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An eyecare foundation model for clinical assistance

Trained and validated on multimodal data from 14.5 million images from multicountry datasets, a foundation model is shown to increase diagnostic and referral accuracy of clinicians when used as an assistant in a trial involving 16 ophthalmologists and 668 patients.

Yukun Zhou, Tengku Ain Kamalden, Tajunisah Iqbal, Penny Lott Pooi Wah, Marium Jamaluddin Ahmad, Nurul Najieha Amir & Irina Effendi-Tenang Joshua Evans, Alan Letson, Frederik Davidorf, Mona Adeli, Peter Chen, Thomas A. Mendel, Yi Huang, Xiyun Bian, Jing Wang, Xiaolong Yang, Haifang Zhang, Yihan Li, Bo Qu, Hongzhi Yuan, Mengxiang Guo, Dingqiao Wang, Ming Zhou, Wen Shi, Shiqun Lin, Yan Zhou, Jakob Grauslund, Lars Morten Skollerud, Benjamin Sommer Thinggaard, Frederik Pedersen, Bjarke Steenberg Smith, Andreas Abou Taha, José Alogo Obiang Ñehe, Celestino Edjang Nguema Mikue, Praveena Venkatakrishnan, Dhaivat Shah, Abhishek Kumar Tripathi, Dharshan Bhatt, Urvashi Kala, Abhishek Karra, Tengku Ain Kamalden, Tajunisah Iqbal, Penny Lott Pooi Wah, Marium Jamaluddin Ahmad, Nurul Najieha Amir& Irina Effendi-Tenang is a consultant for AbbVie Pte Ltd., Aldropika Therapeutics, Bayer, Boehringer Ingelheim, Zeiss, Genentech, Iveric Bio, Novartis, Opthea Limited, Plano, Quaerite Biopharm Research Ltd., Roche, Sanofi and Shanghai Henlius.

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