Rey-Osterrieth Complex Figure (ROCF) Test Assessment

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:

A Benchmark for Rey-Osterrieth Complex Figure Test Automatic Scoring.

Manuscript published with the DOI: https://doi.org/10.1016/j.heliyon.2024.e39883
Source code: https://github.com/SIMDA-UNED/rocf_automatic_scoring

Mild Cognitive Impairment Detection from Rey-Osterrieth Complex Figure Copy Drawings using a Contrastive Loss Siamese Neural Network.

Manuscript published with the DOI: https://doi.org/10.32604/cmc.2025.066083
Source code: https://github.com/SIMDA-UNED/rocf-mci-detection

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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11 to 16 of 16 Results

readme-es_rocfd528_binary_images.txt Sep 27, 2024 - Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias) Texto plano - 8,2 KB - MD5: bb595b1064776e72f8ea3809e4ee9b54 Documentación
rocfd528_binary_images.zip Sep 27, 2024 - Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias) Archivo ZIP - 2,9 MB - MD5: 29d8a4f8415e8cdc6226b99b3ccd4e23 Datos Name: rocfd528_binary_images Content: 528 binary images of Rey-Osterrieth Complex Figures. Format: Portable Network Graphics Language: English Version: 1
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...
qdsd414k.zip Sep 27, 2024 - Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales Archivo ZIP - 1,8 GB - MD5: 6d485af0349e4c711194396d89bc5be7 Data Name: qdsd414k . Content: 414000 drawings of Quick, Draw! dataset distributed in several folders representing each of the classes and the subdivisions of the dataset (training, validation and test). Format: Portable Network Graphics . Version: 1
readme-en_qdsd414k.txt Sep 27, 2024 - Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales Texto plano - 5,3 KB - MD5: aa418d4d4e4e12ec16600327ec96c891 Documentation
readme-es_qdsd414k.txt Sep 27, 2024 - Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales Texto plano - 6,3 KB - MD5: e4b16be6ef5e2ac46ff077738fc967ac Documentation

readme-es_rocfd528_binary_images.txt

Sep 27, 2024 - Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)

Texto plano - 8,2 KB -

Documentación

rocfd528_binary_images.zip

Sep 27, 2024 - Rey-Osterrieth Complex Figure dataset (binary images) / Conjunto de datos de figuras complejas de Rey-Osterrieth (imágenes binarias)

Archivo ZIP - 2,9 MB -

Datos

Name: rocfd528_binary_images Content: 528 binary images of Rey-Osterrieth Complex Figures. Format: Portable Network Graphics Language: English Version: 1

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...

qdsd414k.zip

Sep 27, 2024 - Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales

Archivo ZIP - 1,8 GB -

Data

Name: qdsd414k . Content: 414000 drawings of Quick, Draw! dataset distributed in several folders representing each of the classes and the subdivisions of the dataset (training, validation and test). Format: Portable Network Graphics . Version: 1

readme-en_qdsd414k.txt

Sep 27, 2024 - Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales

Texto plano - 5,3 KB -

Documentation

readme-es_qdsd414k.txt

Sep 27, 2024 - Subset of Quick, Draw! dataset for neural network pre-training / Subconjunto del conjunto de datos Quick, Draw! para pre-entrenamiento de redes neuronales

Texto plano - 6,3 KB -

Documentation