AI-READI: rethinking AI data collection, preparation and sharing in diabetes research and beyond

Here, we introduce Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI), a multidisciplinary data-generation project designed to create and share a multimodal dataset optimized for artificial intelligence research in type 2 diabetes mellitus.

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Podrobná bibliografie
Vydáno v:	Nature metabolism Ročník 6; číslo 12; s. 2210 - 2212
Hlavní autoři:	Baxter, Sally L., de Sa, Virginia R., Ferryman, Kadija, Jain, Prachee, Lee, Cecilia S., Li-Pook-Than, Jennifer, Liu, T. Y. Alvin, Owen, Julia P., Patel, Bhavesh, Yu, Qilu, Zangwill, Linda M., Bahmani, Amir, Chute, Christopher G., Edberg, Jeffrey C., Hurst, Samantha, Ishikawa, Hiroshi, Lee, Aaron Y., McGwin, Gerald, McWeeney, Shannon, Nebeker, Camille, Owsley, Cynthia, Singer, Sara J., Adib, Riddhiman, Adibuzzaman, Mohammad, Alavi, Arash, Ashley, Catherine, Baer, Adrienne, Benton, Erik, Blazes, Marian, Cohen, Aaron, Cordier, Benjamin, Crist, Katie, Cuddy, Colleen, Gasimova, Aydan, Gim, Nayoon, Hong, Stephanie, Kim, Trina, Lin, Wei-Chun, Mitchell, Jessica, Ngadisastra, Caitlyn, Patronilo, Victoria, Shaffer, Jamie, Soundarajan, Sanjay, Zhao, Kevin, Drolet, Caroline, Lucero, Abigail, Matthies, Dawn, Pittock, Hanna, Watkins, Kate, York, Brittany, Amankwa, Charles E., Bangudi, Monique, Haboudal, Nada, Hallaj, Shahin, Heinke, Anna, Huang, Lingling, Kalaw, Fritz Gerald P., Karsolia, Apoorva, Khazaei, Hadi, Mohammed, Muna, Simpkins, Kyongmi, Wang, Xujing
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	London Nature Publishing Group UK 01.12.2024 Nature Publishing Group
Témata:	692/699/2743/137/773 706/648/697/129 Artificial intelligence Biomedical and Life Sciences Biomedical research Comment Data collection Datasets Diabetes Diabetes mellitus (non-insulin dependent) Ethics Life Sciences Multiculturalism & pluralism Pathogenesis Questionnaires Tomography Workforce Germany
ISSN:	2522-5812, 2522-5812
On-line přístup:	Získat plný text
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Popis
Shrnutí:	Here, we introduce Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI), a multidisciplinary data-generation project designed to create and share a multimodal dataset optimized for artificial intelligence research in type 2 diabetes mellitus.
Bibliografie:	SourceType-Scholarly Journals-1 ObjectType-Commentary-1 content type line 14 ObjectType-Article-1 ObjectType-Feature-2 content type line 23
ISSN:	2522-5812 2522-5812
DOI:	10.1038/s42255-024-01165-x