Development of mHealth applications for pre-eclampsia triage

The development of mobile applications for the diagnosis and management of pregnant women with pre-eclampsia is described. These applications are designed for use by community-based health care providers (c-HCPs) in health facilities and during home visits to collect symptoms and perform clinical measurements (including pulse oximeter readings). The clinical data collected in women with pre-eclampsia are used as the inputs to a predictive model providing a risk score for the development of adverse outcomes. Based on this risk, the applications provide recommendations on treatment, referral, and reassessment. c-HCPs can access patient records across multiple visits, using multiple devices that are synchronized using a secure Research Electronic Data Capture server. A unique feature of these applications is the ability to measure oxygen saturation with a pulse oximeter connected to a smartphone (Phone Oximeter). The mobile health application development process, including challenges encountered and solutions are described.

Similar articles

Ganapathy R, Grewal A, Castleman JS. Ganapathy R, et al. Pregnancy Hypertens. 2016 Oct;6(4):263-265. doi: 10.1016/j.preghy.2016.04.005. Epub 2016 Apr 26. Pregnancy Hypertens. 2016. PMID: 27939464

Hudson J, Nguku SM, Sleiman J, Karlen W, Dumont GA, Petersen CL, Warriner CB, Ansermino JM. Hudson J, et al. Anaesthesia. 2012 Sep;67(9):957-67. doi: 10.1111/j.1365-2044.2012.07196.x. Anaesthesia. 2012. PMID: 22861503

von Dadelszen P, Magee LA, Payne BA, Dunsmuir DT, Drebit S, Dumont GA, Miller S, Norman J, Pyne-Mercier L, Shennan AH, Donnay F, Bhutta ZA, Ansermino JM. von Dadelszen P, et al. Int J Gynaecol Obstet. 2015 Oct;131 Suppl 1:S10-5. doi: 10.1016/j.ijgo.2015.02.008. Epub 2015 Feb 25. Int J Gynaecol Obstet. 2015. PMID: 26433496

Güler NF, Ubeyli ED. Güler NF, et al. J Med Syst. 2002 Jun;26(3):199-220. doi: 10.1023/a:1015010316958. J Med Syst. 2002. PMID: 12018607 Review.

Firoz T, Sanghvi H, Merialdi M, von Dadelszen P. Firoz T, et al. Best Pract Res Clin Obstet Gynaecol. 2011 Aug;25(4):537-48. doi: 10.1016/j.bpobgyn.2011.04.002. Epub 2011 May 17. Best Pract Res Clin Obstet Gynaecol. 2011. PMID: 21592865 Review.

Cited by

Ahmer H, Farooqui K, Jivani K, Adamjee R, Hoodbhoy Z. Ahmer H, et al. PLOS Digit Health. 2024 Jan 29;3(1):e0000434. doi: 10.1371/journal.pdig.0000434. eCollection 2024 Jan. PLOS Digit Health. 2024. PMID: 38285637 Free PMC article.

Choudhury A, Shahsavar Y, Sarkar K, Choudhury MM, Nimbarte AD. Choudhury A, et al. Nutrients. 2023 Aug 24;15(17):3699. doi: 10.3390/nu15173699. Nutrients. 2023. PMID: 37686731 Free PMC article.

Mahyari A, Pirolli P, LeBlanc JA. Mahyari A, et al. IEEE J Biomed Health Inform. 2022 Aug;26(8):4281-4290. doi: 10.1109/JBHI.2022.3167314. Epub 2022 Aug 11. IEEE J Biomed Health Inform. 2022. PMID: 35417361 Free PMC article.

Shahil Feroz A, Afzal N, Seto E. Shahil Feroz A, et al. BMJ Open. 2022 Feb 8;12(2):e056130. doi: 10.1136/bmjopen-2021-056130. BMJ Open. 2022. PMID: 35135777 Free PMC article. Review.

Tummers J, Tobi H, Catal C, Tekinerdogan B. Tummers J, et al. BMC Med Inform Decis Mak. 2021 Jul 8;21(1):210. doi: 10.1186/s12911-021-01570-2. BMC Med Inform Decis Mak. 2021. PMID: 34238281 Free PMC article.