Segmentation-Based Lossless Compression for Color Images. - Carmen Serrano; Begoña Acha; Rangaraj M. Rangayyan (ICIAP, 1999)

Segmentation-based lossless compression of burn wound images. - Carmen Serrano; Begoña Acha-Piñero; Rangaraj M. Rangayyan; Laura M. Roa (J. Electronic Imaging, 2001)

Segmentation of burn images using the L*u*v* space and classification of their depths by color and texture imformation. - Begoña Acha-Piñero; Carmen Serrano; José Ignacio Acha (Image Processing, 2002)

Automatic detection of microaneurysms in retinal angiograms. - Begoña Acha; Carmen Serrano (CARS, 2003)

CAD Tool for Burn Diagnosis. - Begoña Acha; Carmen Serrano; José I. Acha; Laura M. Roa (IPMI, 2003)

Segmentation of burn images based on color and texture information. - Carmen Serrano; Begoña Acha; José Ignacio Acha (Image Processing, 2003)

Classification of burn wounds using support vector machines. - Begoña Acha; Carmen Serrano; Sergio Palencia; Juan Jose Murillo (Image Processing, 2004)

2D adaptive filtering and region growing algorithm for the detection of microaneurysms in retinal angiograms. - Carmen Serrano; Begoña Acha; Sergio Revuelto (Image Processing, 2004)

New Characteristics for the Classification of Burns: Experimental Study. - Irene Fondón; Begoña Acha; Carmen Serrano; Manuel Sosa (ICIAR (2), 2006)

Segmentation of Skin Cancer Images Based on Multistep Region Growing. - Irene Fondón; Carmen Serrano; Begoña Acha (MVA, 2007)

Color and texture based segmentation algorithm for multicolor textured images. - Irene Fondón; Carmen Serrano; Begoña Acha (VISAPP (1), 2007)

Event based vision sensing and processing. - José Antonio Pérez-Carrasco; Carmen Serrano; Begoña Acha; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco (ICIP, 2008)

High-speed character recognition system based on a complex hierarchical AER architecture. - José Antonio Pérez-Carrasco; Teresa Serrano-Gotarredona; Carmen Serrano-Gotarredona; Begoña Acha; Bernabé Linares-Barranco (ISCAS, 2008)

On Real-Time AER 2-D Convolutions Hardware for Neuromorphic Spike-Based Cortical Processing. - Rafael Serrano-Gotarredona; Teresa Serrano-Gotarredona; Antonio Acosta-Jimenez; Carmen Serrano-Gotarredona; José Antonio Pérez-Carrasco; Bernabé Linares-Barranco; Alejandro Linares-Barranco; Gabriel Jiménez-Moreno; Antón Civit Balcells (IEEE Trans. Neural Networks, 2008)

Self-assessed Contrast-Maximizing Adaptive Region Growing. - Carlos S. Mendoza; Begoña Acha; Carmen Serrano; Tomás Gómez-Cía (ACIVS, 2009)

Pattern Analysis of Dermoscopic Images Based on FSCM Color Markov Random Fields. - Carlos S. Mendoza; Carmen Serrano; Begoña Acha (ACIVS, 2009)

Advanced Vision Processing Systems: Spike-Based Simulation and Processing. - José Antonio Pérez-Carrasco; Carmen Serrano-Gotarredona; Begoña Acha-Piñero; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco (ACIVS, 2009)

Scale invariant descriptors in pattern analysis of melanocytic lesions. - Carlos S. Mendoza; Carmen Serrano; Begoña Acha (ICIP, 2009)

The virtual reality tool VirSSPA in planning DIEP microsurgical breast reconstruction. - Tomás Gómez-Cía; Purificación Gacto-Sánchez; D. Sicilia; Cristina Suárez-Mejías; Begoña Acha; Carmen Serrano; C. Parra; J. De La Higuera (Int. J. Comput. Assist. Radiol. Surg., 2009)

VirSSPA- A virtual reality tool for surgical planning workflow. - Cristina Suárez-Mejías; Begoña Acha; Carmen Serrano; C. Parra; T. Gómez (Int. J. Comput. Assist. Radiol. Surg., 2009)

Detection of microcalcifications in mammograms using error of prediction and statistical measures. - Begoña Acha; Carmen Serrano; Rangaraj M. Rangayyan; J. E. Leo Desautels (J. Electronic Imaging, 2009)

Pattern analysis of dermoscopic images based on Markov random fields. - Carmen Serrano; Begoña Acha (Pattern Recognit., 2009)

Perceptually Adapted Color-Texture Image Segmentation Algorithm based on K-dimensional Multi-Step Region Growing. - Irene Fondón; Carmen Serrano; Begoña Acha (CGIV/MCS, 2010)

Evaluation Perceptual Color Edge Detection Algorithms. - Aurora Sáez; Carmen Serrano; Begoña Acha (CGIV/MCS, 2010)

Spike-Based Convolutional Network for Real-Time Processing. - José Antonio Pérez-Carrasco; Carmen Serrano; Begoña Acha; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco (ICPR, 2010)

Segmentation and classification of dermatological lesions. - Aurora Sáez; Begoña Acha; Carmen Serrano (Computer-Aided Diagnosis, 2010)

Fast vision through frameless event-based sensing and convolutional processing: application to texture recognition. - José Antonio Pérez-Carrasco; Begoña Acha; Carmen Serrano; Luis A. Camuñas-Mesa; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco (IEEE Trans. Neural Networks, 2010)

Multi-dimensional earth mover's distance active contours. - Carlos S. Mendoza; Germán Bohórquez-Ruiz; Begoña Acha; Carmen Serrano (ICIP, 2011)

CIELAB based system for burn depth estimation. - Aurora Sáez; Begoña Acha; Carmen Serrano (CGIV, 2012)

Optic Disc segmentation based on level-set and colour gradients. - Aurora Sáez; Irene Fondón; Begoña Acha; Soledad Jiménez; Pedro Alemany; Qaisar Abbas; Carmen Serrano (CGIV, 2012)

Automatic Cup-to-Disc Ratio Estimation Using Active Contours and Color Clustering in Fundus Images for Glaucoma Diagnosis. - Irene Fondón; Francisco Núñez; Mercedes Tirado; Soledad Jiménez; Pedro Alemany; Qaisar Abbas; Carmen Serrano; Begoña Acha (ICIAR (2), 2012)

Segmentation of Muscle Fibres in Fluorescence Microscopy Images. - Aurora Sáez; Adoración Montero-Sánchez; Luis M. Escudero; Begoña Acha; Carmen Serrano (ICIAR (2), 2012)

Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions. - Carlos S. Mendoza; George R. Washko; James C. Ross; Alejandro A. Díaz 001; David A. Lynch; James D. Crapo; Edward K. Silverman; Begoña Acha; Carmen Serrano; Raúl San José Estépar (ISBI, 2012)

Fast parameter-free region growing segmentation with application to surgical planning. - Carlos S. Mendoza; Begoña Acha; Carmen Serrano; Tomás Gómez-Cía (Mach. Vis. Appl., 2012)

Development and evaluation of perceptually adapted colour gradients. - Aurora Sáez; Carlos S. Mendoza; Begoña Acha; Carmen Serrano (IET Image Process., 2013)

Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate Coding and Coincidence Processing-Application to Feedforward ConvNets. - José Antonio Pérez-Carrasco; Bo Zhao 018; Carmen Serrano; Begoña Acha; Teresa Serrano-Gotarredona; Shoushun Chen; Bernabé Linares-Barranco (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Pattern classification of dermoscopy images: A perceptually uniform model. - Qaisar Abbas; M. Emre Celebi 001; Carmen Serrano; Irene Fondón García; Guangzhi Ma (Pattern Recognit., 2013)

Linearized Multidimensional Earth-Mover's-Distance Gradient Flows. - Carlos S. Mendoza; José Antonio Pérez-Carrasco; Aurora Sáez; Begoña Acha; Carmen Serrano (IEEE Trans. Image Process., 2013)

Burn Depth Analysis Using Multidimensional Scaling Applied to Psychophysical Experiment Data. - Begoña Acha; Carmen Serrano; Irene Fondón; Tomás Gómez-Cía (IEEE Trans. Medical Imaging, 2013)

Reflectance-Based Segmentation Using Photometric and Illumination Invariants. - José Antonio Pérez-Carrasco; Begoña Acha-Piñero; Carmen Serrano-Gotarredona; Theo Gevers (ICIAR (1), 2014)

Statistical-Based Segmentation of Bone Structures via Continuous Max-Flow Optimization. - José Antonio Pérez-Carrasco; Carmen Serrano-Gotarredona; Cristina Suarez-Mejias; Begoña Acha-Piñero (ICIAR (2), 2014)

Normalized Cut optimization based on color perception findings. A comparative study. - Aurora Sáez; Carmen Serrano; Begoña Acha (Mach. Vis. Appl., 2014)

Model-Based Classification Methods of Global Patterns in Dermoscopic Images. - Aurora Sáez; Carmen Serrano; Begoña Acha (IEEE Trans. Medical Imaging, 2014)

Automatic Landmarks Detection in Breast Reconstruction Aesthetic Assessment. - Francisco Núñez-Benjumea; Carmen Serrano; Begoña Acha (MIE, 2015)

Segmentation of bone structures in 3D CT images based on continuous max-flow optimization. - José Antonio Pérez-Carrasco; Begoña Acha-Piñero; Carmen Serrano (Image Processing, 2015)

3D surgical planning in patients affected by lipodystrophy. - José Antonio Pérez-Carrasco; Begoña Acha; Tomás Gómez-Cía; R. A. Lopez-Garcia; Carlos Delgado; Carmen Serrano (Comput. Medical Imaging Graph., 2015)

Automatic Detection of Globules, Streaks and Pigment Network Based on Texture and Color Analysis in Dermoscopic Images. - Amaya Jiménez; Carmen Serrano; Begoña Acha (ICIAR, 2017)

Segmentation of Bone Structures by Removal of Skin and using a Convex Relaxation Technique. - José Antonio Pérez-Carrasco; Begoña Acha; Cristina Suárez-Mejías; Carmen Serrano (ICPRAM, 2017)

Validation of a method for retroperitoneal tumor segmentation. - Cristina Suárez-Mejías; José Antonio Pérez-Carrasco; Carmen Serrano; Jose Luis Lopez-Guerra; Tomás Gómez-Cía; Carlos Luis Parra Calderón; Begoña Acha (Int. J. Comput. Assist. Radiol. Surg., 2017)

Three-dimensional segmentation of retroperitoneal masses using continuous convex relaxation and accumulated gradient distance for radiotherapy planning. - Cristina Suarez-Mejias; José Antonio Pérez-Carrasco; Carmen Serrano; Jose Luis Lopez-Guerra; Carlos Luis Parra Calderón; Tomás Gómez-Cía; Begoña Acha (Medical Biol. Eng. Comput., 2017)

Joint segmentation of bones and muscles using an intensity and histogram-based energy minimization approach. - José Antonio Pérez-Carrasco; Begoña Acha; Cristina Suárez-Mejías; Jose Luis Lopez-Guerra; Carmen Serrano (Comput. Methods Programs Biomed., 2018)

Statistical Detection of Colors in Dermoscopic Images With a Texton-Based Estimation of Probabilities. - Aurora Sáez; Begoña Acha; Amalia Serrano; Carmen Serrano (IEEE J. Biomed. Health Informatics, 2019)

Multi-label segmentation of bone, muscle, and fat in CT volumes via convex relaxation. - José Antonio Pérez-Carrasco; Begoña Acha; Carmen Serrano (Image Processing, 2020)

Clinically Inspired Skin Lesion Classification through the Detection of Dermoscopic Criteria for Basal Cell Carcinoma. - Carmen Serrano; Manuel Lazo; Amalia Serrano; Tomás Toledo-Pastrana; Rubén Barros-Tornay; Begoña Acha (J. Imaging, 2022)

Robust Melanoma Thickness Prediction via Deep Transfer Learning enhanced by XAI Techniques. - Miguel Nogales; Begoña Acha; Fernando Alarcón; José Pereyra; Carmen Serrano (CoRR, 2024)

Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools. - Francisca Silva-Clavería; Carmen Serrano; Iván Matas; Amalia Serrano; Tomás Toledo-Pastrana; David Moreno-Ramírez; Begoña Acha (CoRR, 2024)

AI-Driven Skin Cancer Diagnosis: Grad-CAM and Expert Annotations for Enhanced Interpretability. - Iván Matas; Carmen Serrano; Francisca Silva; Amalia Serrano; Tomás Toledo-Pastrana; Begoña Acha (CoRR, 2024)

Mitigating Overfitting in Medical Imaging: Self-Supervised Pretraining vs. ImageNet Transfer Learning for Dermatological Diagnosis. - Iván Matas; Carmen Serrano; Miguel Nogales; David Moreno; Lara Ferrándiz; Teresa Ojeda; Begoña Acha (CoRR, 2025)