Author

Guilherme Bonini

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Alexander HustinxiD· 1 shared Alexander Schmid· 1 shared Alexej KnausiD· 1 shared Aviram Bar-HaimiD· 1 shared Axel SchmidtiD· 1 shared Behnam JavanmardiiD· 1 shared Christian Patrick SchaafiD· 1 shared Claudia PerneiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Alexander HustinxORCID

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1 paper

Recent·Most cited

GestaltMatcher: Overcoming the limits of rare disease matching using facial phenotypic descriptors

Tzung‐Chien Hsieh, Aviram Bar-Haim, Shahida Moosa, Nadja Ehmke, Karen Webster Gripp, Jean Tori Pantel, Magdalena Danyel, Martin A. Mensah, Denise Horn, Stanislav Rosnev, Nicole Fleischer, Guilherme Bonini, Alexander Hustinx, Alexander Schmid, Alexej Knaus, , Peter Michael Krawitz

GestaltMatcher improves diagnosis of ultra-rare genetic disorders by matching facial phenotypes to molecular diagnoses using a deep learning model trained on a large dataset of patient photographs.

Nature Genetics · Feb 10, 2022Peer-reviewedGenetic & Genomic Medicine