Identifying facial phenotypes of genetic disorders using deep learning
Y Gurovich, Y Hanani, O Bar, G Nadav, N Fleischer… - Nature medicine, 2019 - nature.com
Syndromic genetic conditions, in aggregate, affect 8% of the population 1 . Many syndromes
have recognizable facial features 2 that are highly informative to clinical geneticists 3 , 4 – 5 …
have recognizable facial features 2 that are highly informative to clinical geneticists 3 , 4 – 5 …
GestaltMatcher facilitates rare disease matching using facial phenotype descriptors
…, MA Mensah, D Horn, S Rosnev, N Fleischer… - Nature …, 2022 - nature.com
Many monogenic disorders cause a characteristic facial morphology. Artificial intelligence can
support physicians in recognizing these patterns by associating facial phenotypes with the …
support physicians in recognizing these patterns by associating facial phenotypes with the …
[HTML][HTML] PEDIA: prioritization of exome data by image analysis
…, C Fauth, B Fischer-Zirnsak, N Fleischer… - Genetics in …, 2019 - nature.com
Purpose Phenotype information is crucial for the interpretation of genomic variants. So far it
has only been accessible for bioinformatics workflows after encoding into clinical terms by …
has only been accessible for bioinformatics workflows after encoding into clinical terms by …
[HTML][HTML] Characterization of glycosylphosphatidylinositol biosynthesis defects by clinical features, flow cytometry, and automated image analysis
…, TC Hsieh, M Schubach, Y Gurovich, N Fleischer… - Genome Medicine, 2018 - Springer
Background Glycosylphosphatidylinositol biosynthesis defects (GPIBDs) cause a group of
phenotypically overlapping recessive syndromes with intellectual disability, for which …
phenotypically overlapping recessive syndromes with intellectual disability, for which …
CADA: phenotype-driven gene prioritization based on a case-enriched knowledge graph
…, T Kamphans, G Nadav, N Fleischer… - NAR Genomics and …, 2021 - academic.oup.com
Many rare syndromes can be well described and delineated from other disorders by a
combination of characteristic symptoms. These phenotypic features are best documented with …
combination of characteristic symptoms. These phenotypic features are best documented with …
Advances in computer‐assisted syndrome recognition by the example of inborn errors of metabolism
Significant improvements in automated image analysis have been achieved in recent years
and tools are now increasingly being used in computer‐assisted syndromology. However, …
and tools are now increasingly being used in computer‐assisted syndromology. However, …
DeepGestalt-identifying rare genetic syndromes using deep learning
Y Gurovich, Y Hanani, O Bar, N Fleischer… - arXiv preprint arXiv …, 2018 - arxiv.org
Facial analysis technologies have recently measured up to the capabilities of expert clinicians
in syndrome identification. To date, these technologies could only identify phenotypes of a …
in syndrome identification. To date, these technologies could only identify phenotypes of a …
Biallelic variants in CRIPT cause a Rothmund-Thomson-like syndrome with increased cellular senescence
Purpose Rothmund-Thomson syndrome (RTS) is characterized by poikiloderma, sparse hair,
small stature, skeletal defects, cancer, and cataracts, resembling features of premature …
small stature, skeletal defects, cancer, and cataracts, resembling features of premature …
[PDF][PDF] De novo variants of CSNK2B cause a new intellectual disability-craniodigital syndrome by disrupting the canonical Wnt signaling pathway
…, J Altmüller, H Thiele, S Motameny, N Fleischer… - Human Genetics and …, 2022 - cell.com
CSNK2B encodes for casein kinase II subunit beta (CK2β), the regulatory subunit of casein
kinase II (CK2), which is known to mediate diverse cellular pathways. Variants in this gene …
kinase II (CK2), which is known to mediate diverse cellular pathways. Variants in this gene …
But what will the results be?: Learning to tolerate uncertainty is associated with treatment-produced gains
…, LS Rifkin, LA Norris, M Knepley, NJ Fleischer… - Journal of anxiety …, 2019 - Elsevier
The current study examined the association between changes in intolerance of uncertainty (IU)
and treatment outcomes for anxious youth. Participants were youth ages 7 to 17 who …
and treatment outcomes for anxious youth. Participants were youth ages 7 to 17 who …