Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program (vol 2, 25, 2019)

被引：10

作者：

Ruamviboonsuk, Paisan ^{[1
]}

Krause, Jonathan ^{[2
]}

Chotcomwongse, Peranut ^{[1
]}

Sayres, Rory ^{[2
]}

Raman, Rajiv ^{[3
]}

Widner, Kasumi ^{[2
]}

Campana, Bilson J. L. ^{[2
]}

Phene, Sonia ^{[2
]}

Hemarat, Kornwipa ^{[4
]}

Tadarati, Mongkol ^{[1
]}

Silpa-Archa, Sukhum ^{[1
]}

Limwattanayingyong, Jirawut ^{[1
]}

Rao, Chetan ^{[3
]}

Kuruvilla, Oscar ^{[5
]}

Jung, Jesse ^{[6
,7
]}

Tan, Jeffrey ^{[8
]}

Orprayoon, Surapong ^{[9
]}

Kangwanwongpaisan, Chawawat ^{[10
]}

Sukumalpaiboon, Ramase ^{[11
]}

Luengchaichawang, Chainarong ^{[12
]}

Fuangkaew, Jitumporn ^{[13
]}

Kongsap, Pipat ^{[14
]}

Chualinpha, Lamyong ^{[15
]}

Saree, Sarawuth ^{[16
]}

Kawinpanitan, Srirut ^{[17
]}

Mitvongsa, Korntip ^{[18
]}

Lawanasakol, Siriporn ^{[19
]}

Thepchatri, Chaiyasit ^{[20
]}

Wongpichedchai, Lalita ^{[21
]}

Corrado, Greg S. ^{[2
]}

Peng, Lily ^{[2
]}

Webster, Dale R. ^{[2
]}

机构：

[1] Rajavithi Hosp, Dept Ophthalmol, Bangkok, Thailand

[2] Google, Google AI, Mountain View, CA 94043 USA

[3] Sankara Nethralaya, Shri Bhagwan Mahavir Vitreoretinal Serv, Chennai, Tamil Nadu, India

[4] Vajira Hosp, Dept Ophthalmol, Bangkok, Thailand

[5] Eye & Laser Ctr, Charlotte, NC USA

[6] East Bay Retina Consultants, Oakland, CA USA

[7] Univ Calif San Francisco, Dept Ophthalmol, San Francisco, CA 94143 USA

[8] Univ Southern Calif, Dept Ophthalmol, Retina Vitreous Associates Med Grp, Los Angeles, CA 90089 USA

[9] Lamphun Hosp, Dept Ophthalmol, Lamphun, Thailand

[10] Somdejphrajaotaksin Maharaj Hosp, Dept Ophthalmol, Tak, Thailand

[11] Sawanpracharak Hosp, Dept Ophthalmol, Nakhon Sawan, Thailand

[12] Nakhon Nayok Hosp, Dept Ophthalmol, Nakhon Nayok, Thailand

[13] Photharam Hosp, Dept Ophthalmol, Ratchaburi, Thailand

[14] Prapokklao Hosp, Dept Ophthalmol, Chanthaburi, Thailand

[15] Mahasarakham Hosp, Dept Ophthalmol, Maha Sarakham, Thailand

[16] Nongbualamphu Hosp, Dept Ophthalmol, Nongbualamphu, Thailand

[17] Pakchongnana Hosp, Dept Ophthalmol, Nakhon Ratchasima, Thailand

[18] Mukdahan Hosp, Dept Ophthalmol, Mukdahan, Thailand

[19] Suratthani Hosp, Dept Ophthalmol, Suratthani, Thailand

[20] Sungaikolok Hosp, Dept Ophthalmol, Narathiwat, Thailand

[21] Bangkok Metropolitan Adm, Publ Hlth Ctr 7, Bangkok, Thailand

来源：

NPJ DIGITAL MEDICINE | 2019年 / 2卷 / 1期

关键词：

D O I：

10.1038/s41746-019-0146-5

中图分类号：

R19 [保健组织与事业（卫生事业管理）];

学科分类号：

摘要：

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

引用

页数：1

共 1 条

[1] Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program [J].

Raumviboonsuk, Paisan ;

Krause, Jonathan ;

Chotcomwongse, Peranut ;

Sayres, Rory ;

Raman, Rajiv ;

Widner, Kasumi ;

Campana, Bilson J. L. ;

Phene, Sonia ;

Hemarat, Kornwipa ;

Tadarati, Mongkol ;

Silpa-Archa, Sukhum ;

Limwattanayingyong, Jirawut ;

Rao, Chetan ;

Kuruvilla, Oscar ;

Jung, Jesse ;

Tan, Jeffrey ;

Orprayoon, Surapong ;

Kangwanwongpaisan, Chawawat ;

Sukumalpaiboon, Ramase ;

Luengchaichawang, Chainarong ;

Fuangkaew, Jitumporn ;

Kongsap, Pipat ;

Chualinpha, Lamyong ;

Saree, Sarawuth ;

Kawinpanitan, Srirut ;

Mitvongsa, Korntip ;

Lawanasakol, Siriporn ;

Thepchatri, Chaiyasit ;

Wongpichedchai, Lalita ;

Corrado, Greg S. ;

Peng, Lily ;

Webster, Dale R. .

NPJ DIGITAL MEDICINE, 2019, 2 (1)

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