Building the world’s first truly global medical foundation model

Tham, Yih Chung; Goh, Jocelyn Hui Lin; Nderitu, Paul; Zhou, Yukun; Ran, An Ran; Srinivasan, Sahana; Yang, Gabriel Dawei; Kitema, Gatera Fiston; Rawlinson, Polly; Jiang, Hongyang; Zou, Ke; Cheung, Carol Y.; Keane, Pearse A.; Zur, Dinah; Zhu, Xiangjia; Zhu, Zhuoting; Zhong, Hua; Zheng, Yalin; Zhang, Xiayin; Zhang, Mingzhi; Zhang, Meixia; Zarranz-Ventura, Javier; Zangwill, Linda; Yuan, Ling; Yu, Honghua; Yii, Fabian; Yew, Samantha Min Er; Ye, Juan; Yanagi, Yasuo; Yam, Jason C.; Xu, Peifang; Xu, Jie; Xu, Guihua; Xu, Bowen; Wu, Zhichao; Wu, Wei-Chi; Wong, Tien Yin; Wilson, Graham; Williams, Gwyn S.; Widyaputri, Felicia; Wang, Ya Xing; Wang, Xiaofei; Wang, Sophia Y.; Wang, Ningli; Wagner, Siegfried K.; Vujosevic, Stela; Vitovska, Oksana; Velez-Montoya, Raul; Van Eijgen, Jan; Tuyisabe, Theophile; Tranos, Paris; Tomasoni, Mattia; Tiosano, Alon; Thirunavakurasu, Arun; Theodore, Reremoana; Thomas, Rebecca L.; Tham, Clement C.; Taylor, Alice Cecilia Elsie; Tanga Doumbe, Francis Victorie; Tan, Marcus Chun Jin; Tan, Gavin; Takeuchi, Leona; Takebayashi, Toru; Tabushi, Hitoshi; Szeto, Simon K. H.; Sun, Xiaodong; Subramanian, Manju L.; Subhi, Yousif; Storp, Jens Julian; Strang, Niall; Stalmans, Ingeborg; Souied, Eric; Song, Su Jeong; Somfai, Gabor Mark; Sivaprasad, Sobha; Silva, Rufino; Shi, Danli; Shen, Ruyue; Schwember, Philipp; Schaub, Friederike; Saw, Seang-Mei; Sasongko, Muhammad Bayu; Sasaki, Mariko; Saravia, Mario J.; Santos, Rui; Sabanayagam, Charumathi; Ruamviboonsuk, Paisan; Rodriguez, Francisco J.; Roca, Jose; Regatieri, Caio; Rao, Chetan; Ramrakha, Sandhya; Raman, Rajiv; Querques, Giuseppe; Qiu, Kunliang; Pollreisz, Andreas; Patikulsila, Direk; Park, Ki Ho; Panda-Jonas, Songhomitra; Ounissi, Mehdi; Olivera, Maximiliano; Okudo, Adaora Chinwendu; Okonkwo, Ogugua; Noe, Piet; Nkumbe, Henry Ebong; Njoya, Josiane Mare; Niyonzima, Jean Claude; Nirwoth, Jason Pithuwa; Nguyen, Truong X.; Nguyen, Thanh Triet; Nd-Ezuma, Nnamdi; Narula, Ritesh; Nangia, Vinay; Nanegrungsunk, Onnisa; Mzurikwao, Deogratias; Mwilambwe, Annick; Mwami, Rodrigue; Muttuvelu, Danson Vasanthan; Munk, Marion R.; Moussa, Magdy; Mollan, Susan; Mohamed-Noriega, Jibran; Moffitt, Terrie E.; Mitchell, Paul; Milea, Dan; Miere, Alexandra; Mendes, Luis; Mayala, Simeon; Mathenge, Wanjiku; Mammadova, Lala; Malerbi, Fernando; Madhusudhan, Savita; M’Bongo Zindamoyen, Alain N.; Luo, Jing; Loewenstein, Anat; Lo, Thaddaeus Wai Soon; Liu, Xiaoxuan; Liu, T. Y. Alvin; Lin, Haotian; Lin, Duoru; Liew, Gerald; Liang, Yuanbo; Levy, Jaime; Leung, Christopher K. S.; Leng, Theodore; Lee, Cecilia S.; Lee, Aaron Y.; Lansingh, Van Charles; Lamoureux, Ecosse; Kwaga, Teddy; Kuo, Anthony; Koh, Victor Teck Chang; Klaver, Caroline C. W.; Kim, Young Kook; Khatri, Anadi; Khanna, Rohit C.; Khan, Hina; Khalid, Hagar; Kazakbaeva, Gyulli M.; Kawasaki, Ryo; Kamalden, Tengku Ain; Ngoy, Nelly Kabedi; Ju, Lie; Ncheda, Awum Joyce; Jones, Craig; Jonas, Rahul; Jonas, Jost B.; Jin, Kai; Jaramillo, Camilo A.; Jaramillo, Daniel; Jafferji, Shafiq; Hwang, Daniel Duck-Jin; Hu, Wenyi; Helles, Colette Gaelle; He, Xiangui; He, Qinghua; He, Mingguang; Hassan, Adekunle; Hasanreisoglu, Murat; Harrison-Williams, Lloyd C. M.; Han, Jinyoung; Hamzah, Haslina; Gyasi, Michael Ekuoba; Gupta, Preeti; Grzybowski, Andrzej; Grohmann, Carsten; Grauslund, Jakob; Gisagara, Egide; Ghazi, Nicola; Ge, Zongyuan; Garg, Prashant; Gal-Or, Orly; Fuseini, Mohammed-Sherrif Napari; Vercellino, Juan Pablo Figueroa; Fiebai, Bassey; Ferraz, Daniel; González, Álvaro Fernández-Vega; Fayed, Alaa E.; Ezuma, Nnamdi N. D.; Eter, Nicole; Estawro, Rania; Duval, Renaud; Dong, Pham Ngoc; Doney, Alexander S. F.; Dinesen, Sebastian; Denniston, Alastair K.; Del Priore, Luciano V.; Domalpally, Amitha; Dat, Dang Tran; Creuzot-Garcher, Catherine; Couturier, Aude; Cleland, Charles R.; Cicinelli, Maria Vittoria; Chirinos, Nestor; Chowers, Itay; Chew, Emily Y.; Cheong, Kai Xiong; Cheng, Ching-Yu; Chen, Qingyu; Chen, Youxin; Chen, Xuejing; Chen, Xinjian; Chen, Xi; Chen, Haoyu; Chen, David Ziyou; Chaudhary, Varun; Chang, Kao-Jung; Chang, Robert T.; Chandran, Manju; Cen, Ling-Ping; Caspi, Avshalom; Burton, Matthew J.; Burgess, Philip; Bulat, Iva; Braithwaite, Tasanee; Bourne, Rupert; Bosnar, Damir; Blagun, Iryna; Bikbova, Guzel M.; Bikbov, Mukharram M.; Beuse, Ansgar; Bernal-Morales, Carolina; Bergin, Ciara; Bascaran, Covadonga; Balciuniene, Vilma Jurate; Babalola, Olufemi Emmanuel; Arunga, Simon; Arnould, Louis; Antaki, Fares; Andalia, Damara; Amissah-Arthur, Kwesi N.; Ambrose, Otim; Alkathery, Faisal; Alice, Nchifor; Alemu, Tsedeke Asaminew; Albloushi, Abdulrahman F.; Alaroud, Sura Yousef; Alam, Minhaj Nur; Al-Abed, Shehab Ahmad; Ahmed, Islam Sh; Agustiawan, Referano; Achigbu, Eberechukwu; Abdelakher, Hatem M.

doi:10.1038/s41591-025-03859-5

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Building the world’s first truly global medical foundation model

Tham, Yih Chung;
Goh, Jocelyn Hui Lin;
Nderitu, Paul;
Zhou, Yukun;
Ran, An Ran;
... Song, Su Jeong;
... Han, Jinyoung;
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제목: Building the world’s first truly global medical foundation model

저자: Tham, Yih Chung; Goh, Jocelyn Hui Lin; Nderitu, Paul; Zhou, Yukun; Ran, An Ran; Srinivasan, Sahana; Yang, Gabriel Dawei; Kitema, Gatera Fiston; Rawlinson, Polly; Jiang, Hongyang; Zou, Ke; Cheung, Carol Y.; Keane, Pearse A.; Zur, Dinah; Zhu, Xiangjia; Zhu, Zhuoting; Zhong, Hua; Zheng, Yalin; Zhang, Xiayin; Zhang, Mingzhi; Zhang, Meixia; Zarranz-Ventura, Javier; Zangwill, Linda; Yuan, Ling; Yu, Honghua; Yii, Fabian; Yew, Samantha Min Er; Ye, Juan; Yanagi, Yasuo; Yam, Jason C.; Xu, Peifang; Xu, Jie; Xu, Guihua; Xu, Bowen; Wu, Zhichao; Wu, Wei-Chi; Wong, Tien Yin; Wilson, Graham; Williams, Gwyn S.; Widyaputri, Felicia; Wang, Ya Xing; Wang, Xiaofei; Wang, Sophia Y.; Wang, Ningli; Wagner, Siegfried K.; Vujosevic, Stela; Vitovska, Oksana; Velez-Montoya, Raul; Van Eijgen, Jan; Tuyisabe, Theophile; Tranos, Paris; Tomasoni, Mattia; Tiosano, Alon; Thirunavakurasu, Arun; Theodore, Reremoana; Thomas, Rebecca L.; Tham, Clement C.; Taylor, Alice Cecilia Elsie; Tanga Doumbe, Francis Victorie; Tan, Marcus Chun Jin; Tan, Gavin; Takeuchi, Leona; Takebayashi, Toru; Tabushi, Hitoshi; Szeto, Simon K. H.; Sun, Xiaodong; Subramanian, Manju L.; Subhi, Yousif; Storp, Jens Julian; Strang, Niall; Stalmans, Ingeborg; Souied, Eric; Song, Su Jeong; Somfai, Gabor Mark; Sivaprasad, Sobha; Silva, Rufino; Shi, Danli; Shen, Ruyue; Schwember, Philipp; Schaub, Friederike; Saw, Seang-Mei; Sasongko, Muhammad Bayu; Sasaki, Mariko; Saravia, Mario J.; Santos, Rui; Sabanayagam, Charumathi; Ruamviboonsuk, Paisan; Rodriguez, Francisco J.; Roca, Jose; Regatieri, Caio; Rao, Chetan; Ramrakha, Sandhya; Raman, Rajiv; Querques, Giuseppe; Qiu, Kunliang; Pollreisz, Andreas; Patikulsila, Direk; Park, Ki Ho; Panda-Jonas, Songhomitra; Ounissi, Mehdi; Olivera, Maximiliano; Okudo, Adaora Chinwendu; Okonkwo, Ogugua; Noe, Piet; Nkumbe, Henry Ebong; Njoya, Josiane Mare; Niyonzima, Jean Claude; Nirwoth, Jason Pithuwa; Nguyen, Truong X.; Nguyen, Thanh Triet; Nd-Ezuma, Nnamdi; Narula, Ritesh; Nangia, Vinay; Nanegrungsunk, Onnisa; Mzurikwao, Deogratias; Mwilambwe, Annick; Mwami, Rodrigue; Muttuvelu, Danson Vasanthan; Munk, Marion R.; Moussa, Magdy; Mollan, Susan; Mohamed-Noriega, Jibran; Moffitt, Terrie E.; Mitchell, Paul; Milea, Dan; Miere, Alexandra; Mendes, Luis; Mayala, Simeon; Mathenge, Wanjiku; Mammadova, Lala; Malerbi, Fernando; Madhusudhan, Savita; M’Bongo Zindamoyen, Alain N.; Luo, Jing; Loewenstein, Anat; Lo, Thaddaeus Wai Soon; Liu, Xiaoxuan; Liu, T. Y. Alvin; Lin, Haotian; Lin, Duoru; Liew, Gerald; Liang, Yuanbo; Levy, Jaime; Leung, Christopher K. S.; Leng, Theodore; Lee, Cecilia S.; Lee, Aaron Y.; Lansingh, Van Charles; Lamoureux, Ecosse; Kwaga, Teddy; Kuo, Anthony; Koh, Victor Teck Chang; Klaver, Caroline C. W.; Kim, Young Kook; Khatri, Anadi; Khanna, Rohit C.; Khan, Hina; Khalid, Hagar; Kazakbaeva, Gyulli M.; Kawasaki, Ryo; Kamalden, Tengku Ain; Ngoy, Nelly Kabedi; Ju, Lie; Ncheda, Awum Joyce; Jones, Craig; Jonas, Rahul; Jonas, Jost B.; Jin, Kai; Jaramillo, Camilo A.; Jaramillo, Daniel; Jafferji, Shafiq; Hwang, Daniel Duck-Jin; Hu, Wenyi; Helles, Colette Gaelle; He, Xiangui; He, Qinghua; He, Mingguang; Hassan, Adekunle; Hasanreisoglu, Murat; Harrison-Williams, Lloyd C. M.; Han, Jinyoung; Hamzah, Haslina; Gyasi, Michael Ekuoba; Gupta, Preeti; Grzybowski, Andrzej; Grohmann, Carsten; Grauslund, Jakob; Gisagara, Egide; Ghazi, Nicola; Ge, Zongyuan; Garg, Prashant; Gal-Or, Orly; Fuseini, Mohammed-Sherrif Napari; Vercellino, Juan Pablo Figueroa; Fiebai, Bassey; Ferraz, Daniel; González, Álvaro Fernández-Vega; Fayed, Alaa E.; Ezuma, Nnamdi N. D.; Eter, Nicole; Estawro, Rania; Duval, Renaud; Dong, Pham Ngoc; Doney, Alexander S. F.; Dinesen, Sebastian; Denniston, Alastair K.; Del Priore, Luciano V.; Domalpally, Amitha; Dat, Dang Tran; Creuzot-Garcher, Catherine; Couturier, Aude; Cleland, Charles R.; Cicinelli, Maria Vittoria; Chirinos, Nestor; Chowers, Itay; Chew, Emily Y.; Cheong, Kai Xiong; Cheng, Ching-Yu; Chen, Qingyu; Chen, Youxin; Chen, Xuejing; Chen, Xinjian; Chen, Xi; Chen, Haoyu; Chen, David Ziyou; Chaudhary, Varun; Chang, Kao-Jung; Chang, Robert T.; Chandran, Manju; Cen, Ling-Ping; Caspi, Avshalom; Burton, Matthew J.; Burgess, Philip; Bulat, Iva; Braithwaite, Tasanee; Bourne, Rupert; Bosnar, Damir; Blagun, Iryna; Bikbova, Guzel M.; Bikbov, Mukharram M.; Beuse, Ansgar; Bernal-Morales, Carolina; Bergin, Ciara; Bascaran, Covadonga; Balciuniene, Vilma Jurate; Babalola, Olufemi Emmanuel; Arunga, Simon; Arnould, Louis; Antaki, Fares; Andalia, Damara; Amissah-Arthur, Kwesi N.; Ambrose, Otim; Alkathery, Faisal; Alice, Nchifor; Alemu, Tsedeke Asaminew; Albloushi, Abdulrahman F.; Alaroud, Sura Yousef; Alam, Minhaj Nur; Al-Abed, Shehab Ahmad; Ahmed, Islam Sh; Agustiawan, Referano; Achigbu, Eberechukwu; Abdelakher, Hatem M.

DOI: 10.1038/s41591-025-03859-5

발행일: 2025

유형: Letter

저널명: Nature Medicine

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