These results suggest that facial recognition and artificial intelligence, though no substitute for other diagnostic methods, may aid in the recognition of neuronopathic GD. The algorithm, in concert with other clinical features, also appears to distinguish between young patients with GD2 and GD3, ...
A deep learning-based diagnosis assistance system, Face2Gene, utilizes the aggregation of “gestalt,” comprising data summarizing features of patients’ facial images, to suggest candidate syndromes. Because Face2Gene’s results may be affected by ethnicity and age at which training facial images ...
The probands also share common facial dysmorphic features including a high forehead, a bulbous nasal tip, widely spaced eyes, arched eyebrows, and low-set ears (Figure 1). Expanded summaries can be found in Supplemental Data: Individual Reports. Table 2. Clinical Features of Individuals with De...
First, one research study showed non-personal photos displaying faces varying in attractive- ness (attractive, average, and unattractive) and then other facial photos taken of the study participants. The individuals were asked to rate the photos from both phases in terms of their physical ...
Feature vectors for each facial image were created. The obtained feature vectors are used to train an artificial neural network and from face images healthy, Hurler syndrome, Fragile X syndrome and Prader Willi syndrome was diagnosed. This process is tried on a total of 127 photographs, ...
First, one research study showed non-personal photos displaying faces varying in attractive- ness (attractive, average, and unattractive) and then other facial photos taken of the study participants. The individuals were asked to rate the photos from both phases in terms of their physical ...
Also, clinical features can be added to refine the phenotype. Information about each suggested syndrome is provided. The software automatically extracts de-identified data from individual patient facial photos that cannot be reverse engineered into an identifiable facial photo to assure patients’ privacy...