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Rocío del Amor
Rocío del Amor
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Year
PICaSSO Histologic Remission Index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting clinical …
X Gui, A Bazarova, R Del Amor, M Vieth, G De Hertogh, V Villanacci, ...
Gut 71 (5), 889-898, 2022
622022
Artificial intelligence enabled histological prediction of remission or activity and clinical outcomes in ulcerative colitis
M Iacucci, TL Parigi, R Del Amor, P Meseguer, G Mandelli, A Bozzola, ...
Gastroenterology 164 (7), 1180-1188. e2, 2023
312023
Automatic segmentation of epidermis and hair follicles in optical coherence tomography images of normal skin by convolutional neural networks
R Del Amor, S Morales, A Colomer, M Mogensen, M Jensen, ...
Frontiers in Medicine 7, 220, 2020
272020
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in whole slide images
R Del Amor, L Launet, A Colomer, A Moscardó, A Mosquera-Zamudio, ...
Artificial intelligence in medicine 121, 102197, 2021
262021
A virtual chromoendoscopy artificial intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in ulcerative colitis
M Iacucci, R Cannatelli, TL Parigi, OM Nardone, GE Tontini, N Labarile, ...
Endoscopy 55 (04), 332-341, 2023
232023
Circumpapillary OCT-focused hybrid learning for glaucoma grading using tailored prototypical neural networks
G García, R Del Amor, A Colomer, R Verdú-Monedero, ...
Artificial Intelligence in Medicine 118, 102132, 2021
212021
A deep embedded refined clustering approach for breast cancer distinction based on DNA methylation
R Amor, A Colomer, C Monteagudo, V Naranjo
Neural Computing and Applications, 1-13, 2022
192022
Glaucoma detection from raw circumpapillary oct images using fully convolutional neural networks
G García, R del Amor, A Colomer, V Naranjo
2020 IEEE international conference on image processing (ICIP), 2526-2530, 2020
182020
Constrained multiple instance learning for ulcerative colitis prediction using histological images
R Del Amor, P Meseguer, TL Parigi, V Villanacci, A Colomer, L Launet, ...
Computer methods and programs in biomedicine 224, 107012, 2022
132022
Automatic segmentation of the retinal nerve fiber layer by means of mathematical morphology and deformable models in 2d optical coherence tomography imaging
R Berenguer-Vidal, R Verdú-Monedero, J Morales-Sánchez, ...
Sensors 21 (23), 8027, 2021
102021
OP15 A new simplified histology artificial intelligence system for accurate assessment of remission in ulcerative colitis
V Villanacci, TL Parigi, R Del Amor, P Mesguer Esbrì, X Gui, A Bazarova, ...
Journal of Crohn's and Colitis 16 (Supplement_1), i015-i017, 2022
92022
Retinal layer segmentation in rodent OCT images: Local intensity profiles & fully convolutional neural networks
S Morales, A Colomer, JM Mossi, R Del Amor, D Woldbye, K Klemp, ...
Computer Methods and Programs in Biomedicine 198, 105788, 2021
92021
Labeling confidence for uncertainty-aware histology image classification
R Del Amor, J Silva-Rodríguez, V Naranjo
Computerized Medical Imaging and Graphics 107, 102231, 2023
52023
Multi-resolution framework for spitzoid neoplasm classification using histological data
R Del Amor, FJ Curieses, L Launet, A Colomer, A Moscardó, ...
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022
42022
Towards automatic glaucoma assessment: An encoder-decoder cnn for retinal layer segmentation in rodent oct images
R Del Amor, S Morales, A n Colomer, JM Mossi, D Woldbye, K Klemp, ...
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
42019
A self-contrastive learning framework for skin cancer detection using histological images
R del Amor, A Colomer, S Morales, C Pulgarín-Ospina, L Terradez, ...
2022 IEEE International Conference on Image Processing (ICIP), 2291-2295, 2022
32022
An attention-based weakly supervised framework for spitzoid melanocytic lesion diagnosis in WSI
R del Amor, L Launet, A Colomer, A Moscardó, A Mosquera-Zamudio, ...
arXiv preprint arXiv:2104.09878, 2021
32021
A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models
A Mosquera-Zamudio, L Launet, R Del Amor, A Moscardó, A Colomer, ...
Scientific Data 10 (1), 704, 2023
22023
Durable 3D murine ex vivo retina glaucoma models for optical coherence tomography
Á Barroso, S Ketelhut, G Nettels-Hackert, P Heiduschka, R Del Amor, ...
Biomedical Optics Express 14 (9), 4421-4438, 2023
22023
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration
CC Pulgarín-Ospina, R del Amor, A Colomera, J Silva-Rodríguez, ...
arXiv preprint arXiv:2307.07525, 2023
22023
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