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

Takenori Inomata   ^{1, 2, 3} , MBA, MD, PhD ;   Masahiro Nakamura   ⁴ , MD, PhD ;   Masao Iwagami   ⁵ , MPH, MSc, MD, PhD ;   Akie Midorikawa-Inomata   ³ , RN, MPH, PhD ;   Jaemyoung Sung   ^{1, 6} , MS ;   Keiichi Fujimoto   ⁷ , MD ;   Yuichi Okumura   ^{2, 7} , MD ;   Atsuko Eguchi   ³ ;   Nanami Iwata   ⁷ , MS ;   Maria Miura   ⁷ , MD ;   Kenta Fujio   ⁷ , MD ;   Ken Nagino   ³ ;   Satoshi Hori   ⁸ , MD, PhD ;   Kazuo Tsubota   ⁹ , MBA, MD, PhD ;   Reza Dana   ¹⁰ , MD, MPH, MSc ;   Akira Murakami   ¹ , MD, PhD

¹ Department of Ophthalmology, Juntendo University Faculty of Medicine, Tokyo, Japan

² Department of Strategic Department of Operating Room Management and Improvement, Juntendo University Faculty of Medicine, Tokyo, Japan

³ Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, Japan

⁴ Department of Bioengineering, Precision Health, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan

⁵ Department of Health Services Research, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan

⁶ Morsani College of Medicine, University of South Florida, Tampa, FL, United States

⁷ Department of Ophthalmology, Juntendo University Graduate School of Medicine, Tokyo, Japan

⁸ Department of Electric Medical Intelligence Management, Juntendo University Faculty of Medicine, Tokyo, Japan

⁹ Department of Ophthalmology, Keio University School of Medicine, Tokyo, Japan

¹⁰ Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, United States