The Rey-Osterrieth Complex Figure (ROCF) Test Assessment project uses deep learning models to extract useful information from this drawing-based neuropsychological test. This information could be leveraged by psychology professionals to improve the early diagnosis of cognitive impairment in adults.

As part of this project, we have produced two scientific articles:

Contact:

          
  • Mariano Rincón, Artificial Intelligence Department (UNED). Email: mrincon@dia.uned.es
  • Juan Guerrero Martín, Artificial Intelligence Department (UNED). Email: jguerrero@dia.uned.es
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1 to 4 of 4 Results
Augmented Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto aumentado de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)
Oct 17, 2025
Guerrero Martín, Juan; Estella Nonay, Eladio; Gómez-Valadés Batanero, Alba; Díaz-López, Estela; Bachiller, Margarita; Cuadra Troncoso, Jose Manuel; Martínez-Tomás, Rafael; GARCIA-HERRANZ, SARA; Díaz Mardomingo, Mª del Carmen; Peraita, Herminia; Rincón, Mariano, 2025, "Augmented Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto aumentado de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)", https://doi.org/10.21950/MFHOO4, e-cienciaDatos, V2
Description of the project This dataset is the result of the research carried out in the project "Mild Cognitive Impairment (MCI) Detection from Rey-Osterrieth Complex Figure Copy (ROCF) Drawings using a Contrastive Loss Siamese Neural Network". In this project, we employed an augmented version of ROCFD528 to train a siamese neural network that was...
Rey-Osterrieth Complex Figure dataset (grayscale images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes en escala de grises)
Sep 27, 2024
Juan Guerrero Martín; Alba Gómez-Valadés Batanero; Estela Díaz López; Margarita Bachiller Mayoral; José Manuel Cuadra Troncoso; Rafael Martínez Tomás; Sara García Herranz; María del Carmen Díaz Mardomingo; Peraita, Herminia; Mariano Rincón Zamorano, 2024, "Rey-Osterrieth Complex Figure dataset (grayscale images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes en escala de grises)", https://doi.org/10.21950/AFZIXE, e-cienciaDatos, V1
Description of the project This dataset is the result of the research carried out in the project "A Benchmark for Rey-Osterrieth Complex Figure (ROCF) Test Automatic Scoring", whose main goal was to establish a baseline for the scoring task consisting of: a dataset with 528 ROCF and results obtained by several deep learning models, as well as, by a...
Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)
Sep 27, 2024
Juan Guerrero Martín; Alba Gómez-Valadés Batanero; Estela Díaz López; Margarita Bachiller Mayoral; José Manuel Cuadra Troncoso; Rafael Martínez Tomás; Sara García Herranz; María del Carmen Díaz Mardomingo; Peraita, Herminia; Mariano Rincón Zamorano, 2024, "Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)", https://doi.org/10.21950/OODYTG, e-cienciaDatos, V1
Description of the project This dataset is the result of the research carried out in the project "A Benchmark for Rey-Osterrieth Complex Figure (ROCF) Test Automatic Scoring", whose main goal was to establish a baseline for the scoring task consisting of: a dataset with 528 ROCF and results obtained by several deep learning models, as well as, by a...
Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales
Sep 27, 2024
Juan Guerrero Martín; Alba Gómez-Valadés Batanero; Estela Díaz López; Margarita Bachiller Mayoral; José Manuel Cuadra Troncoso; Rafael Martínez Tomás; Sara García Herranz; María del Carmen Díaz Mardomingo; Peraita, Herminia; Mariano Rincón Zamorano, 2024, "Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales", https://doi.org/10.21950/GWO9RA, e-cienciaDatos, V1
Description of the project This dataset is the result of the research carried out in the project "A Benchmark for Rey-Osterrieth Complex Figure (ROCF) Test Automatic Scoring", whose main goal was to establish a baseline for the scoring task consisting of: a dataset with 528 ROCF and results obtained by several deep learning models, as well as, by a...
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