Automated syndrome diagnosis by three-dimensional facial imaging

Deep phenotyping is an emerging trend in precision medicine for genetic disease. The shape of the face is affected in 30–40% of known genetic syndromes. Here, we determine whether syndromes can be diagnosed from 3D images of human faces. We analyzed variation in three-dimensional (3D) facial images...

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Veröffentlicht in:	Genetics in medicine 2020-10, Vol.22 (10), p.1682-1693
Hauptverfasser:	Hallgrímsson, Benedikt, Aponte, J. David, Katz, David C., Bannister, Jordan J., Riccardi, Sheri L., Mahasuwan, Nick, McInnes, Brenda L., Ferrara, Tracey M., Lipman, Danika M., Neves, Amanda B., Spitzmacher, Jared A.J., Larson, Jacinda R., Bellus, Gary A., Pham, Anh M., Aboujaoude, Elias, Benke, Timothy A., Chatfield, Kathryn C., Davis, Shanlee M., Elias, Ellen R., Enzenauer, Robert W., French, Brooke M., Pickler, Laura L., Shieh, Joseph T.C., Slavotinek, Anne, Harrop, A. Robertson, Innes, A. Micheil, McCandless, Shawn E., McCourt, Emily A., Meeks, Naomi J.L., Tartaglia, Nicole R., Tsai, Anne C.-H., Wyse, J. Patrick H., Bernstein, Jonathan A., Sanchez-Lara, Pedro A., Forkert, Nils D., Bernier, Francois P., Spritz, Richard A., Klein, Ophir D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Age Automation Biomedical and Life Sciences Biomedicine Cameras deep phenotyping diagnosis Ethnicity Face - diagnostic imaging facial imaging Genetics Human Genetics Humans Imaging, Three-Dimensional Laboratory Medicine Meetings Morphology morphometrics Photogrammetry Syndrome syndromes Three dimensional imaging
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