Explainable Early Prediction of Gestational Diabetes Biomarkers by Combining Medical Background and Wearable Devices: A Pilot Study With a Cohort Group in South Africa-Reference-Cited by-同舟云学术

Explainable Early Prediction of Gestational Diabetes Biomarkers by Combining Medical Background and Wearable Devices: A Pilot Study With a Cohort Group in South Africa

Published:2024-04 Issue:4 Volume:28 Page:1860-1871
ISSN:2168-2194
Container-title:IEEE Journal of Biomedical and Health Informatics
language:
Short-container-title:IEEE J. Biomed. Health Inform.

Author:

Kolozali Şefki¹^ORCID,White Sara L.²^ORCID,Norris Shane³^ORCID,Fasli Maria⁴^ORCID,van Heerden Alastair⁵^ORCID

Affiliation:

1. Lecturer in Embedded and Intelligent Systems, University of Essex, Colchester, U.K.

2. Clinical Senior Lecturer at King's College London, London, U.K.

3. Department of Paediatrics, University of the Witwatersrand Johannesburg, Johannesburg, South Africa

4. University of Essex, Colchester, U.K.

5. Human and Social Development Programme at the Human Sciences Research Council (HSRC), University of the Witwatersrand Johannesburg, Johannesburg, South Africa

Funder

Business and Local Government Data Research Centre

Economic and Social Research Council

Medical Research Council

Global Challenges Research Fund

DSI-NRF Centre of Excellence in Human Development, University of the Witwatersrand, Johannesburg

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/6221020/10491283/10432926.pdf?arnumber=10432926

Reference50 articles.

1. Impact of adopting the 2013 World Health Organization criteria for diagnosis of gestational diabetes in a multi-ethnic Asian cohort: a prospective study

2. Risk factors for gestational diabetes mellitus: Implications for the application of screening guidelines

3. Mediterranean-style diet in pregnant women with metabolic risk factors (ESTEEM): A pragmatic multicentre randomised trial

4. Acceptability and adherence to a Mediterranean diet in the postnatal period to prevent type 2 diabetes in women with gestational diabetes in the UK: a protocol for a single-arm feasibility study (MERIT)

5. Effect of simple, targeted diet in pregnant women with metabolic risk factors on maternal and fetal outcomes (ESTEEM): Study protocol for a pragmatic multicentre randomised trial;Bassel;Brit. Med. J.,2016

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