Cargando…
Automatic dementia screening and scoring by applying deep learning on clock-drawing tests
Dementia is one of the most common neurological syndromes in the world. Usually, diagnoses are made based on paper-and-pencil tests and scored depending on personal judgments of experts. This technique can introduce errors and has high inter-rater variability. To overcome these issues, we present an...
Autores principales: | Chen, Shuqing, Stromer, Daniel, Alabdalrahim, Harb Alnasser, Schwab, Stefan, Weih, Markus, Maier, Andreas |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7704614/ https://www.ncbi.nlm.nih.gov/pubmed/33257744 http://dx.doi.org/10.1038/s41598-020-74710-9 |
Ejemplares similares
-
The Clock Drawing Test: A review of its accuracy in screening for
dementia
por: Aprahamian, Ivan, et al.
Publicado: (2009) -
Specific algorithm method of scoring the Clock Drawing Test applied
in cognitively normal elderly
por: Mendes-Santos, Liana Chaves, et al.
Publicado: (2015) -
Automatic, Qualitative Scoring of the Clock Drawing Test (CDT) Based on U-Net, CNN and Mobile Sensor Data
por: Park, Ingyu, et al.
Publicado: (2021) -
Scoring systems for the Clock Drawing Test: A historical
review
por: Spenciere, Bárbara, et al.
Publicado: (2017) -
Usefulness of the Clock Drawing Test as a Cognitive Screening Instrument for Mild Cognitive Impairment and Mild Dementia: an Evaluation Using Three Scoring Systems
por: Kim, Sangsoon, et al.
Publicado: (2018)