Yokota H - Search Results

1

Deep Learning Classification Models Built with Two-step Transfer Learning for Age Related Macular Degeneration Diagnosis.

An G, Akiba M, Yokota H, Motozawa N, Takagi S, Mandai M, Kitahata S, Hirami Y, Takahashi M, Kurimoto Y. An G, et al. Among authors: yokota h. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:2049-2052. doi: 10.1109/EMBC.2019.8857468. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946304

2

Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images.

An G, Akiba M, Omodaka K, Nakazawa T, Yokota H. An G, et al. Among authors: yokota h. Sci Rep. 2021 Mar 1;11(1):4250. doi: 10.1038/s41598-021-83503-7. Sci Rep. 2021. PMID: 33649375 Free PMC article.

3

Comparison of Machine-Learning Classification Models for Glaucoma Management.

An G, Omodaka K, Tsuda S, Shiga Y, Takada N, Kikawa T, Nakazawa T, Yokota H, Akiba M. An G, et al. Among authors: yokota h. J Healthc Eng. 2018 Jun 19;2018:6874765. doi: 10.1155/2018/6874765. eCollection 2018. J Healthc Eng. 2018. PMID: 30018755 Free PMC article.

4

Glaucoma Diagnosis with Machine Learning Based on Optical Coherence Tomography and Color Fundus Images.

An G, Omodaka K, Hashimoto K, Tsuda S, Shiga Y, Takada N, Kikawa T, Yokota H, Akiba M, Nakazawa T. An G, et al. Among authors: yokota h. J Healthc Eng. 2019 Feb 18;2019:4061313. doi: 10.1155/2019/4061313. eCollection 2019. J Healthc Eng. 2019. PMID: 30911364 Free PMC article.

5

Optical Coherence Tomography-Based Deep-Learning Models for Classifying Normal and Age-Related Macular Degeneration and Exudative and Non-Exudative Age-Related Macular Degeneration Changes.

Motozawa N, An G, Takagi S, Kitahata S, Mandai M, Hirami Y, Yokota H, Akiba M, Tsujikawa A, Takahashi M, Kurimoto Y. Motozawa N, et al. Among authors: yokota h. Ophthalmol Ther. 2019 Dec;8(4):527-539. doi: 10.1007/s40123-019-00207-y. Epub 2019 Aug 12. Ophthalmol Ther. 2019. PMID: 31407214 Free PMC article.

6

Retinal Thickness Analysis in High Myopia based on Medial Axis Transforms.

Michikawa T, Wada S, Yokota H, An G, Akiba M, Omodaka K, Nakazawa T. Michikawa T, et al. Among authors: yokota h. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:2805-2808. doi: 10.1109/EMBC.2019.8857091. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946476

7

Assessment of the deformation of the outer nuclear layer in the Epiretinal membrane using spectral-domain optical coherence tomography.

Takagi S, Kudo S, Yokota H, Akiba M, Mandai M, Hirami Y, Takahashi M, Kurimoto Y, Ishida M. Takagi S, et al. Among authors: yokota h. BMC Ophthalmol. 2019 May 17;19(1):113. doi: 10.1186/s12886-019-1124-z. BMC Ophthalmol. 2019. PMID: 31101025 Free PMC article.

8

Artificial intelligence for classifying uncertain images by humans in determining choroidal vascular running pattern and comparisons with automated classification between artificial intelligence.

Sonoda S, Shiihara H, Terasaki H, Kakiuchi N, Funatsu R, Tomita M, Shinohara Y, Uchino E, Udagawa T, An G, Akiba M, Yokota H, Sakamoto T. Sonoda S, et al. Among authors: yokota h. PLoS One. 2021 May 14;16(5):e0251553. doi: 10.1371/journal.pone.0251553. eCollection 2021. PLoS One. 2021. PMID: 33989334 Free PMC article. Clinical Trial.

9

Pilot study for three-dimensional assessment of laminar pore structure in patients with glaucoma, as measured with swept source optical coherence tomography.

Omodaka K, Maekawa S, An G, Tsuda S, Shiga Y, Takada N, Kikawa T, Takahashi H, Yokota H, Akiba M, Nakazawa T. Omodaka K, et al. Among authors: yokota h. PLoS One. 2018 Nov 21;13(11):e0207600. doi: 10.1371/journal.pone.0207600. eCollection 2018. PLoS One. 2018. PMID: 30462712 Free PMC article.

10

Classification of optic disc shape in glaucoma using machine learning based on quantified ocular parameters.

Omodaka K, An G, Tsuda S, Shiga Y, Takada N, Kikawa T, Takahashi H, Yokota H, Akiba M, Nakazawa T. Omodaka K, et al. Among authors: yokota h. PLoS One. 2017 Dec 19;12(12):e0190012. doi: 10.1371/journal.pone.0190012. eCollection 2017. PLoS One. 2017. PMID: 29261773 Free PMC article.

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