| Budget Amount *help |
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2019: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2018: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2017: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
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| Outline of Final Research Achievements |
eyes of 45 patients with open angle glaucoma. Visual field measurement was carried out using the conventional SITA standard algorithm and the variational Bayes linear regression model using . As a result, the measurement duration with the latter was 5.4±1.7 minutes which was significantly shorter than that with SITA standard.(p＜0.001)
Pre-training was conducted using 10-2 visual field of 772 eyes. Then, using optical coherence tomography measurements from 86 eyes of 43 normal subjects and 505 eyes of 304 patients with open angle glaucoma, 10-2 visual field was predicted using the convolutional neural network The prediction error with root mean squared error was 6.32 ± 3.76 dB.
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