Development of mHealth applications for pre-eclampsia triage

IEEE Journal of Biomedical and Health Informatics

Volumn 18, Issue 6, 2014, Pages 1857-1864

  Dunsmuir, Dustin T ^a   Payne, Beth A ^b   Cloete, Garth ^c   Petersen, Christian Leth ^a   Görges, Matthias ^a   Lim, Joanne ^a   Von Dadelszen, Peter ^b   Dumont, Guy A ^a   Ansermino, J Mark ^a  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^b UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^c STELLENBOSCH UNIVERSITY   (South Africa)

Author keywords

Decision support; Mobile health (mHealth) application; Oxygen saturation; Pre eclampsia; Predictive model; Risk score

Indexed keywords

DECISION SUPPORT SYSTEMS; ELECTRONIC DOCUMENT EXCHANGE; HEALTH RISKS; HOME HEALTH CARE; NONINVASIVE MEDICAL PROCEDURES; OXIMETERS; PREDICTIVE ANALYTICS;

DECISION SUPPORTS; MOBILE HEALTH (M-HEALTH); OXYGEN SATURATION; PRE-ECLAMPSIA; PREDICTIVE MODELING; RISK SCORE;

MHEALTH;

BLOOD PRESSURE; COMPUTER INTERFACE; DECISION SUPPORT SYSTEM; FEMALE; HUMAN; MEDICAL INFORMATICS; MOBILE PHONE; OXIMETRY; PRE-ECLAMPSIA; PREGNANCY; PROCEDURES; RISK ASSESSMENT; TELEMEDICINE;

BLOOD PRESSURE; CELL PHONES; DECISION SUPPORT SYSTEMS, CLINICAL; FEMALE; HUMANS; MEDICAL INFORMATICS APPLICATIONS; OXIMETRY; PRE-ECLAMPSIA; PREGNANCY; RISK ASSESSMENT; TELEMEDICINE; USER-COMPUTER INTERFACE;

EID: 84905685033     PISSN: 21682194     EISSN: 21682208     Source Type: Journal    
DOI: 10.1109/JBHI.2014.2301156     Document Type: Article

References (20)

1. R. Lozano, M. Naghavi, K. Foreman, S. Lim, K. Shibuya, V. Aboyans, J. Abraham, T. Adair, R. Aggarwal, S. Y. Ahn, M. A. AlMazroa, M. Alvarado, H. R. Anderson, L. M. Anderson, K. G. Andrews, C. Atkinson, L. M. Baddour, S. Barker-Collo, D. H. Bartels,M. L. Bell, E. J. Benjamin, D. Bennett, K. Bhalla, B. Bikbov, A. Bin Abdulhak, G. Birbeck, F. Blyth, I. Bolliger, S. Boufous, C. Bucello, M. Burch, P. Burney, J. Carapetis, H. Chen, D. Chou, S. S. Chugh, L. E. Coffeng, S. D. Colan, S. Colquhoun, K. E. Colson, J. Condon, M. D. Connor, L. T. Cooper, M. Corriere, M. Cortinovis,K.Courville deVaccaro,W. Couser,B.C.Cowie, M. H. Criqui, M. Cross, K. C. Dabhadkar, N. Dahodwala, D. De Leo, L. Degenhardt, A. Delossantos, J. Denenberg, D. C. Des Jarlais, S. D. Dharmaratne, E. R. Dorsey, T. Driscoll, H. Duber, B. Ebel, P. J. Erwin, P. Espindola, M. Ezzati, V. Feigin, A. D. Flaxman, M. H. Forouzanfar, F. G. R. Fowkes, R. Franklin, M. Fransen, M. K. Freeman, S. E. Gabriel, E. Gakidou, F. Gaspari, R. F. Gillum, D. Gonzalez-Medina, Y. A. Halasa, D. Haring, J. E. Harrison, R. Havmoeller, R. J. Hay, B. Hoen, P. J. Hotez, D. Hoy, K. H. Jacobsen, S. L. James, R. Jasrasaria, S. Jayaraman, N. Johns, G. Karthikeyan, N. Kassebaum, A. Keren, J. Khoo, L. M. Knowlton, O. Kobusingye,A.Koranteng, R. Krishnamurthi,M. Lipnick, S. E. Lipshultz, S. L. Ohno, J. Mabweijano, M. F. MacIntyre, L. Mallinger, L. March, G. B. Marks, R. Marks, A. Matsumori, R. Matzopoulos, B. M. Mayosi, J. H. McAnulty, M. M. McDermott, J. McGrath, Z. A. Memish, G. A. Mensah, T. R. Merriman, C. Michaud, M. Miller, T. R. Miller, C. Mock, A. O. Mocumbi, A. A. Mokdad, A. Moran, K. Mulholland, M. N. Nair, L. Naldi, K. M. V. Narayan, K. Nasseri, P. Norman, M. O'Donnell, S. B. Omer, K. Ortblad, R. Osborne, D. Ozgediz, B. Pahari, J. D. Pandian, A. P. Rivero, R. P. Padilla, F. Perez-Ruiz, N. Perico, D. Phillips, K. Pierce, C. A. Pope, E. Porrini, F. Pourmalek, M. Raju, D. Ranganathan, J. T. Rehm, D. B. Rein, G. Remuzzi, F. P. Rivara, T. Roberts, F. Rodriguez de León, L. C. Rosenfeld, L. Rushton, R. L. Sacco, J. A. Salomon, U. Sampson, E. Sanman, D. C. Schwebel, M. Segui-Gomez, D. S. Shepard, D. Singh, J. Singleton, K. Sliwa, E. Smith, A. Steer, J. A. Taylor, B. Thomas, I. M Tleyjeh, J. A. Towbin, T. Truelsen, E. A. Undurraga, N. Venketasubramanian, L. Vijayakumar, T. Vos, G. R. Wagner, M. Wang, W. Wang, K. Watt, M. A. Weinstock, R. Weintraub, J. D. Wilkinson, A. D. Woolf, S. Wulf, P. Yeh, P. Yip, A. Zabetian, Z. Zheng, A. D. Lopez, and C. J. L. Murray, "Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: A systematic analysis for the Global Burden of Disease Study 2010," The Lancet, vol. 380, no. 9859, pp. 2095-2128, 2012.
2. S. Thaddeus and D. Maine, "Too far to walk: Maternal mortality in context," Soc. Sci. Med., vol. 38, no. 8, pp. 1091-1110, 1994.
3. B. A. Payne, J. A. Hutcheon, J. M. Ansermino, D. R. Hall, Z. A. Bhutta, S. Z. Bhutta, C. Biryabarema, W. A. Grobman, H. Groen, F. Haniff, J. Li, L. A. Magee, M. Merialdi, A. Nakimuli, Z. Qu, R. Sikandar, N. Sass, D. Sawchuck, D. W. Steyn, M. Widmer, J. Zhou, and P. von Dadelszen, "A risk prediction model for the assessment and triage of women with hypertensive disorders of pregnancy in low-resourced settings: The miniPIERS (Pre-eclampsia Integrated Estimate of RiSk) multi-country prospective cohort study," PLoS Med., vol. 11, no. 1, e1001589, pp. 1-13, 2013.
4. W. Karlen, G. A. Dumont, C. Petersen, J. Gow, J. Lim, J. Sleiman, and J. M. Ansermino, "Human-centered phone oximeter interface design for the operating room," in Proc. Inter. Conf. Health Inform., Rome, Italy, 2011, pp. 433-438.
5. University of British Columbia. (2014) Community level interventions for pre-eclampsia (CLIP). [Online]. Available: http://clinicaltrials.gov/ct2/show/NCT01911494. NLM Identifier: NCT01911494
6. P. von Dadelszen, B. Payne, J. Li, J. M. Ansermino, F. B. Pipkin, A. M. Côté, M. J. Douglas, A. Gruslin, J. A. Hutcheon, K. S. Joseph, P. M. Kyle, T. Lee, P. Loughna, J. M. Menzies, M. Merialdi, A. L. Millman, M. P. Moore, J. M. Moutquin, A. B. Ouellet, G. N. Smith, J. J. Walker, K. R. Walley, B. N. Walters, M. Widmer, S. K. Lee, J. A. Russell, and L. A. Magee, "Prediction of adverse maternal outcomes in pre-eclampsia: Development and validation of the fullPIERS model," The Lancet, vol. 377, no. 9761, pp. 219-227, 2011.
7. D. Dunsmuir, C. Petersen, W. Karlen, J. Lim, G. Dumont, and J. M. Ansermino, "The phone oximeter for mobile spot-check," Anesth. Analg., vol. 115, S2 Suppl., Abstract 21, p. 26, 2012.
8. C. L. Petersen, M. Görges, D. Dunsmuir, J. M. Ansermino, and G. A. Dumont, "Experience report: Functional programming of mHealth applications," presented at the 18th ACM SIGPLAN Int. Conf. Functional Program., Boston, MA, USA, 2013, pp. 357-362.
9. E. Yonazi, T. Kelly, N. Halewood, and C. Blackman. (2012, Dec.). eTransform Africa: The transformational use of information and communication technologies in Africa; the executive summary and overview. [Online]. Available: http://go.worldbank.org/CXS4GFJDE0
10. J. A. Blaya, T. Cohen, P. Rodriguez, J. Kim, and H. S. Fraser, "Personal digital assistants to collect tuberculosis bacteriology data in Peru reduce delays, errors, and workload, and are acceptable to users: Cluster randomized controlled trial," Int. J. Infect. Dis., vol. 13, no. 3, pp. 410-418, 2009.
11. K. Thriemer, B. Ley, S. M. Ame, M. K. Puri, R. Hashim, N. Y. Chang, L. A. Salim, R. L. Ochiai, T. F.Wierzba, J. D. Clemens, L. von Seidlein, J. L. Deen, S. M. Ali, and M. Ali, "Replacing paper data collection forms with electronic data entry in the field: Findings from a study of communityacquired bloodstream infections in Pemba, Zanzibar," BMC Res. Notes, vol. 5, no. 113, pp. 1-7, 2012.
12. P. Byass, S. Hounton, M. Ouédraogo, H. Somé, I. Diallo, E. Fottrell, A. Emmelin, and N. Meda, "Direct data capture using hand-held computers in rural Burkina Faso: Experiences, benefits and lessons learnt," Trop. Med. Int. Health, vol. 13, Suppl. 1, pp. 25-30, 2008.
13. A. L. Millman, B. Payne, Z. Qu, M. J. Douglas, J. A. Hutcheon, T. Lee, L. A. Magee, K. R. Walley, and P. von Dadelszen, "Oxygen saturation as a predictor of adverse maternal outcomes in women with preeclampsia," J. Obstet. Gynaecol. Can., vol. 33, no. 7, pp. 705-714, 2011.
14. B. Payne,D.Dunsmuir,G. Cloete, G. A. Dumont,D.Hall, J. A. Hutcheon, J. Lim, R. Sikandar, R. Qureshi, E. van Papendorp, M. Ansermino, and P. von Dadelszen, "Re-calibration and improvement of a mobile health decision aid for women with hypertensive disorders of pregnancy in low-resourced settings," presented at the 2013 mHealth Summit, Washington, DC, Dec. 2013.
15. J. R. Lewis, S. C. Henry, and R. L. Mack, "Integrated office software benchmarks: A case study," presented at Conf. Human-Comput. Interaction, Cambridge, U.K., 1990, pp. 337-343.
16. B. Schneier, "Description of a newvariable-length key, 64-bit block cipher (Blowfish)," Lect. Notes Comp. Sci. Fast Software Encryption, vol. 809, pp. 191-204, 1993.
17. T. Nie and T. Zhang, "Astudy of DES and Blowfish encryption algorithm," presented at TENCON, Singapore, 2009, pp. 1-4. [Online]. Available: http://dx.doi.org/10.1109/TENCON.2009.5396115
18. P. A. Harris, R. Taylor, R. Thielke, J. Payne, N. Gonzalez, and J. G. Conde, "Research electronic data capture (REDCap) - A metadata-driven methodology and workflow process for providing translational research informatics support," J. Biomed. Inform., vol. 42, no. 2, pp. 377-381, 2009.
19. Information Technology - Open Systems Interconnection - Procedures for the Operation of OSI Registration Authorities: Generation and Registration of Universally Unique Identifiers (UUIDs) and Their Use as ASN.1 Object Identifier Components, ISO/IEC Standard 9834-8:2008, Sep. 17, 2012.
20. C. L. Petersen, H. Gan, M. J. MacInnis, G. A. Dumont, and J. M. Ansermino, "Ultra-low-cost clinical pulse oximetry," presented at IEEE Eng. Med. Biol. Soc. Conf., Osaka, Japan, 2013, pp. 2874-2877. [Online]. Available: http://dx.doi.org/10.1109/EMBC.2013.6610140