Predicting Refractive Surgery Outcome: Machine Learning Approach With Big Data

Achiron Asaf; Gur Zvi; Aviv Uri; Hilely Assaf; Mimouni Michael; Karmona Lily; Rokach Lior; Kaiserman Igor

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Predicting Refractive Surgery Outcome: Machine Learning Approach With Big Data

机译：预测屈光外科结果：大数据的机器学习方法

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摘要

PURPOSE: To develop a decision forest for prediction of laser refractive surgery outcome.

机译：目的：开发一个决策林，用于预测激光屈光手术结果。

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来源
《Journal of refractive surgery》 |2017年第9期|共6页
作者
Achiron Asaf; Gur Zvi; Aviv Uri; Hilely Assaf; Mimouni Michael; Karmona Lily; Rokach Lior; Kaiserman Igor;
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作者单位

Edith Wolfson Med Ctr Dept Ophthalmol 62 Halochamim St IL-58100 Holon Israel;

Ben Gurion Univ Negev Dept Ophthalmol Soroka Univ Med Ctr Beer Sheva Israel;

Edith Wolfson Med Ctr Dept Ophthalmol 62 Halochamim St IL-58100 Holon Israel;

Kaplan Med Ctr Dept Ophthalmol Rehovot Israel;

Rambam Hlth Care Campus Dept Ophthalmol Haifa Israel;

Edith Wolfson Med Ctr Dept Ophthalmol 62 Halochamim St IL-58100 Holon Israel;

Ben Gurion Univ Negev Dept Software &

Informat Syst Engn Beer Sheva Israel;

Barzilai Govt Hosp Dept Ophthalmol Ashqelon Israel;

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正文语种 eng
中图分类眼科学;
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专利

1. Predicting Refractive Surgery Outcome: Machine Learning Approach With Big Data [J] . Achiron Asaf, Gur Zvi, Aviv Uri, Journal of refractive surgery . 2017,第9期

机译：预测屈光外科结果：大数据的机器学习方法
2. Predicting outcomes in older ED patients with influenza in real time using a big data-driven and machine learning approach to the hospital information system [J] . Tian-Hoe Tan, Chien-Chin Hsu, Chia-Jung Chen, BMC Geriatrics . 2021,第1期

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4. Using imbalanced learning: A case study in refractive surgery outcome prediction [C] . Wei Wang, Yong Yue, Ahmed Elsheikh, International Conference on Information Technology in Medicine and Education . 2018

机译：使用不平衡学习：屈光外科结果预测的案例研究
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Predicting Refractive Surgery Outcome: Machine Learning Approach With Big Data

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