.2%), sequelae/disability 2.6%. Conclusion: First aid activities for children at time and properly right were demonstrated effectively for prevented seriously outcome. There should be an intervention program for children with the appropriate models to reduce accident injuries in children; improvement first aid to communities and health care worker. Key words: accident injury, first aid, capacity first care, children under 16 years old


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