Unique ID issued by UMIN | UMIN000030230 |
---|---|
Receipt number | R000034529 |
Scientific Title | Diagnosis of dry eye subtype by artificial intelligence software based on the interferometric fringe pattern of the tear film obtained with the Kowa DR-1a instrument |
Date of disclosure of the study information | 2017/12/02 |
Last modified on | 2017/12/02 13:03:51 |
Diagnosis of dry eye subtype by artificial intelligence software based on the interferometric fringe pattern of the tear film obtained with the Kowa DR-1a instrument
Diagnosis of dry eye subtype by artificial intelligence software with DR-1a
Diagnosis of dry eye subtype by artificial intelligence software based on the interferometric fringe pattern of the tear film obtained with the Kowa DR-1a instrument
Diagnosis of dry eye subtype by artificial intelligence software with DR-1a
Japan |
healthy volunteers and dry eye
Ophthalmology |
Others
NO
We previously showed that the DR-1a tear interferometer (Kowa) has the potential to identify subtypes of dry eye on the basis of classification of interferometric fringe patterns as pearl-like appearance (normal tear condition), Jupiter-like appearance (aqueous-deficient dry eye), or crystal-like appearance (evaporative dry eye). We here set out to develop and validate automatic diagnosis software for analysis of tear interferometric fringe patterns obtained with DR-1a.
Others
The agreement between the clinical diagnosis, AI-diagnosis, and IF-diagnosis is assessed, and the F-score was calculated as a measure of the accuracy, considering both precision and recall, of AI-diagnosis.
Non-invasive breakup time
Kappa value
F score
Observational
18 | years-old | <= |
100 | years-old | >= |
Male and Female
healthy volunteers
dry eye patients
Contact lens wearers
Systemic diseases which might interfere with tear secretion
the history of ocular surgery
100
1st name | |
Middle name | |
Last name | Reiko Arita |
Itoh Clinic
Ophthalmology
626-11, Minaminakano, Minuma-ku, Saitama City, Saitama
048-686-5588
ritoh@za2.so-net.ne.jp
1st name | |
Middle name | |
Last name | Reiko Arita |
Itoh Clinic
Ophthalmology
626-11, Minaminakano, Minuma-Ku, Saitama,
048-686-5588
ritoh@za2.so-net.ne.jp
Itoh Clinic, Department of Ophthalmology
Itoh Clinic
Self funding
Japan
NO
2017 | Year | 12 | Month | 02 | Day |
Unpublished
Enrolling by invitation
2017 | Year | 11 | Month | 18 | Day |
2017 | Year | 11 | Month | 18 | Day |
collecting the data including both aqueous deficiency and evaporative dry eye
2017 | Year | 12 | Month | 02 | Day |
2017 | Year | 12 | Month | 02 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000034529