Clara I. Sánchez
Clara I. Sánchez
Associate Professor, Diagnostic Image Analysis Group, Radboud University Nijmegen Medical Centre
Dirección de correo verificada de radboudumc.nl - Página principal
TítuloCitado porAño
A survey on deep learning in medical image analysis
G Litjens, T Kooi, BE Bejnordi, AAA Setio, F Ciompi, M Ghafoorian, ...
Medical image analysis 42, 60-88, 2017
15282017
Retinopathy online challenge: automatic detection of microaneurysms in digital color fundus photographs
M Niemeijer, B Van Ginneken, MJ Cree, A Mizutani, G Quellec, ...
IEEE transactions on medical imaging 29 (1), 185-195, 2009
3702009
Pulmonary nodule detection in CT images: false positive reduction using multi-view convolutional networks
AAA Setio, F Ciompi, G Litjens, P Gerke, C Jacobs, SJ Van Riel, ...
IEEE transactions on medical imaging 35 (5), 1160-1169, 2016
3382016
Large scale deep learning for computer aided detection of mammographic lesions
T Kooi, G Litjens, B Van Ginneken, A Gubern-Mérida, CI Sánchez, ...
Medical image analysis 35, 303-312, 2017
2442017
Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis
G Litjens, CI Sánchez, N Timofeeva, M Hermsen, I Nagtegaal, I Kovacs, ...
Scientific reports 6, 26286, 2016
2392016
Analysis of regularity in the EEG background activity of Alzheimer's disease patients with Approximate Entropy
D Abásolo, R Hornero, P Espino, J Poza, CI Sánchez, R de la Rosa
Clinical Neurophysiology 116 (8), 1826-1834, 2005
2072005
Retinal image analysis based on mixture models to detect hard exudates
CI Sánchez, M García, A Mayo, MI López, R Hornero
Medical Image Analysis 13 (4), 650-658, 2009
1762009
Neural network based detection of hard exudates in retinal images
M García, CI Sánchez, MI López, D Abásolo, R Hornero
Computer Methods and programs in biomedicine 93 (1), 9-19, 2009
1722009
A novel automatic image processing algorithm for detection of hard exudates based on retinal image analysis
CI Sanchez, R Hornero, MI Lopez, M Aboy, J Poza, D Abasolo
Medical engineering & physics 30 (3), 350-357, 2008
1532008
Fast convolutional neural network training using selective data sampling: Application to hemorrhage detection in color fundus images
MJJP van Grinsven, B van Ginneken, CB Hoyng, T Theelen, CI Sánchez
IEEE transactions on medical imaging 35 (5), 1273-1284, 2016
1422016
Retinal image analysis to detect and quantify lesions associated with diabetic retinopathy
CI Sánchez, R Hornero, MI Lopez, J Poza
The 26th Annual International Conference of the IEEE Engineering in Medicine …, 2004
1002004
Observer variability for classification of pulmonary nodules on low-dose CT images and its effect on nodule management
SJ van Riel, CI Sánchez, AA Bankier, DP Naidich, J Verschakelen, ...
Radiology 277 (3), 863-871, 2015
822015
Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects
R Hornero, D Abásolo, N Jimeno, CI Sánchez, J Poza, M Aboy
IEEE Transactions on Biomedical Engineering 53 (2), 210-218, 2006
742006
Location sensitive deep convolutional neural networks for segmentation of white matter hyperintensities
M Ghafoorian, N Karssemeijer, T Heskes, IWM van Uden, CI Sanchez, ...
Scientific Reports 7 (1), 5110, 2017
712017
Evaluation of a computer-aided diagnosis system for diabetic retinopathy screening on public data
CI Sánchez, M Niemeijer, AV Dumitrescu, MSA Suttorp-Schulten, ...
Investigative ophthalmology & visual science 52 (7), 4866-4871, 2011
642011
Computer-aided lesion diagnosis in automated 3-D breast ultrasound using coronal spiculation
T Tan, B Platel, H Huisman, CI Sánchez, R Mus, N Karssemeijer
IEEE transactions on medical imaging 31 (5), 1034-1042, 2012
622012
Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images
CI Sánchez, R Hornero, A Mayo, M García
Medical Imaging 2009: Computer-Aided Diagnosis 7260, 72601M, 2009
572009
Feature extraction and selection for the automatic detection of hard exudates in retinal images
M Garcia, R Hornero, CI Sánchez, MI López, A Díez
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
542007
Detection of hard exudates in retinal images using a radial basis function classifier
M Garcia, CI Sanchez, J Poza, MI López, R Hornero
Annals of biomedical engineering 37 (7), 1448-1463, 2009
532009
Regional analysis of spontaneous MEG rhythms in patients with Alzheimer’s disease using spectral entropies
J Poza, R Hornero, J Escudero, A Fernández, CI Sánchez
Annals of biomedical engineering 36 (1), 141-152, 2008
502008
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Artículos 1–20