This paper is in the following e-collection/theme issue:

Mobile Health (mhealth) (2974) Ophthalmology (47) mHealth for Wellness, Behavior Change and Prevention (2912)

Published on in Vol 22, No 6 (2020): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18996, first published .
Stratification of Individual Symptoms of Contact Lens–Associated Dry Eye Using the iPhone App DryEyeRhythm: Crowdsourced Cross-Sectional Study

Stratification of Individual Symptoms of Contact Lens–Associated Dry Eye Using the iPhone App DryEyeRhythm: Crowdsourced Cross-Sectional Study

Stratification of Individual Symptoms of Contact Lens–Associated Dry Eye Using the iPhone App DryEyeRhythm: Crowdsourced Cross-Sectional Study

Authors of this article:

Takenori Inomata1, 2, 3 Author Orcid Image ;   Masahiro Nakamura4 Author Orcid Image ;   Masao Iwagami5 Author Orcid Image ;   Akie Midorikawa-Inomata3 Author Orcid Image ;   Jaemyoung Sung1, 6 Author Orcid Image ;   Keiichi Fujimoto7 Author Orcid Image ;   Yuichi Okumura2, 7 Author Orcid Image ;   Atsuko Eguchi3 Author Orcid Image ;   Nanami Iwata7 Author Orcid Image ;   Maria Miura7 Author Orcid Image ;   Kenta Fujio7 Author Orcid Image ;   Ken Nagino3 Author Orcid Image ;   Satoshi Hori8 Author Orcid Image ;   Kazuo Tsubota9 Author Orcid Image ;   Reza Dana10 Author Orcid Image ;   Akira Murakami1 Author Orcid Image
Article Authors Cited by (27) Tweetations (6) Metrics

Journals

  1. Hirosawa K, Inomata T, Sung J, Nakamura M, Okumura Y, Midorikawa-Inomata A, Miura M, Fujio K, Akasaki Y, Fujimoto K, Zhu J, Eguchi A, Nagino K, Kuwahara M, Shokirova H, Yanagawa A, Murakami A. Diagnostic ability of maximum blink interval together with Japanese version of Ocular Surface Disease Index score for dry eye disease. Scientific Reports 2020;10(1) View
  2. Hwang Y, Shin D, Eun J, Suh B, Lee J. Design Guidelines of a Computer-Based Intervention for Computer Vision Syndrome: Focus Group Study and Real-World Deployment. Journal of Medical Internet Research 2021;23(3):e22099 View
  3. Okumura Y, Inomata T, Midorikawa-Inomata A, Sung J, Fujio K, Akasaki Y, Nakamura M, Iwagami M, Fujimoto K, Eguchi A, Miura M, Nagino K, Hirosawa K, Huang T, Kuwahara M, Dana R, Murakami A. DryEyeRhythm: A reliable and valid smartphone application for the diagnosis assistance of dry eye. The Ocular Surface 2022;25:19 View
  4. INOMATA T, SUNG J, YEE A, MURAKAMI A, OKUMURA Y, NAGINO K, FUJIO K, AKASAKI Y, MIDORIKAWA-INOMATA A, EGUCHI A, FUJIMOTO K, HUANG T, MOROOKA Y, MIURA M, SHOKIROVA H, HIROSAWA K, OHNO M, KOBAYASHI H. P4 Medicine for Heterogeneity of Dry Eye: A Mobile Health-based Digital Cohort Study. Juntendo Medical Journal 2023;69(1):2 View
  5. Inomata T, Sung J, Fujio K, Nakamura M, Akasaki Y, Nagino K, Okumura Y, Iwagami M, Fujimoto K, Ebihara N, Midorikawa-Inomata A, Shokirova H, Huang T, Hirosawa K, Miura M, Ohno M, Morooka Y, Iwata N, Iwasaki Y, Murakami A. Individual multidisciplinary clinical phenotypes of nasal and ocular symptoms in hay fever: Crowdsourced cross-sectional study using AllerSearch. Allergology International 2023;72(3):418 View
  6. Fujio K, Inomata T, Fujisawa K, Sung J, Nakamura M, Iwagami M, Muto K, Ebihara N, Okano M, Akasaki Y, Okumura Y, Ide T, Nojiri S, Nagao M, Fujimoto K, Hirosawa K, Murakami A. Patient and public involvement in mobile health-based research for hay fever: a qualitative study of patient and public involvement implementation process. Research Involvement and Engagement 2022;8(1) View
  7. Inomata T, Nakamura M, Sung J, Midorikawa-Inomata A, Iwagami M, Fujio K, Akasaki Y, Okumura Y, Fujimoto K, Eguchi A, Miura M, Nagino K, Shokirova H, Zhu J, Kuwahara M, Hirosawa K, Dana R, Murakami A. Smartphone-based digital phenotyping for dry eye toward P4 medicine: a crowdsourced cross-sectional study. npj Digital Medicine 2021;4(1) View
  8. Sun C, Liao G, Liao L, Chang L. A Cooperative Management App for Parents with Myopic Children Wearing Orthokeratology Lenses: Mixed Methods Pilot Study. International Journal of Environmental Research and Public Health 2021;18(19):10316 View
  9. Inomata T, Sung J. Changing Medical Paradigm on Inflammatory Eye Disease: Technology and Its Implications for P4 Medicine. Journal of Clinical Medicine 2022;11(11):2964 View
  10. INOMATA T, SUNG J, NAKAMURA M, IWAGAMI M, OKUMURA Y, FUJIO K, AKASAKI Y, FUJIMOTO K, YANAGAWA A, MIDORIKAWA-INOMATA A, NAGINO K, EGUCHI A, SHOKIROVA H, ZHU J, MIURA M, KUWAHARA M, HIROSAWA K, HUANG T, MOROOKA Y, MURAKAMI A. Cross-hierarchical Integrative Research Network for Heterogenetic Eye Disease Toward P4 Medicine: A Narrative Review. Juntendo Medical Journal 2021;67(6):519 View
  11. Aćimović L, Stanojlović S, Kalezić T, Dačić Krnjaja B, García-Ayuso D. Evaluation of dry eye symptoms and risk factors among medical students in Serbia. PLOS ONE 2022;17(10):e0275624 View
  12. Akasaki Y, Inomata T, Sung J, Nakamura M, Kitazawa K, Shih K, Adachi T, Okumura Y, Fujio K, Nagino K, Midorikawa-Inomata A, Kuwahara M, Hirosawa K, Huang T, Morooka Y, Shokirova H, Eguchi A, Murakami A. Prevalence of Comorbidity between Dry Eye and Allergic Conjunctivitis: A Systematic Review and Meta-Analysis. Journal of Clinical Medicine 2022;11(13):3643 View
  13. Tariq M, Amin H, Ahmed B, Ali U, Mohiuddin A. Association of dry eye disease with smoking: A systematic review and meta-analysis. Indian Journal of Ophthalmology 2022;70(6):1892 View
  14. Inomata T, Nakamura M, Iwagami M, Sung J, Ebihara N, Fujisawa K, Muto K, Nojiri S, Ide T, Okano M, Okumura Y, Fujio K, Fujimoto K, Nagao M, Hirosawa K, Akasaki Y, Murakami A. Individual characteristics and associated factors of hay fever: A large-scale mHealth study using AllerSearch. Allergology International 2022;71(3):325 View
  15. Kasetsuwan N, Suwan-Apichon O, Lekhanont K, Chuckpaiwong V, Reinprayoon U, Chantra S, Puangsricharern V, Pariyakanok L, Prabhasawat P, Tesavibul N, Chaidaroon W, Tananuvat N, Hirunpat C, Prakairungthong N, Sansanayudh W, Chirapapaisan C, Phrueksaudomchai P. Assessing the Risk Factors For Diagnosed Symptomatic Dry Eye Using a Smartphone App: Cross-sectional Study. JMIR mHealth and uHealth 2022;10(6):e31011 View
  16. Karatas M, Eriskin L, Deveci M, Pamucar D, Garg H. Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives. Expert Systems with Applications 2022;200:116912 View
  17. Nagino K, Okumura Y, Yamaguchi M, Sung J, Nagao M, Fujio K, Akasaki Y, Huang T, Hirosawa K, Iwagami M, Midorikawa-Inomata A, Fujimoto K, Eguchi A, Okajima Y, Kakisu K, Tei Y, Yamaguchi T, Tomida D, Fukui M, Yagi-Yaguchi Y, Hori Y, Shimazaki J, Nojiri S, Morooka Y, Yee A, Miura M, Ohno M, Inomata T. Diagnostic Ability of a Smartphone App for Dry Eye Disease: Protocol for a Multicenter, Open-Label, Prospective, and Cross-sectional Study. JMIR Research Protocols 2023;12:e45218 View
  18. Nagino K, Inomata T, Nakamura M, Sung J, Midorikawa-Inomata A, Iwagami M, Fujio K, Akasaki Y, Okumura Y, Huang T, Fujimoto K, Eguchi A, Miura M, Hurramhon S, Zhu J, Ohno M, Hirosawa K, Morooka Y, Dana R, Murakami A, Kobayashi H. Symptom-based stratification algorithm for heterogeneous symptoms of dry eye disease: a feasibility study. Eye 2023;37(16):3484 View
  19. Nagino K, Sung J, Midorikawa‐Inomata A, Eguchi A, Fujimoto K, Okumura Y, Yee A, Fujio K, Akasaki Y, Huang T, Miura M, Hurramhon S, Hirosawa K, Ohno M, Morooka Y, Kobayashi H, Inomata T. The minimal clinically important difference of app‐based electronic patient‐reported outcomes for hay fever. Clinical and Translational Allergy 2023;13(5) View
  20. Fujio K, Nagino K, Huang T, Sung J, Akasaki Y, Okumura Y, Midorikawa-Inomata A, Fujimoto K, Eguchi A, Miura M, Hurramhon S, Yee A, Hirosawa K, Ohno M, Morooka Y, Murakami A, Kobayashi H, Inomata T. Clinical utility of maximum blink interval measured by smartphone application DryEyeRhythm to support dry eye disease diagnosis. Scientific Reports 2023;13(1) View
  21. Nagino K, Okumura Y, Akasaki Y, Fujio K, Huang T, Sung J, Midorikawa-Inomata A, Fujimoto K, Eguchi A, Hurramhon S, Yee A, Miura M, Ohno M, Hirosawa K, Morooka Y, Murakami A, Kobayashi H, Inomata T. Smartphone App–Based and Paper-Based Patient-Reported Outcomes Using a Disease-Specific Questionnaire for Dry Eye Disease: Randomized Crossover Equivalence Study. Journal of Medical Internet Research 2023;25:e42638 View
  22. Inomata T, Sung J, Nakamura M, Iwagami M, Akasaki Y, Fujio K, Ebihara N, Ide T, Nagao M, Okumura Y, Nagino K, Fujimoto K, Eguchi A, Hirosawa K, Midorikawa-Inomata A, Muto K, Fujisawa K, Kikuchi Y, Nojiri S, Murakami A. Using the AllerSearch Smartphone App to Assess the Association Between Dry Eye and Hay Fever: mHealth-Based Cross-Sectional Study. Journal of Medical Internet Research 2023;25:e38481 View
  23. Nagino K, Sung J, Midorikawa-Inomata A, Eguchi A, Fujimoto K, Okumura Y, Miura M, Yee A, Hurramhon S, Fujio K, Akasaki Y, Hirosawa K, Huang T, Ohno M, Morooka Y, Zou X, Kobayashi H, Inomata T. Clinical Utility of Smartphone Applications in Ophthalmology. Ophthalmology Science 2024;4(1):100342 View
  24. Akasaki Y, Inomata T, Iwagami M, Sung J, Nagino K, Adachi T, Morita H, Tamari M, Kainuma K, Kan‐o K, Ogata H, Sakashita M, Futamura M, Kurashima Y, Nakajima S, Masaki K, Ogawa Y, Sato S, Miyagawa A, Midorikawa‐Inomata A, Fujimoto K, Okumura Y, Fujio K, Huang T, Hirosawa K, Morooka Y, Murakami A, Nakao S. The impact of COVID‐19 on hay fever treatment in Japan: A retrospective cohort study based on the Japanese claims database. Clinical and Translational Allergy 2024;14(9) View
  25. INOMATA T, SUNG J, OKUMURA Y, NAGINO K, MIDORIKAWA-INOMATA A, EGUCHI A, HIROSAWA K, AKASAKI Y, HUANG T, MOROOKA Y, KOBAYASHI H, NAKAO S. A Medical Paradigm Shift in Society 5.0: Implementation of a Smartphone App-based Dry Eye Diagnosis Assistance Software as a Medical Device. Juntendo Medical Journal 2024;70(5):332 View
  26. Ganatra V, Gun S, Joshi P, Balasubramaniam A, Murali K, Kwatra N, Jain M. DEDector: Smartphone-Based Noninvasive Screening of Dry Eye Disease. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2024;8(4):1 View
  27. Nagino K, Sung J, Midorikawa-Inomata A, Akasaki Y, Adachi T, Ebihara N, Fukuda K, Fukushima A, Fujio K, Okumura Y, Eguchi A, Fujimoto K, Shokirova H, Yee A, Morooka Y, Huang T, Hirosawa K, Nakao S, Kobayashi H, Inomata T. Minimal Clinically Important Differences With the Outcomes of the App-Based Japanese Allergic Conjunctival Diseases Quality of Life Questionnaire: Cross-Sectional Observational Study. JMIR Formative Research 2024;8:e60731 View