Ricardo Guerrero
机构: Samsung AI Center - Cambridge
每年引用次数
引用次数
引用: 4,714
H-指数: 26
I10-指数 : 42
出版物: 79
Limited One-time Sampling Irregularity Age Map (LOTS-IAM): Automatic Unsupervised Detection of Brain White Matter Abnormalities in Structural Magnetic Resonance Images
Muhammad Febrian Rachmadia , Maria del C Valdés-Hernándezb , Hongwei Lic , Ricardo Enrique
bioRxiv 334292
2
2018
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks
Alexander Hammers , Maria del C. Valdés Hernández , David Alexander Dickie , Paul Bentley
arXiv: Computer Vision and Pattern Recognition
419
2018
The Art of Food: Meal Image Synthesis from Ingredients.
Vladimir Pavlovic , Fangda Han , Ricardo Guerrero
arXiv: Computer Vision and Pattern Recognition
4
2019
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes
Ognjen (Oggi) Rudovic , Rosalind W. Picard , Daniel Rueckert , Ricardo Guerrero
Machine Learning for Healthcare Conference 181 -196
1
2019
MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs
Vladimir Pavlovic , Fangda Han , Ricardo Guerrero , Guoyao Hao
arXiv: Computer Vision and Pattern Recognition
1
2020
CookGAN: Meal Image Synthesis from Ingredients
Fangda Han , Ricardo Guerrero , Vladimir Pavlovic
Unknown Journal
20
2020
Picture-to-Amount (PITA): Predicting Relative Ingredient Amounts from Food Images
Vladimir Pavlovic , Fangda Han , Ricardo Guerrero , Jiatong Li
international conference on pattern recognition 10343 -10350
2021
Manifold Alignment and Transfer Learning for Classification of Alzheimer's Disease
Ricardo Guerrero , Christian Ledig , Daniel Rueckert
International Workshop on Machine Learning in Medical Imaging 77 -84
43
2014
Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer's disease.
Sarah Parisot , Sofia Ira Ktena , Enzo Ferrante , Matthew Lee
Medical Image Analysis 48 117 -130
344
2018
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge
Esther E Bron , Marion Smits , Wiesje M Van Der Flier , Hugo Vrenken
NeuroImage 111 562 -579
203
2015
Multi-input Cardiac Image Super-Resolution Using Convolutional Neural Networks
Ozan Oktay , Wenjia Bai , Matthew Lee , Ricardo Guerrero
medical image computing and computer assisted intervention 246 -254
237
2016
Personalized Gaussian Processes for Forecasting of Alzheimer’s Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13)
Yuria Utsumil , Ognjen Oggi Rudovicl , Kelly Petersonl , Ricardo Guerrero
international conference of the ieee engineering in medicine and biology society 2018 4007 -4011
3
2018
Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease.
Alexander Schmidt-Richberg , , Ricardo Guerrero , Christian Ledig
information processing in medical imaging 24 387 -398
17
2015
Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier.
Antti Tolonen , Hanneke FM Rhodius-Meester , Marie Bruun , Juha Koikkalainen
Frontiers in Aging Neuroscience 10 111
11
2018
Learning Biomarker Models for Progression Estimation of Alzheimer’s Disease
Alexander Schmidt-Richberg , Christian Ledig , Ricardo Guerrero , Helena Molina-Abril
PLOS ONE 11 ( 4) e0153040
18
2016
Deep Cooking: Predicting Relative Food Ingredient Amounts from Images
Jiatong Li , Ricardo Guerrero , Vladimir Pavlovic
acm multimedia 2 -6
6
2019
Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study.
Marie Bruun , Kristian S Frederiksen , Hanneke FM Rhodius-Meester , Marta Baroni
Current Alzheimer Research 16 ( 2) 91 -101
11
2019
Landmark localisation in brain MR images using feature point descriptors based on 3D local self-similarities
Ricardo Guerrero , Luis Pizarro , Robin Wolz , Daniel Rueckert
2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) 1535 -1538
7
2012
A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease
Tong Tong , Qinquan Gao , Ricardo Guerrero , Christian Ledig
IEEE Transactions on Biomedical Engineering 64 ( 1) 155 -165
132
2017
A large margin algorithm for automated segmentation of white matter hyperintensity
Chen Qin , Ricardo Guerrero , Christopher Bowles , Liang Chen
Pattern Recognition 77 150 -159
11
2018