{"id":174,"date":"2023-12-14T20:31:25","date_gmt":"2023-12-14T20:31:25","guid":{"rendered":"https:\/\/angle-lab.com\/site\/?p=174"},"modified":"2023-12-14T21:09:10","modified_gmt":"2023-12-14T21:09:10","slug":"the-distinct-and-unique-papillae-on-the-tongue-a-3d-study-with-ai-and-tda","status":"publish","type":"post","link":"https:\/\/angle-lab.com\/site\/2023\/12\/14\/the-distinct-and-unique-papillae-on-the-tongue-a-3d-study-with-ai-and-tda\/","title":{"rendered":"The distinct and unique papillae on the tongue: A 3D study with AI and TDA"},"content":{"rendered":"\n

Our paper Machine learning and topological data analysis identify unique features of human papillae in 3D scans<\/a> was published today. We took 3D meshes of human tongue surface, isolated the papillae, and built features and classifiers. <\/p>\n\n\n\n

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A Fungiform papilla<\/figcaption><\/figure>\n\n\n\n

The classifiers not only detect the type of papillae correctly, they also identify the participant from a single papilla!<\/p>\n\n\n\n

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Since we can classify the papillae, we can map put their arrangement on a surface. Fungiform in blue, Filiform in yellow. <\/figcaption><\/figure>\n\n\n\n

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Media Coverage<\/h3>\n\n\n