Commercial smartphone-based devices and smart applications for personalized healthcare monitoring and management

Diagnostics

Volumn 4, Issue 3, 2014, Pages 104-128

  Vashist, Sandeep Kumar ^a,b   Marion Schneider, E ^c   Luong, John H T ^d  

^a HSG IMIT Institut für Mikro und Informationstechnik   (Germany)

^b UNIVERSITY OF FREIBURG   (Germany)

^c UNIVERSITY HOSPITAL ULM   (Germany)

^d UNIVERSITY COLLEGE CORK   (Ireland)

Author keywords

Devices; Mobile healthcare; Personalized healthcare; Smart applications; Smartphone

Indexed keywords

GLUCOSE;

ANALYTICAL PARAMETERS; BLOOD GLUCOSE SATURATION; BLOOD PRESSURE MEASUREMENT; BLUETOOTH TECHNOLOGY; BODY WEIGHT; CLOUD COMPUTING; COMPUTER PROGRAM; COST CONTROL; COST EFFECTIVENESS ANALYSIS; DEVELOPING COUNTRY; DOCTOR PATIENT RELATION; ELECTROCARDIOGRAPHY; GLUCOSE BLOOD LEVEL; HEALTH CARE ACCESS; HEALTH SERVICE; HUMAN; INFORMATION PROCESSING; MEDICAL SOCIETY; MOBILE APPLICATION; MOBILE PHONE; PERSONALIZED HEALTHCARE MANAGEMENT; PERSONALIZED HEALTHCARE MONITORING; PHYSICAL ACTIVITY; PULSE RATE; REMOTE SENSING; REVIEW; SMARTPHONE BASED DEVICES AND APPLICATION; TELECOMMUNICATION; TELEMEDICINE;

EID: 84918522966     PISSN: None     EISSN: 20754418     Source Type: Journal    
DOI: 10.3390/diagnostics4030104     Document Type: Review

References (101)

1. Ozcan, A. Mobile phones democratize and cultivate next-generation imaging, diagnostics and measurement tools. Lab Chip 2014, 14, 3187-3194.
2. Measuring the Information Society Report by International Telecommunication Union. Available online: http://www.itu.int/dms_pub/itu-d/opb/ind/D-IND-ICTOI-2012-SUM-PDF-E.pdf (accessed on 22 July 2014).
3. Portfolio Research Mobile Factbook 2013. Available online: http://www.portioresearch.com/media/ 3986/Portio%20Research%20Mobile%20Factbook%202013.pdf (accessed on 22 July 2014).
4. Vashist, S.K.; Mudanyali, O.; Schneider, E.M.; Zengerle, R.; Ozcan, A. Cellphone-based devices for bioanalytical sciences. Anal. Bioanal. Chem. 2014, 406, 3263-3277.
5. Lu, Y.; Shi, W.; Qin, J.; Lin, B. Low cost, portable detection of gold nanoparticle-labeled microfluidic immunoassay with camera cell phone. Electrophoresis 2009, 30, 579-582.
6. Coskun, A.F.; Wong, J.; Khodadadi, D.; Nagi, R.; Tey, A.; Ozcan, A. A personalized food allergen testing platform on a cellphone. Lab Chip 2013, 13, 636-640.
7. Zhu, H.; Sikora, U.; Ozcan, A. Quantum dot enabled detection of Escherichia coli using a cell-phone. Analyst 2012, 137, 2541-2544.
8. NFC Immunoassays. Available online: http://gentag.com/environmental-genomics/#disposable (accessed on 22 July 2014).
9. McGeough, C.M.; O'Driscoll, S. Camera phone-based quantitative analysis of C-reactive protein ELISA. IEEE Trans. Biomed. Circ. Syst. 2013, 7, 655-659.
10. You, D.J.; Park, T.S.; Yoon, J.Y. Cell-phone-based measurement of TSH using Mie scatter optimized lateral flow assays. Biosens. Bioelectron. 2013, 40, 180-185.
11. Mudanyali, O.; Dimitrov, S.; Sikora, U.; Padmanabhan, S.; Navruz, I.; Ozcan, A. Integrated rapid-diagnostic-test reader platform on a cellphone. Lab Chip 2012, 12, 2678-2686.
12. Mobile Diagnostic Rapid Test Reader. Available online: http://mobileassay.com/products/ mobile-assay-reader (accessed on 22 July 2014).
13. Cooper, D.C.; Callahan, B.; Callahan, P.; Burnett, L. Mobile image ratiometry: A new method for instantaneous analysis of rapid test strips. Nat. Preced. 2012, doi:10.1038/npre.2012.6827.1.
14. Cadle, B.A.; Rasmus, K.C.; Varela, J.A.; Leverich, L.S.; O'Neill, C.E.; Bachtell, R.K.; Cooper, D.C. Cellular phone-based image acquisition and quantitative ratiometric method for detecting cocaine and benzoylecgonine for biological and forensic applications. Subst. Abus. Res. Treatment 2010, 4, 21.
15. Cooper, D.C. Mobile image ratiometry for the detection of Botrytis cinerea (Gray Mold). Nat. Preced. 2012, doi:10.1038/npre.2012.6989.1.
16. Lillehoj, P.B.; Huang, M.C.; Truong, N.; Ho, C.M. Rapid electrochemical detection on a mobile phone. Lab Chip 2013, 13, 2950-2955.
17. Wireless Smart Gluco-Monitoring System. Available online: http://www.ihealthlabs.com/ glucometer/wireless-smart-gluco-monitoring-system/ (accessed on 22 July 2014).
18. Geiger, G.E.; Oberding, J.W.; Ward, R.N.; White, K.D. Blood Glucose Meter/Modem Interface Arrangement. U.S. Patent 7,181,350, 20 February 2007.
19. Peeters, J.P. Diagnostic Radio Frequency Identification Sensors and Applications Thereof. U.S. Patent 8,077,042, 13 December 2011.
20. Preechaburana, P.; Gonzalez, M.C.; Suska, A.; Filippini, D. Surface plasmon resonance chemical sensing on cell phones. Angew. Chem. 2012, 51, 11585-11588.
21. Mudanyali, O.; Tseng, D.; Oh, C.; Isikman, S.O.; Sencan, I.; Bishara, W.; Oztoprak, C.; Seo, S.; Khademhosseini, B.; Ozcan, A. Compact, light-weight and cost-effective microscope based on lensless incoherent holography for telemedicine applications. Lab Chip 2010, 10, 1417-1428.
22. Bishara, W.; Sikora, U.; Mudanyali, O.; Su, T.W.; Yaglidere, O.; Luckhart, S.; Ozcan, A. Holographic pixel super-resolution in portable lensless on-chip microscopy using a fiber-optic array. Lab Chip 2011, 11, 1276-1279.
23. Zhu, H.; Yaglidere, O.; Su, T.W.; Tseng, D.; Ozcan, A. Cost-effective and compact wide-field fluorescent imaging on a cell-phone. Lab Chip 2011, 11, 315-322.
24. Smith, Z.J.; Chu, K.; Espenson, A.R.; Rahimzadeh, M.; Gryshuk, A.; Molinaro, M.; Dwyre, D.M.; Lane, S.; Matthews, D.; Wachsmann-Hogiu, S. Cell-phone-based platform for biomedical device development and education applications. PLoS One 2011, 6, e17150.
25. Breslauer, D.N.; Maamari, R.N.; Switz, N.A.; Lam, W.A.; Fletcher, D.A. Mobile phone based clinical microscopy for global health applications. PLoS One 2009, 4, e6320.
26. Zhu, H.; Mavandadi, S.; Coskun, A.F.; Yaglidere, O.; Ozcan, A. Optofluidic fluorescent imaging cytometry on a cell phone. Anal. Chem. 2011, 83, 6641-6647.
27. Zhu, H.; Sencan, I.; Wong, J.; Dimitrov, S.; Tseng, D.; Nagashima, K.; Ozcan, A. Cost-effective and rapid blood analysis on a cell-phone. Lab Chip 2013, 13, 1282-1288.
28. Shen, L.; Hagen, J.A.; Papautsky, I. Point-of-care colorimetric detection with a smartphone. Lab Chip 2012, 12, 4240-4243.
29. iHealth Lab, Inc. Home Page. Available online: http://www.ihealthlabs.com/ (accessed on 22 July 2014).
30. AliveCor, Inc. Home Page. Available online: http://www.alivecor.com/home (accessed on 22 July 2014).
31. GENTAG, Inc. Home Page. Available online: http://gentag.com/ (accessed on 22 July 2014).
32. Mobile Assay, Inc. Home Page. Available online: http://mobileassay.com/ (accessed on 22 July 2014).
33. CellScope Home Page. Available online: https://cellscope.com/ (accessed on 22 July 2014).
34. Holomic LLC Home Page. Available online: http://holomic.com/ (accessed on 22 Jul., 2014).
35. Runtastic GmbH Home Page. Available online: https://www.runtastic.com/ (accessed on 22 July 2014).
36. Nonin Medical, Inc. Home Page. Available online: http://www.nonin.com/PulseOximetry/Finger/ Onyx9560 (accessed on 22 July 2014).
37. GluCoMo Home Page. Available online: http://www.glucomo.com/site/en/ (accessed on 22 July 2014).
38. Artificial Life, Inc. Home Page. Available online: http://www.artificial-life.com/en/intellectual/ healthcare (accessed on 22 July 2014).
39. Benhamou, P.Y.; Melki, V.; Boizel, R.; Perreal, F.; Quesada, J.L.; Bessieres-Lacombe, S.; Bosson, J.L.; Halimi, S.; Hanaire, H. One-year efficacy and safety of Web-based follow-up using cellular phone in type 1 diabetic patients under insulin pump therapy: The PumpNet study. Diabetes Metab. 2007, 33, 220-226.
40. Botsis, T.; Hartvigsen, G. Current status and future perspectives in telecare for elderly people suffering from chronic diseases. J. Telemed. Telecare 2008, 14, 195-203.
41. Carrera, P.M.; Dalton, A.R. Do-it-yourself healthcare: The current landscape, prospects and consequences. Maturitas 2014, 77, 37-40.
42. Carter, M.C.; Burley, V.J.; Nykjaer, C.; Cade, J.E. Adherence to a smartphone application for weight loss compared to website and paper diary: Pilot randomized controlled trial. J. Med. Internet Res. 2013, 15, e32.
43. Coulter, A. Engaging Patients in Healthcare; McGraw-Hill International, Open University Press, Berkshire, England, 2011.
44. Donker, T.; Petrie, K.; Proudfoot, J.; Clarke, J.; Birch, M.R.; Christensen, H. Smartphones for smarter delivery of mental health programs: A systematic review. J. Med. Internet Res. 2013, 15, e247.
45. Duffy, M.B. Humanizing the healthcare experience: The key to improved outcomes. Gastrointest. Endosc. 2014, 79, 499-502.
46. Fiordelli, M.; Diviani, N.; Schulz, P.J. Mapping mHealth research: A decade of evolution. J. Med. Internet Res. 2013, 15, e95.
47. Franc, S.; Borot, S.; Ronsin, O.; Quesada, J.L.; Dardari, D.; Fagour, C.; Renard, E.; Leguerrier, A.M.; Vigeral, C.; Moreau, F.; et al. Telemedicine and type 1 diabetes: Is technology per se sufficient to improve glycaemic control? Diabetes Metab. 2014, 40, 61-66.
48. Free, C.; Phillips, G.; Galli, L.; Watson, L.; Felix, L.; Edwards, P.; Patel, V.; Haines, A. The effectiveness of mobile-health technology-based health behaviour change or disease management interventions for health care consumers: A systematic review. PLoS Med. 2013, 10, e1001362.
49. Free, C.; Phillips, G.; Watson, L.; Galli, L.; Felix, L.; Edwards, P.; Patel, V.; Haines, A. The effectiveness of mobile-health technologies to improve health care service delivery processes: A systematic review and meta-analysis. PLoS Med. 2013, 10, e1001363.
50. Honka, A.; Kaipainen, K.; Hietala, H.; Saranummi, N. Rethinking health: ICT-enabled services to empower people to manage their health. Biomed. Eng. 2011, 4, 119-139.
51. Joe, J.; Demiris, G. Older adults and mobile phones for health: A review. J. Biomed. Inform. 2013, 46, 947-954.
52. Kaplan, R.M.; Stone, A.A. Bringing the laboratory and clinic to the community: Mobile technologies for health promotion and disease prevention. Annu. Rev. Psychol. 2013, 64, 471-498.
53. Luxton, D.D.; McCann, R.A.; Bush, N.E.; Mishkind, M.C.; Reger, G.M. mHealth for mental health: Integrating smartphone technology in behavioral healthcare. Prof. Psychol. Res. Pract. 2011, 42, 505-512.
54. O'Reilly, G.A.; Spruijt-Metz, D. Current mHealth technologies for physical activity assessment and promotion. Am. J. Prev. Med. 2013, 45, 501-507.
55. Pagoto, S. The current state of lifestyle intervention implementation research: Where do we go next? Transl. Behav. Med. 2011, 1, 401-405.
56. Price, M.; Yuen, E.K.; Goetter, E.M.; Herbert, J.D.; Forman, E.M.; Acierno, R.; Ruggiero, K.J. mHealth: A mechanism to deliver more accessible, more effective mental health care. Clin. Psychol. Psychother. 2013, doi:10.1002/cpp.1855.
57. Stephens, J.; Allen, J. Mobile phone interventions to increase physical activity and reduce weight: A systematic review. J. Cardiovasc. Nurs. 2013, 28, 320-329.
58. Martínez-Pérez, B.; de la Torre-Díez, I.; López-Coronado, M. Mobile health applications for the most prevalent conditions by the World Health Organization: Review and analysis. J. Med. Internet Res. 2013, 15, e120.
59. Phillips, G.; Felix, L.; Galli, L.; Patel, V.; Edwards, P. The effectiveness of M-health technologies for improving health and health services: A systematic review protocol. BMC Res. Notes 2010, 3, 250.
60. Mosa, A.S.; Yoo, I.; Sheets, L. A systematic review of healthcare applications for smartphones. BMC Med. Inform. Decis. Mak. 2012, 12, 67.
61. Bellina, L.; Missoni, E. Mobile cell-phones (M-phones) in telemicroscopy: Increasing connectivity of isolated laboratories. Diagn. Pathol. 2009, 4, 19.
62. Dayer, L.; Heldenbrand, S.; Anderson, P.; Gubbins, P.O.; Martin, B.C. Smartphone medication adherence apps: Potential benefits to patients and providers. J. Am. Pharm. Assoc. 2013, 53, 172.
63. Hasvold, P.E.; Wootton, R. Use of telephone and SMS reminders to improve attendance at hospital appointments: A systematic review. J. Telemed. Telecare 2011, 17, 358-364.
64. Lester, R.T.; Ritvo, P.; Mills, E.J.; Kariri, A.; Karanja, S.; Chung, M.H.; Jack, W.; Habyarimana, J.; Sadatsafavi, M.; Najafzadeh, M.; et al. Effects of a mobile phone short message service on antiretroviral treatment adherence in Kenya (WelTel Kenya1): A randomised trial. Lancet 2010, 376, 1838-1845.
65. Montes, J.M.; Medina, E.; Gomez-Beneyto, M.; Maurino, J. A short message service (SMS)-based strategy for enhancing adherence to antipsychotic medication in schizophrenia. Psychiatry Res. 2012, 200, 89-95.
66. Thomas, M.A.; Narayan, P.R.; Christian, C. Mitigating gaps in reproductive health reporting in outlier communities of Kerala, India-A mobile phone-based health information system. Health Policy Technol. 2012, 1, 69-76.
67. Tripp, N.; Hainey, K.; Liu, A.; Poulton, A.; Peek, M.; Kim, J.; Nanan, R. An emerging model of maternity care: Smartphone, midwife, doctor? Women Birth 2014, 27, 64-67.
68. Demidowich, A.P.; Lu, K.; Tamler, R.; Bloomgarden, Z. An evaluation of diabetes self-management applications for Android smartphones. J. Telemed. Telecare 2012, 18, 235-238.
69. Rao, A.; Hou, P.; Golnik, T.; Flaherty, J.; Vu, S. Evolution of data management tools for managing self-monitoring of blood glucose results: A survey of iPhone applications. J. Diabetes Sci. Technol. 2010, 4, 949-957.
70. Doyle, G.J.; Garrett, B.; Currie, L.M. Integrating mobile devices into nursing curricula: Opportunities for implementation using Rogers' Diffusion of Innovation model. Nurse Educ. Today 2014, 34, 775-782.
71. Migliore, M. Smartphones or tablets for a better communication and education between residents and consultant in a teaching hospital. J. Surg. Educ. 2013, 70, 437-438.
72. Payne, K.F.B.; Wharrad, H.; Watts, K. Smartphone and medical related App use among medical students and junior doctors in the United Kingdom (UK): A regional survey. BMC Med. Inform. Decis. Mak. 2012, 12, 121.
73. Lee, A.W.M.; Ng, J.K.Y.; Wong, E.Y.W.; Tan, A.; Lau, A.K.Y.; Lai, S.F.Y. Lecture rule No. 1: cell phones on, please! A low-cost personal response system for learning and teaching. J. Chem. Educ. 2013, 90, 388-389.
74. Wallace, S.; Clark, M.; White, J. "It's on my iPhone": Attitudes to the use of mobile computing devices in medical education, a mixed-methods study. BMJ Open 2012, 2, e001099.
75. Lau, J.K.; Lowres, N.; Neubeck, L.; Brieger, D.B.; Sy, R.W.; Galloway, C.D.; Albert, D.E.; Freedman, S.B. iPhone ECG application for community screening to detect silent atrial fibrillation: A novel technology to prevent stroke. Int. J. Cardiol. 2013, 165, 193-194.
76. Lunny, C.; Taylor, D.; Memetovic, J.; Warje, O.; Lester, R.; Wong, T.; Ho, K.; Gilbert, M.; Ogilvie, G. Short message service (SMS) interventions for the prevention and treatment of sexually transmitted infections: A systematic review protocol. Syst. Rev. 2014, 3, 7.
77. Muessig, K.E.; Pike, E.C.; Legrand, S.; Hightow-Weidman, L.B. Mobile phone applications for the care and prevention of HIV and other sexually transmitted diseases: A review. J. Med. Internet Res. 2013, 15, e1.
78. Tate, E.B.; Spruijt-Metz, D.; O'Reilly, G.; Jordan-Marsh, M.; Gotsis, M.; Pentz, M.A.; Dunton, G.F. mHealth approaches to child obesity prevention: Successes, unique challenges, and next directions. Transl. Behav. Med. 2013, 3, 406-415.
79. Lwin, M.O.; Vijaykumar, S.; Fernando, O.N.; Cheong, S.A.; Rathnayake, V.S.; Lim, G.; Theng, Y.L.; Chaudhuri, S.; Foo, S. A 21st century approach to tackling dengue: Crowdsourced surveillance, predictive mapping and tailored communication. Acta Trop. 2013, 130C, 100-107.
80. Peck, J.L.; Stanton, M.; Reynolds, G.E. Smartphone preventive health care: Parental use of an immunization reminder system. J. Pediatr. Health Care 2014, 28, 35-42.
81. Gudmundsson, J.; Besenbacher, S.; Sulem, P.; Gudbjartsson, D.F.; Olafsson, I.; Arinbjarnarson, S.; Agnarsson, B.A.; Benediktsdottir, K.R.; Isaksson, H.J.; Kostic, J.P. Genetic correction of PSA values using sequence variants associated with PSA levels. Sci. Transl. Med. 2010, 2, 62ra92.
82. Vashist, S.K.; Zheng, D.; Al-Rubeaan, K.; Luong, J.H.; Sheu, F.S. Technology behind commercial devices for blood glucose monitoring in diabetes management: A review. Anal. Chim. Acta 2011, 703, 124-136.
83. Vashist, S.K. Non-invasive glucose monitoring technology in diabetes management: A review. Anal. Chim. Acta 2012, 750, 16-27.
84. Vashist, S.K. Continuous glucose monitoring systems: A review. Diagnostics 2013, 3, 385-412.
85. Incidence and Trends of Foodborne Illness, 2011. Available online: http://www.cdc.gov/ features/dsfoodnet/ (accessed on 22 July 2014).
86. Scharff, R.L. Economic burden from health losses due to foodborne illness in the United States. J. Food Prot. 2012, 75, 123-131.
87. Bickler, P.E.; Feiner, J.R.; Severinghaus, J.W. Effects of skin pigmentation on pulse oximeter accuracy at low saturation. Anesthesiology 2005, 102, 715-719.
88. Macnab, A.J.; Smith, M.; Phillips, N.; Smart, P. Oximeter reliability in a subzero environment. Aviat. Space Environ. Med. 1996, 67, 1053-1056.
89. Schermer, T.; Leenders, J.; in't Veen, H.; van den Bosch, W.; Wissink, A.; Smeele, I.; Chavannes, N. Pulse oximetry in family practice: Indications and clinical observations in patients with COPD. Fam. Pract. 2009, 26, 524-531.
90. Jubran, A. Pulse oximetry. Crit. Care 1999, 3, R11-R17.
91. Sinex, J.E. Pulse oximetry: Principles and limitations. Am. J. Emerg. Med. 1999, 17, 59-67.
92. Marston, S.; Li, Z.; Bandyopadhyay, S.; Zhang, J.; Ghalsasi, A. Cloud computing-The business perspective. Decis. Support Syst. 2011, 51, 176-189.
93. Subashini, S.; Kavitha, V. A survey on security issues in service delivery models of cloud computing. J. Netw. Comput. Appl. 2011, 34, 1-11.
94. Sun, D.W.; Chang, G.R.; Sun, L.N.; Wang, X.W. Surveying and analyzing security, privacy and trust issues in cloud computing environments. Procedia Eng. 2011, 15, 2852-2856.
95. Zissis, D.; Lekkas, D. Addressing cloud computing security issues. Future Gener. Comput. Syst. 2012, 28, 583-592.
96. Li, M.; Yu, S.C.; Zheng, Y.; Ren, K.; Lou, W.J. Scalable and secure sharing of personal health records in cloud computing using attribute-based encryption. IEEE Trans. Parallel Distrib. 2013, 24, 131-143.
97. Schweitzer, E.J. Reconciliation of the cloud computing model with US federal electronic health record regulations. J. Am. Med. Inform. Assoc. 2012, 19, 161-165.
98. Blumenthal, D.; Tavenner, M. The "meaningful use" regulation for electronic health records. N. Engl. J. Med. 2010, 363, 501-504.
99. Blumenthal, D. Launching HITECH. N. Engl. J. Med. 2010, 362, 382-385.
100. Dinh, H.T.; Lee, C.; Niyato, D.; Wang, P. A survey of mobile cloud computing: Architecture, applications, and approaches. Wirel. Commun. Mob. Comput. 2013, 13, 1587-1611.
101. Boulos, M.N.; Wheeler, S.; Tavares, C.; Jones, R. How smartphones are changing the face of mobile and participatory healthcare: An overview, with example from eCAALYX. Biomed. Eng. Online 2011, 10, 24.