Building the worlds first truly global medical foundation model

Tham, Yih Chung and Goh, Jocelyn Hui Lin and Nderitu, Paul and Zhou, Yukun and Ran, An Ran and Srinivasan, Sahana and Yang, Gabriel Dawei and Kitema, Gatera Fiston and Rawlinson, Polly and Jiang, Hongyang and Zou, Ke and Cheung, Carol Y. and Keane, Pearse A. and Zur, Dinah and Zhu, Xiangjia and Zhu, Zhuoting and Zhong, Hua and Zheng, Yalin and Zhang, Xiayin and Zhang, Mingzhi and Zhang, Meixia and Zarranz-Ventura, Javier and Zangwill, Linda and Yuan, Ling and Yu, Honghua and Yii, Fabian and Yew, Samantha Min Er and Ye, Juan and Yanagi, Yasuo and Yam, Jason C. and Xu, Peifang and Xu, Jie and Xu, Guihua and Xu, Bowen and Wu, Zhichao and Wu, Wei-Chi and Wong, Tien Yin and Wilson, Graham and Williams, Gwyn S. and Widyaputri, Felicia and Wang, Ya Xing and Wang, Xiaofei and Wang, Sophia Y. and Wang, Ningli and Wagner, Siegfried K. and Vujosevic, Stela and Vitovska, Oksana and Velez-Montoya, Raul and Van Eijgen, Jan and Tuyisabe, Theophile and Tranos, Paris and Tomasoni, Mattia and Tiosano, Alon and Thirunavakurasu, Arun and Theodore, Reremoana and Thomas, Rebecca L. and Tham, Clement C. and Taylor, Alice Cecilia Elsie and Tanga Doumbe, Francis Victorie and Tan, Marcus Chun Jin and Tan, Gavin and Takeuchi, Leona and Takebayashi, Toru and Tabushi, Hitoshi and Szeto, Simon K. H. and Sun, Xiaodong and Subramanian, Manju L. and Subhi, Yousif and Storp, Jens Julian and Strang, Niall and Stalmans, Ingeborg and Souied, Eric and Song, Su Jeong and Somfai, Gabor Mark and Sivaprasad, Sobha and Silva, Rufino and Shi, Danli and Shen, Ruyue and Schwember, Philipp and Schaub, Friederike and Saw, Seang-Mei and Sasongko, Muhammad Bayu and Sasaki, Mariko and Saravia, Mario J. and Santos, Rui and Sabanayagam, Charumathi and Ruamviboonsuk, Paisan and Rodriguez, Francisco J. and Roca, Jose and Regatieri, Caio and Rao, Chetan and Ramrakha, Sandhya and Raman, Rajiv and Querques, Giuseppe and Qiu, Kunliang and Pollreisz, Andreas and Patikulsila, Direk and Park, Ki Ho and Panda-Jonas, Songhomitra and Ounissi, Mehdi and Olivera, Maximiliano and Okudo, Adaora Chinwendu and Okonkwo, Ogugua and Noe, Piet and Nkumbe, Henry Ebong and Njoya, Josiane Mare and Niyonzima, Jean Claude and Nirwoth, Jason Pithuwa and Nguyen, Truong X. and Nguyen, Thanh Triet and Nd-Ezuma, Nnamdi and Narula, Ritesh and Nangia, Vinay and Nanegrungsunk, Onnisa and Mzurikwao, Deogratias and Mwilambwe, Annick and Mwami, Rodrigue and Muttuvelu, Danson Vasanthan and Munk, Marion R. and Moussa, Magdy and Mollan, Susan and Mohamed-Noriega, Jibran and Moffitt, Terrie E. and Mitchell, Paul and Milea, Dan and Miere, Alexandra and Mendes, Luis and Mayala, Simeon and Mathenge, Wanjiku and Mammadova, Lala and Malerbi, Fernando and Madhusudhan, Savita and M�Bongo Zindamoyen, Alain N. and Luo, Jing and Loewenstein, Anat and Lo, Thaddaeus Wai Soon and Liu, Xiaoxuan and Liu, T. Y. Alvin and Lin, Haotian and Lin, Duoru and Liew, Gerald and Liang, Yuanbo and Levy, Jaime and Leung, Christopher K. S. and Leng, Theodore and Lee, Cecilia S. and Lee, Aaron Y. and Lansingh, Van Charles and Lamoureux, Ecosse and Kwaga, Teddy and Kuo, Anthony and Koh, Victor Teck Chang and Klaver, Caroline C. W. and Kim, Young Kook and Khatri, Anadi and Khanna, Rohit C. and Khan, Hina and Khalid, Hagar and Kazakbaeva, Gyulli M. and Kawasaki, Ryo and Kamalden, Tengku Ain and Ngoy, Nelly Kabedi and Ju, Lie and Ncheda, Awum Joyce and Jones, Craig and Jonas, Rahul and Jonas, Jost B. and Jin, Kai and Jaramillo, Camilo A. and Jaramillo, Daniel and Jafferji, Shafiq and Hwang, Daniel Duck-Jin and Hu, Wenyi and Helles, Colette Gaelle and He, Xiangui and He, Qinghua and He, Mingguang and Hassan, Adekunle and Hasanreisoglu, Murat and Harrison-Williams, Lloyd C. M. and Han, Jinyoung and Hamzah, Haslina and Gyasi, Michael Ekuoba and Gupta, Preeti and Grzybowski, Andrzej and Grohmann, Carsten and Grauslund, Jakob and Gisagara, Egide and Ghazi, Nicola and Ge, Zongyuan and Garg, Prashant and Gal-Or, Orly and Fuseini, Mohammed-Sherrif Napari and Vercellino, Juan Pablo Figueroa and Fiebai, Bassey and Ferraz, Daniel and González, �lvaro Fernández-Vega and Fayed, Alaa E. and Ezuma, Nnamdi N. D. and Eter, Nicole and Estawro, Rania and Duval, Renaud and Dong, Pham Ngoc and Doney, Alexander S. F. and Dinesen, Sebastian and Denniston, Alastair K. and Del Priore, Luciano V. and Domalpally, Amitha and Dat, Dang Tran and Creuzot-Garcher, Catherine and Couturier, Aude and Cleland, Charles R. and Cicinelli, Maria Vittoria and Chirinos, Nestor and Chowers, Itay and Chew, Emily Y. and Cheong, Kai Xiong and Cheng, Ching-Yu and Chen, Qingyu and Chen, Youxin and Chen, Xuejing and Chen, Xinjian and Chen, Xi and Chen, Haoyu and Chen, David Ziyou and Chaudhary, Varun and Chang, Kao-Jung and Chang, Robert T. and Chandran, Manju and Cen, Ling-Ping and Caspi, Avshalom and Burton, Matthew J. and Burgess, Philip and Bulat, Iva and Braithwaite, Tasanee and Bourne, Rupert and Bosnar, Damir and Blagun, Iryna and Bikbova, Guzel M. and Bikbov, Mukharram M. and Beuse, Ansgar and Bernal-Morales, Carolina and Bergin, Ciara and Bascaran, Covadonga and Balciuniene, Vilma Jurate and Babalola, Olufemi Emmanuel and Arunga, Simon and Arnould, Louis and Antaki, Fares and Andalia, Damara and Amissah-Arthur, Kwesi N. and Ambrose, Otim and Alkathery, Faisal and Alice, Nchifor and Alemu, Tsedeke Asaminew and Albloushi, Abdulrahman F. and Alaroud, Sura Yousef and Alam, Minhaj Nur and Al-Abed, Shehab Ahmad and Ahmed, Islam Sh and Agustiawan, Referano and Achigbu, Eberechukwu and Abdelakher, Hatem M. (2025) Building the worlds first truly global medical foundation model. Nature Medicine, 31 (11). 3580 - 3585. ISSN 10788956

Abstract

Item Type:	Article
Additional Information:	Cited by: 5; All Open Access; Green Open Access
Uncontrolled Keywords:	artificial intelligence; human; Letter; machine learning; medical ethics; medical society; patient coding; regulatory compliance; diagnosis; letter; male
Subjects:	R Medicine > RE Ophthalmology
Divisions:	Faculty of Medicine, Public Health and Nursing > Non Surgical Divisions
Depositing User:	Ani PURWANDARI
Date Deposited:	25 Jun 2026 05:16
Last Modified:	25 Jun 2026 05:16
URI:	https://ir.lib.ugm.ac.id/id/eprint/27743

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