Ricardo Guerrero
Publications by Year
Research Areas
Dementia and Cognitive Impairment Research, Medical Image Segmentation Techniques, Image Retrieval and Classification Techniques, Advanced Image and Video Retrieval Techniques, Health, Environment, Cognitive Aging
Most-Cited Works
- → Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease(2018)732 cited
- → GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks(2018)359 cited
- → Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge(2015)343 cited
- → Heterogeneous sub-continuum ionic transport in statistically isolated graphene nanopores(2015)258 cited
- → White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks(2017)236 cited
- → Multi-input Cardiac Image Super-Resolution Using Convolutional Neural Networks(2016)223 cited
- → Multiple instance learning for classification of dementia in brain MRI(2014)209 cited
- → Differential diagnosis of neurodegenerative diseases using structural MRI data(2016)192 cited
- → Structural brain imaging in Alzheimer’s disease and mild cognitive impairment: biomarker analysis and shared morphometry database(2018)162 cited
- → A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease(2016)161 cited