研究论文

Multimodal artificial intelligence in ophthalmology: Applications, challenges, and future directions

Kai Jin, Yu Tao, Andrzej Grzybowski

Second Affiliated Hospital of Zhejiang University　University of Warmia and Mazury in Olsztyn

来源Survey of Ophthalmology

年份2025

DOI10.1016/j.survophthal.2025.07.003

原文https://doi.org/10.1016/j.survophthal.2025.07.003

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摘要与影响

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逐年被引趋势

24120

2426

关键指标

被引次数 · OpenAlex

16.29

领域内被引倍数
同类平均 = 1

前 0.5%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

生物医学

Retinal Imaging and Analysis

Retinal and Optic Conditions · Acute Ischemic Stroke Management

参考文献 52

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram · JAMA · 2016

被引 7,825

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa · Nature · 2017

被引 14,325

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes · Nature Medicine · 2018

被引 2,686

此处列出前 3 条

引用本文 27

Artificial Intelligence in Ophthalmology: Acceptance, Clinical Integration, and Educational Needs in Switzerland

Christoph Tappeiner · Journal of Clinical Medicine · 2025

被引 8

Grounded report generation for enhancing ophthalmic ultrasound interpretation using Vision-Language Segmentation models

Kai Jin, Qixuan Sun, Daohuan Kang · npj Digital Medicine · 2026

被引 5

Diagnostic performance and generalizability of deep learning for multiple retinal diseases using bimodal imaging of fundus photography and optical coherence tomography

Xingwang Gu, Yang Zhou, Jianchun Zhao · Frontiers in Cell and Developmental Biology · 2025

被引 5

按被引量排序，此处列出前 3 条

研究论文

Multimodal artificial intelligence in ophthalmology: Applications, challenges, and future directions

Kai Jin, Yu Tao, Andrzej Grzybowski

Second Affiliated Hospital of Zhejiang University　University of Warmia and Mazury in Olsztyn

来源Survey of Ophthalmology

年份2025

DOI10.1016/j.survophthal.2025.07.003

原文https://doi.org/10.1016/j.survophthal.2025.07.003

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

24120

2426

关键指标

被引次数 · OpenAlex

16.29

领域内被引倍数
同类平均 = 1

前 0.5%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

生物医学

Retinal Imaging and Analysis

Retinal and Optic Conditions · Acute Ischemic Stroke Management

参考文献 52

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram · JAMA · 2016

被引 7,825

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa · Nature · 2017

被引 14,325

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes · Nature Medicine · 2018

被引 2,686

此处列出前 3 条

引用本文 27

Artificial Intelligence in Ophthalmology: Acceptance, Clinical Integration, and Educational Needs in Switzerland

Christoph Tappeiner · Journal of Clinical Medicine · 2025

被引 8

Grounded report generation for enhancing ophthalmic ultrasound interpretation using Vision-Language Segmentation models

Kai Jin, Qixuan Sun, Daohuan Kang · npj Digital Medicine · 2026

被引 5

Diagnostic performance and generalizability of deep learning for multiple retinal diseases using bimodal imaging of fundus photography and optical coherence tomography

Xingwang Gu, Yang Zhou, Jianchun Zhao · Frontiers in Cell and Developmental Biology · 2025

被引 5

按被引量排序，此处列出前 3 条