Carmen Serrano
Orcid: 0000-0003-3008-6231
According to our database1,
Carmen Serrano
authored at least 57 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
AI-Driven Skin Cancer Diagnosis: Grad-CAM and Expert Annotations for Enhanced Interpretability.
CoRR, 2024
Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools.
CoRR, 2024
Robust Melanoma Thickness Prediction via Deep Transfer Learning enhanced by XAI Techniques.
CoRR, 2024
2022
Clinically Inspired Skin Lesion Classification through the Detection of Dermoscopic Criteria for Basal Cell Carcinoma.
J. Imaging, 2022
2020
Multi-label segmentation of bone, muscle, and fat in CT volumes via convex relaxation.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
2019
Statistical Detection of Colors in Dermoscopic Images With a Texton-Based Estimation of Probabilities.
IEEE J. Biomed. Health Informatics, 2019
2018
Joint segmentation of bones and muscles using an intensity and histogram-based energy minimization approach.
Comput. Methods Programs Biomed., 2018
2017
Three-dimensional segmentation of retroperitoneal masses using continuous convex relaxation and accumulated gradient distance for radiotherapy planning.
Medical Biol. Eng. Comput., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Segmentation of Bone Structures by Removal of Skin and using a Convex Relaxation Technique.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Automatic Detection of Globules, Streaks and Pigment Network Based on Texture and Color Analysis in Dermoscopic Images.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
2015
Comput. Medical Imaging Graph., 2015
Segmentation of bone structures in 3D CT images based on continuous max-flow optimization.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
2014
IEEE Trans. Medical Imaging, 2014
Mach. Vis. Appl., 2014
Statistical-Based Segmentation of Bone Structures via Continuous Max-Flow Optimization.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
2013
Burn Depth Analysis Using Multidimensional Scaling Applied to Psychophysical Experiment Data.
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Image Process., 2013
Pattern Recognit., 2013
Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate Coding and Coincidence Processing-Application to Feedforward ConvNets.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
IET Image Process., 2013
2012
Fast parameter-free region growing segmentation with application to surgical planning.
Mach. Vis. Appl., 2012
Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Automatic Cup-to-Disc Ratio Estimation Using Active Contours and Color Clustering in Fundus Images for Glaucoma Diagnosis.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Proceedings of the 6th European Conference on Colour in Graphics, Imaging, and Vision, 2012
Proceedings of the 6th European Conference on Colour in Graphics, Imaging, and Vision, 2012
2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
Fast vision through frameless event-based sensing and convolutional processing: application to texture recognition.
IEEE Trans. Neural Networks, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 5th European Conference on Colour in Graphics, 2010
Perceptually Adapted Color-Texture Image Segmentation Algorithm based on K-dimensional Multi-Step Region Growing.
Proceedings of the 5th European Conference on Colour in Graphics, 2010
2009
Pattern Recognit., 2009
Detection of microcalcifications in mammograms using error of prediction and statistical measures.
J. Electronic Imaging, 2009
Int. J. Comput. Assist. Radiol. Surg., 2009
The virtual reality tool VirSSPA in planning DIEP microsurgical breast reconstruction.
Int. J. Comput. Assist. Radiol. Surg., 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009
2008
On Real-Time AER 2-D Convolutions Hardware for Neuromorphic Spike-Based Cortical Processing.
IEEE Trans. Neural Networks, 2008
High-speed character recognition system based on a complex hierarchical AER architecture.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the International Conference on Image Processing, 2008
2007
Color and texture based segmentation algorithm for multicolor textured images.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007
2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
2004
2D adaptive filtering and region growing algorithm for the detection of microaneurysms in retinal angiograms.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the Information Processing in Medical Imaging, 2003
Automatic detection of microaneurysms in retinal angiograms.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003
2002
Segmentation of burn images using the L*u*v* space and classification of their depths by color and texture imformation.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
2001
J. Electronic Imaging, 2001
1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999