Published on in Vol 8, No 2 (2020): February

Assessment of Mobile Health Apps Using Built-In Smartphone Sensors for Diagnosis and Treatment: Systematic Survey of Apps Listed in International Curated Health App Libraries

Assessment of Mobile Health Apps Using Built-In Smartphone Sensors for Diagnosis and Treatment: Systematic Survey of Apps Listed in International Curated Health App Libraries

Assessment of Mobile Health Apps Using Built-In Smartphone Sensors for Diagnosis and Treatment: Systematic Survey of Apps Listed in International Curated Health App Libraries

Journals

  1. Mehdi M, Stach M, Riha C, Neff P, Dode A, Pryss R, Schlee W, Reichert M, Hauck F. Smartphone and Mobile Health Apps for Tinnitus: Systematic Identification, Analysis, and Assessment. JMIR mHealth and uHealth 2020;8(8):e21767 View
  2. Kernebeck S, Busse T, Böttcher M, Weitz J, Ehlers J, Bork U. Impact of mobile health and medical applications on clinical practice in gastroenterology. World Journal of Gastroenterology 2020;26(29):4182 View
  3. Huckvale K, Nicholas J, Torous J, Larsen M. Smartphone apps for the treatment of mental health conditions: status and considerations. Current Opinion in Psychology 2020;36:65 View
  4. Luo W, Deng J, He J, Han Z, Huang C, Li Y, Fu Q, Chen H. A smartphone-based multi-wavelength photometer for on-site detection of the liquid colorimetric assays for clinical biochemical analyses. Sensors and Actuators B: Chemical 2021;329:129266 View
  5. Mehdi M, Dode A, Pryss R, Schlee W, Reichert M, Hauck F. Contemporary Review of Smartphone Apps for Tinnitus Management and Treatment. Brain Sciences 2020;10(11):867 View
  6. Kavolus J, Moverman M, Karas V, Iorio R. Patient Engagement Technologies in Orthopaedics: What They Are, What They Offer, and Impact. Journal of the American Academy of Orthopaedic Surgeons 2021;29(12):e584 View
  7. Szinay D, Perski O, Jones A, Chadborn T, Brown J, Naughton F. Influences on the Uptake of Health and Well-being Apps and Curated App Portals: Think-Aloud and Interview Study. JMIR mHealth and uHealth 2021;9(4):e27173 View
  8. Khadjesari Z, Brown T, Naughton F. Regulation and accreditation of addictive behaviour applications—navigating the landscape. Addiction 2021;116(12):3276 View
  9. Ossai C, Wickramasinghe N. Text Mining and Grounded Theory for Appraising the Self-Management Indicators of Diabetes Mobile Apps. Endocrine and Metabolic Science 2021;4:100101 View
  10. Moses J, Adibi S, Shariful Islam S, Wickramasinghe N, Nguyen L. Application of Smartphone Technologies in Disease Monitoring: A Systematic Review. Healthcare 2021;9(7):889 View
  11. Dharanikota S, LeRouge C, Lyon V, Durneva P, Thompson M. Identifying Enablers of Participant Engagement in Clinical Trials of Consumer Health Technologies: A Qualitative Study of flu@home (Preprint). Journal of Medical Internet Research 2020 View
  12. Bond S, Parikh N, Majmudar S, Pin S, Wang C, Willis L, Haga S. A Systematic Review of the Scope of Study of mHealth Interventions for Wellness and Related Challenges in Pediatric and Young Adult Populations. Adolescent Health, Medicine and Therapeutics 2022;Volume 13:23 View
  13. Salem M, Elkaseer A, El-Maddah I, Youssef K, Scholz S, Mohamed H. Non-Invasive Data Acquisition and IoT Solution for Human Vital Signs Monitoring: Applications, Limitations and Future Prospects. Sensors 2022;22(17):6625 View
  14. Philip B, Abdelrazek M, Bonti A, Barnett S, Grundy J. Data Collection Mechanisms in Health and Wellness Apps: Review and Analysis. JMIR mHealth and uHealth 2022;10(3):e30468 View
  15. Zahedi F, Zhao H, Sanvanson P, Walia N, Jain H, Shaker R. My Real Avatar has a Doctor Appointment in the Wepital: A System for Persistent, Efficient, and Ubiquitous Medical Care. Information & Management 2022;59(8):103706 View
  16. Vaidyam A, Halamka J, Torous J. Enabling Research and Clinical Use of Patient-Generated Health Data (the mindLAMP Platform): Digital Phenotyping Study. JMIR mHealth and uHealth 2022;10(1):e30557 View
  17. Green J, Leadbitter K, Ainsworth J, Bucci S. An integrated early care pathway for autism. The Lancet Child & Adolescent Health 2022;6(5):335 View
  18. Ryan S, Ní Chasaide N, O' Hanrahan S, Corcoran D, Caulfield B, Argent R. mHealth Apps for Musculoskeletal Rehabilitation: Systematic Search in App Stores and Content Analysis. JMIR Rehabilitation and Assistive Technologies 2022;9(3):e34355 View
  19. King S, Lebert J, Karpisek L, Phillips A, Neal T, Kosyluk K. Characterizing User Experiences With an SMS Text Messaging–Based mHealth Intervention: Mixed Methods Study. JMIR Formative Research 2022;6(5):e35699 View
  20. A.M.A.K. S, H.M. F, S.R. S. The Effect of Using Mobile Applications on Facilitating Nursing Intervention in Critical Care Units. African Journal of Health, Nursing and Midwifery 2022;5(2):146 View
  21. Ossai C, Wickramasinghe N. Crowdsourcing Operational and Design Flaws of Diabetes Mobile Apps. Journal of Medical Systems 2022;46(12) View
  22. Baxter C, Carroll J, Keogh B, Vandelanotte C. Seeking Inspiration: Examining the Validity and Reliability of a New Smartphone Respiratory Therapy Exergame App. Sensors 2021;21(19):6472 View
  23. Yu H, He J, Wang X, Yang W, Sun B, Szumilewicz A. A Comparison of Functional Features of Chinese and US Mobile Apps for Pregnancy and Postnatal Care: A Systematic App Store Search and Content Analysis. Frontiers in Public Health 2022;10 View
  24. Alòs F, Puig-Ribera A. Uso de wearables y aplicaciones móviles (mHealth) para cambiar los estilos de vida desde la práctica clínica en atención primaria: una revisión narrativa. Atención Primaria Práctica 2021;3:100122 View
  25. Torous J, Bucci S, Bell I, Kessing L, Faurholt‐Jepsen M, Whelan P, Carvalho A, Keshavan M, Linardon J, Firth J. The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality. World Psychiatry 2021;20(3):318 View
  26. Eis S, Solà-Morales O, Duarte-Díaz A, Vidal-Alaball J, Perestelo-Pérez L, Robles N, Carrion C. Mobile Applications in Mood Disorders and Mental Health: Systematic Search in Apple App Store and Google Play Store and Review of the Literature. International Journal of Environmental Research and Public Health 2022;19(4):2186 View
  27. Marley G, Fu G, Zhang Y, Li J, Tucker J, Tang W, Yu R. Willingness of Chinese Men Who Have Sex With Men to Use Smartphone-Based Electronic Readers for HIV Self-testing: Web-Based Cross-sectional Study. Journal of Medical Internet Research 2021;23(11):e26480 View
  28. Siebert J, Gosetto L, Sauvage M, Bloudeau L, Suppan L, Rodieux F, Haddad K, Hugon F, Gervaix A, Lovis C, Combescure C, Manzano S, Ehrler F. Usability Testing and Technology Acceptance of an mHealth App at the Point of Care During Simulated Pediatric In- and Out-of-Hospital Cardiopulmonary Resuscitations: Study Nested Within 2 Multicenter Randomized Controlled Trials. JMIR Human Factors 2022;9(1):e35399 View
  29. Philip B, Abdelrazek M, Barnett S, Bonti A, Grundy J. Toward a Unified mHealth Platform: A Survey of Current User Challenges and Expectations. IEEE Access 2023;11:19876 View
  30. Malinka C, Dittrich F, Back D, Ansorg J, von Jan U, Albrecht U. Orthopaedic and trauma surgeons’ prioritisation of app quality principles based on their demographic background. BMC Musculoskeletal Disorders 2023;24(1) View
  31. Tlachac M, Reisch M, Lewis B, Flores R, Harrison L, Rundensteiner E. Impact assessment of stereotype threat on mobile depression screening using Bayesian estimation. Healthcare Analytics 2022;2:100088 View
  32. Adams A, Mandel I, Gao Y, Heckman B, Nandakumar R, Choudhury T. Equity-Driven Sensing System for Measuring Skin Tone–Calibrated Peripheral Blood Oxygen Saturation (OptoBeat): Development, Design, and Evaluation Study. JMIR Biomedical Engineering 2022;7(1):e34934 View
  33. González-Pérez A, Matey-Sanz M, Granell C, Díaz-Sanahuja L, Bretón-López J, Casteleyn S. AwarNS: A framework for developing context-aware reactive mobile applications for health and mental health. Journal of Biomedical Informatics 2023;141:104359 View
  34. Dam R, Mponzi W, Msaky D, Mwandyala T, Kaindoa E, Sinka M, Kiskin I, Herreros-Moya E, Messina J, Shah S, Roberts S, Willis K. What incentives encourage local communities to collect and upload mosquito sound data by using smartphones? A mixed methods study in Tanzania. Global Health Research and Policy 2023;8(1) View
  35. Rogers E, Reidlinger T, Loria A, Oplinger A, Raza S, Gestring M, Vella M. Medical Information During Trauma Resuscitations: Are Smartphones the Contemporary Medical ID Bracelet?. Journal of Surgical Research 2023;291:313 View
  36. Kozelka E, Acquilano S, Al-Abdulmunem M, Guarino S, Elwyn G, Drake R, Carpenter-Song E. Documenting the digital divide: Identifying barriers to digital mental health access among people with serious mental illness in community settings. SSM - Mental Health 2023;4:100241 View
  37. van der Storm S, Jansen M, Meijer H, Barsom E, Schijven M. Apps in healthcare and medical research; European legislation and practical tips every healthcare provider should know. International Journal of Medical Informatics 2023;177:105141 View
  38. Yu F, Li S, Yu W. RETRACTED ARTICLE: Machine intelligence-based prediction of future healthcare data and health issues based on latent distribution self-evolving architecture. Soft Computing 2024;28(S2):735 View
  39. Grimm M, Link E, Albrecht M, Czerwinski F, Baumann E, Suhr R. Exploring Functions and Predictors of Digital Health Engagement Among German Internet Users: Survey Study. Journal of Medical Internet Research 2023;25:e44024 View
  40. Wall C, Hetherington V, Godfrey A. Beyond the clinic: the rise of wearables and smartphones in decentralising healthcare. npj Digital Medicine 2023;6(1) View
  41. Anitha S, Priyanka S. Smart phone based automated diabetic retinopathy detection system. Measurement: Sensors 2024;31:100957 View
  42. Sniderman J, Monarrez R, Drew J, Abdeen A. Mobile Application Use and Patient Engagement in Total Hip and Knee Arthroplasty. JBJS Reviews 2024;12(2) View
  43. Alòs F, Aldon Mínguez D, Cárdenas-Ramos M, Cancio-Trujillo J, Cánovas Zaldúa Y, Puig-Ribera A. La salud móvil en atención primaria. Nuevos desafíos en el desarrollo de soluciones para promover la actividad física y el bienestar. Atención Primaria 2024;56(8):102900 View
  44. Zawati M, Lang M. Does an App a Day Keep the Doctor Away? AI Symptom Checker Applications, Entrenched Bias, and Professional Responsibility. Journal of Medical Internet Research 2024;26:e50344 View
  45. Caf B, Çebi G, Çelik H, Noroozi A, Atasever A, Tayfun M. Smartphone-Based Point-of-Care Urinalysis Vivoo App: A Validation Study. International Journal of Life Sciences and Biotechnology 2024;7(1):60 View
  46. Farag N, Noë A, Patrinos D, Zawati M. Mapping the Apps: Ethical and Legal Issues with Crowdsourced Smartphone Data using mHealth Applications. Asian Bioethics Review 2024;16(3):437 View
  47. Hall K, Helmus B, Eymann T. How to Balance Privacy and (Health) Benefits: Privacy Calculus and the Intention to Use Health Tracking at the Workplace. International Journal of Human–Computer Interaction 2025;41(10):6235 View
  48. Ali D, Hassan R, Othman H, Taha H, Mousavi Khaneghah A, Smaoui S. Revolutionizing detection: Smartphone-powered colorimetry for the drugs and food analysis. Microchemical Journal 2024;205:111228 View
  49. Sevin R, Humayrah W. Pengaruh Penggunaan Aplikasi "Tentang Anak" Terhadap Pengetahuan, Sikap dan Perilaku Ibu dalam Memantau Status Gizi Baduta. Amerta Nutrition 2024;8(2):180 View
  50. Patil S, Thorat V, Koparde A, Bhosale R, Bhinge S, Chavan D, Tiwari D. Theranostic Applications of Scaffolds in Current Biomedical Research. Cureus 2024 View
  51. Smrke U, Mlakar I, Rehberger A, Žužek L, Plohl N. Decoding anxiety: A scoping review of observable cues. DIGITAL HEALTH 2024;10 View
  52. Bonotis P, Angelidis P, Natsiavas P. Usability and User Experience Testing of a Co-Designed Electronic Patient-Reported Outcomes App (“MyPal for Adults”) for Palliative Cancer Care: Mixed Methods Study. JMIR Human Factors 2025;12:e57342 View
  53. Morley J, Laitila J, Ross J, Schamroth J, Zhang J, Floridi L. An App a Day will (Probably Not) Keep the Doctor Away: An Evidence Audit of Health and Medical Apps Available on the Apple App Store. Minds and Machines 2025;35(1) View
  54. Muñoz Olivar C, Pineiro M, Gómez Quintero J, Avendaño-Vásquez C, Ormeño-Arriagada P, Palma Rivadeneira S, Taramasco Toro C. Education and Symptom Reporting in an mHealth App for Patients With Cancer: Mixed Methods Development and Validation Study. JMIR Human Factors 2025;12:e60169 View
  55. Pieczyński K, Karaś K, Synakiewicz A, Banasiewicz T. iWOUND telemedicine application in the practice of the surgical department – who uses it?. Polish Journal of Surgery 2025;97(2):1 View
  56. Zhong C, Jia J, Li H. An adaptive multimodal fusion framework for smartphone-based medication adherence monitoring of Parkinson’s disease. Smart Health 2025;36:100561 View
  57. Löchner J, Carlbring P, Schuller B, Torous J, Sander L. Digital interventions in mental health: An overview and future perspectives. Internet Interventions 2025;40:100824 View
  58. Lee J, Kim J, Choi M, Shin J. A choice based conjoint analysis of mobile healthcare application preferences among physicians, patients, and individuals. npj Digital Medicine 2025;8(1) View
  59. Antonini A, Coşar S, Naja I, Haleem M, Macdonald J, Innominato P, Barresi G. Smartphone as a Sensor in mHealth: Narrative Overview, SWOT Analysis, and Proposal of Mobile Biomarkers. Sensors 2025;25(12):3655 View
  60. Whelan P, Tranter H, Carter L, Sainsbury J, Rathee M, Stockton-Powdrell C, Bolton N, Abel K. Implementing a Digital Mental Health Intervention—the Lumi Nova App—to Support Children With Anxiety in Economically Disadvantaged Areas: Mixed Methods Study. Journal of Medical Internet Research 2025;27:e60611 View
  61. Storer K, Messina J, Herreros-Moya E, Metelo E, Zanga J, Mvuama N, Muzinga S, Dam R, Sinka M, Kiskin I, Everett J, Li Y, Roberts S, Willis K, Inocencio da Luz R. Do monetary incentives encourage local communities to collect and upload mosquito sound data using smartphones? A case study in the Democratic Republic of the Congo. PLOS One 2025;20(8):e0314122 View
  62. Suen Y, Chan K, Wan Y, So M, Lee E, Wong S, Chan S, Hui C, Wong M, Chen E. Can headwind, an online clinician-led mental health advisory platform, improve the engagement of distressed young people in community services? A multicohort analysis. BMJ Public Health 2025;3(2):e002692 View
  63. Patil D, Thorat V, Koparde A, Bhosale R, Bhinge S, Chavan D, Tiwari D. Theranostic Applications of Scaffolds in Current Biomedical Research. SSRN Electronic Journal 2025 View
  64. Malekzadeh S, Ayatollahi H, Toni E. Evaluation of functional and non-functional requirements of medication management applications developed in Iran. Journal of Health Administration 2025;28(2):90 View
  65. SAGAR A, SHARMA A, SAGAR A, PATHAK A. Perceptions of doctors, medical students, and patients on the use of smartphones and digital devices in patient care. The National Medical Journal of India 2025;38:339 View

Books/Policy Documents

  1. Marinho C, Gomes O, da Silva Junior G, de Oliveira J, Schwingel P. Innovations in Nephrology. View
  2. Upson S, Kusupati V, Bime C. Comprehensive Precision Medicine. View
  3. Kopytkov D, Ponkratov D, Samchuk G, Yaruta A. Smart Technologies in Urban Engineering. View
  4. Cornelison B, Mnatzaganian C. APhA OTC - Home Medical Equipment. View
  5. Marinho C, Gomes O, da Silva Junior G, de Oliveira J, Schwingel P. Innovationen in der Nephrologie. View
  6. Link E. Technologiegestützte Ansätze in der Community-basierten Prävention und Gesundheitsförderung. View
  7. Malekzadeh S, Ayatollahi H, Toni E. Digital Tools and Data for Innovative Healthcare. View

Conference Proceedings

  1. Sandulescu V, Puscoci S, Petre M, Dumitrache M, Bota V, Girlea A. 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA). mHealth application for remote health monitoring useful during the COVID 19 pandemic View
  2. Alsharif H, Badokhon A, Alhazmi K. 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT). Qurra : an Offline AI-based Mobile Doctor View
  3. Zhang Y, Zhang X, Du J. 2022 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). Non-Invasive Blood Pressure Measurement Using A Mobile Phone Camera View