Carmen Serrano

55 papers B 12C 3Misc 2Journal 24Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mitigating Overfitting in Medical Imaging: Self-Supervised Pretraining vs. ImageNet Transfer Learning for Dermatological Diagnosis. CoRR Iván Matas, Carmen Serrano, Miguel Nogales, David Moreno, Lara Ferrándiz, Teresa Ojeda, Begoña Acha
2025	C	`conf`	Radiomics-Based Characterization of Hematologic Toxicity in Lung-Cancer Radiotherapy. BIBE Guillermo Canterla, Begoña Acha, Manuel Borrego, José Luis López, Carmen Serrano
2025	C	`conf`	Skin Lesion Prioritization: How AI Systems Fail When Tested Using Real-Scenario Databases. BIBE Paula Vázquez, Iván Matas, Carmen Serrano, Lara Ferrándiz, David Moreno, Amalia Serrano, Teresa Ojeda, Begoña Acha
2024	J	`jnl`	AI-Driven Skin Cancer Diagnosis: Grad-CAM and Expert Annotations for Enhanced Interpretability. CoRR Iván Matas, Carmen Serrano, Francisca Silva, Amalia Serrano, Tomás Toledo-Pastrana, Begoña Acha
2024	J	`jnl`	Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools. CoRR Francisca Silva-Clavería, Carmen Serrano, Iván Matas, Amalia Serrano, Tomás Toledo-Pastrana, David Moreno-Ramírez, Begoña Acha
2024	J	`jnl`	Robust Melanoma Thickness Prediction via Deep Transfer Learning enhanced by XAI Techniques. CoRR Miguel Nogales, Begoña Acha, Fernando Alarcón, José Pereyra, Carmen Serrano
2022	J	`jnl`	Clinically Inspired Skin Lesion Classification through the Detection of Dermoscopic Criteria for Basal Cell Carcinoma. J. Imaging Carmen Serrano, Manuel Lazo, Amalia Serrano, Tomás Toledo-Pastrana, Rubén Barros-Tornay, Begoña Acha
2020	B	`conf`	Multi-label segmentation of bone, muscle, and fat in CT volumes via convex relaxation. Image Processing José Antonio Pérez-Carrasco, Begoña Acha, Carmen Serrano
2019	J	`jnl`	Statistical Detection of Colors in Dermoscopic Images With a Texton-Based Estimation of Probabilities. IEEE J. Biomed. Health Informatics Aurora Sáez, Begoña Acha, Amalia Serrano, Carmen Serrano
2018	J	`jnl`	Joint segmentation of bones and muscles using an intensity and histogram-based energy minimization approach. Comput. Methods Programs Biomed. José Antonio Pérez-Carrasco, Begoña Acha, Cristina Suárez-Mejías, Jose Luis Lopez-Guerra, Carmen Serrano
2017	—	`conf`	Automatic Detection of Globules, Streaks and Pigment Network Based on Texture and Color Analysis in Dermoscopic Images. ICIAR Amaya Jiménez, Carmen Serrano, Begoña Acha
2017	C	`conf`	Segmentation of Bone Structures by Removal of Skin and using a Convex Relaxation Technique. ICPRAM José Antonio Pérez-Carrasco, Begoña Acha, Cristina Suárez-Mejías, Carmen Serrano
2017	J	`jnl`	Three-dimensional segmentation of retroperitoneal masses using continuous convex relaxation and accumulated gradient distance for radiotherapy planning. Medical Biol. Eng. Comput. Cristina Suarez-Mejias, José Antonio Pérez-Carrasco, Carmen Serrano, Jose Luis Lopez-Guerra, Carlos Luis Parra Calderón, Tomás Gómez-Cía, Begoña Acha
2017	J	`jnl`	Validation of a method for retroperitoneal tumor segmentation. Int. J. Comput. Assist. Radiol. Surg. Cristina Suárez-Mejías, José Antonio Pérez-Carrasco, Carmen Serrano, Jose Luis Lopez-Guerra, Tomás Gómez-Cía, Carlos Luis Parra Calderón, Begoña Acha
2015	J	`jnl`	3D surgical planning in patients affected by lipodystrophy. Comput. Medical Imaging Graph. José Antonio Pérez-Carrasco, Begoña Acha, Tomás Gómez-Cía, R. A. Lopez-Garcia, Carlos Delgado, Carmen Serrano
2015	—	`conf`	Automatic Landmarks Detection in Breast Reconstruction Aesthetic Assessment. MIE Francisco Núñez-Benjumea, Carmen Serrano, Begoña Acha
2015	B	`conf`	Segmentation of bone structures in 3D CT images based on continuous max-flow optimization. Image Processing José Antonio Pérez-Carrasco, Begoña Acha-Piñero, Carmen Serrano
2014	J	`jnl`	Model-Based Classification Methods of Global Patterns in Dermoscopic Images. IEEE Trans. Medical Imaging Aurora Sáez, Carmen Serrano, Begoña Acha
2014	J	`jnl`	Normalized Cut optimization based on color perception findings. A comparative study. Mach. Vis. Appl. Aurora Sáez, Carmen Serrano, Begoña Acha
2013	J	`jnl`	Burn Depth Analysis Using Multidimensional Scaling Applied to Psychophysical Experiment Data. IEEE Trans. Medical Imaging Begoña Acha, Carmen Serrano, Irene Fondón, Tomás Gómez-Cía
2013	J	`jnl`	Development and evaluation of perceptually adapted colour gradients. IET Image Process. Aurora Sáez, Carlos S. Mendoza, Begoña Acha, Carmen Serrano
2013	J	`jnl`	Linearized Multidimensional Earth-Mover's-Distance Gradient Flows. IEEE Trans. Image Process. Carlos S. Mendoza, José Antonio Pérez-Carrasco, Aurora Sáez, Begoña Acha, Carmen Serrano
2013	J	`jnl`	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. José Antonio Pérez-Carrasco, Bo Zhao, Carmen Serrano, Begoña Acha, Teresa Serrano-Gotarredona, Shoushun Chen, Bernabé Linares-Barranco
2013	J	`jnl`	Pattern classification of dermoscopy images: A perceptually uniform model. Pattern Recognit. Qaisar Abbas, M. Emre Celebi, Carmen Serrano, Irene Fondón García, Guangzhi Ma
2012	—	`conf`	Automatic Cup-to-Disc Ratio Estimation Using Active Contours and Color Clustering in Fundus Images for Glaucoma Diagnosis. ICIAR (2) Irene Fondón, Francisco Núñez, Mercedes Tirado, Soledad Jiménez, Pedro Alemany, Qaisar Abbas, Carmen Serrano, Begoña Acha
2012	—	`conf`	CIELAB based system for burn depth estimation. CGIV Aurora Sáez, Begoña Acha, Carmen Serrano
2012	—	`conf`	Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions. ISBI Carlos S. Mendoza, George R. Washko, James C. Ross, Alejandro A. Díaz, David A. Lynch, James D. Crapo, Edward K. Silverman, Begoña Acha, Carmen Serrano, Raúl San José Estépar
2012	J	`jnl`	Fast parameter-free region growing segmentation with application to surgical planning. Mach. Vis. Appl. Carlos S. Mendoza, Begoña Acha, Carmen Serrano, Tomás Gómez-Cía
2012	—	`conf`	Optic Disc segmentation based on level-set and colour gradients. CGIV Aurora Sáez, Irene Fondón, Begoña Acha, Soledad Jiménez, Pedro Alemany, Qaisar Abbas, Carmen Serrano
2012	—	`conf`	Segmentation of Muscle Fibres in Fluorescence Microscopy Images. ICIAR (2) Aurora Sáez, Adoración Montero-Sánchez, Luis M. Escudero, Begoña Acha, Carmen Serrano
2011	B	`conf`	Multi-dimensional earth mover's distance active contours. ICIP Carlos S. Mendoza, Germán Bohórquez-Ruiz, Begoña Acha, Carmen Serrano
2010	—	`conf`	Evaluation Perceptual Color Edge Detection Algorithms. CGIV/MCS Aurora Sáez, Carmen Serrano, Begoña Acha
2010	J	`jnl`	Fast vision through frameless event-based sensing and convolutional processing: application to texture recognition. IEEE Trans. Neural Networks José Antonio Pérez-Carrasco, Begoña Acha, Carmen Serrano, Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2010	—	`conf`	Perceptually Adapted Color-Texture Image Segmentation Algorithm based on K-dimensional Multi-Step Region Growing. CGIV/MCS Irene Fondón, Carmen Serrano, Begoña Acha
2010	—	`conf`	Segmentation and classification of dermatological lesions. Computer-Aided Diagnosis Aurora Sáez, Begoña Acha, Carmen Serrano
2010	B	`conf`	Spike-Based Convolutional Network for Real-Time Processing. ICPR José Antonio Pérez-Carrasco, Carmen Serrano, Begoña Acha, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2009	J	`jnl`	Detection of microcalcifications in mammograms using error of prediction and statistical measures. J. Electronic Imaging Begoña Acha, Carmen Serrano, Rangaraj M. Rangayyan, J. E. Leo Desautels
2009	B	`conf`	Pattern Analysis of Dermoscopic Images Based on FSCM Color Markov Random Fields. ACIVS Carlos S. Mendoza, Carmen Serrano, Begoña Acha
2009	J	`jnl`	Pattern analysis of dermoscopic images based on Markov random fields. Pattern Recognit. Carmen Serrano, Begoña Acha
2009	B	`conf`	Scale invariant descriptors in pattern analysis of melanocytic lesions. ICIP Carlos S. Mendoza, Carmen Serrano, Begoña Acha
2009	B	`conf`	Self-assessed Contrast-Maximizing Adaptive Region Growing. ACIVS Carlos S. Mendoza, Begoña Acha, Carmen Serrano, Tomás Gómez-Cía
2009	J	`jnl`	The virtual reality tool VirSSPA in planning DIEP microsurgical breast reconstruction. Int. J. Comput. Assist. Radiol. Surg. Tomás Gómez-Cía, Purificación Gacto-Sánchez, D. Sicilia, Cristina Suárez-Mejías, Begoña Acha, Carmen Serrano, C. Parra, J. De La Higuera
2009	J	`jnl`	VirSSPA- A virtual reality tool for surgical planning workflow. Int. J. Comput. Assist. Radiol. Surg. Cristina Suárez-Mejías, Begoña Acha, Carmen Serrano, C. Parra, T. Gómez
2008	B	`conf`	Event based vision sensing and processing. ICIP José Antonio Pérez-Carrasco, Carmen Serrano, Begoña Acha, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2007	—	`conf`	Color and texture based segmentation algorithm for multicolor textured images. VISAPP (1) Irene Fondón, Carmen Serrano, Begoña Acha
2007	Misc	`conf`	Segmentation of Skin Cancer Images Based on Multistep Region Growing. MVA Irene Fondón, Carmen Serrano, Begoña Acha
2006	—	`conf`	New Characteristics for the Classification of Burns: Experimental Study. ICIAR (2) Irene Fondón, Begoña Acha, Carmen Serrano, Manuel Sosa
2004	B	`conf`	2D adaptive filtering and region growing algorithm for the detection of microaneurysms in retinal angiograms. Image Processing Carmen Serrano, Begoña Acha, Sergio Revuelto
2004	B	`conf`	Classification of burn wounds using support vector machines. Image Processing Begoña Acha, Carmen Serrano, Sergio Palencia, Juan Jose Murillo
2003	—	`conf`	Automatic detection of microaneurysms in retinal angiograms. CARS Begoña Acha, Carmen Serrano
2003	—	`conf`	CAD Tool for Burn Diagnosis. IPMI Begoña Acha, Carmen Serrano, José I. Acha, Laura M. Roa
2003	B	`conf`	Segmentation of burn images based on color and texture information. Image Processing Carmen Serrano, Begoña Acha, José Ignacio Acha
2002	B	`conf`	Segmentation of burn images using the Luv* space and classification of their depths by color and texture imformation. Image Processing Begoña Acha-Piñero, Carmen Serrano, José Ignacio Acha
2001	J	`jnl`	Segmentation-based lossless compression of burn wound images. J. Electronic Imaging Carmen Serrano, Begoña Acha-Piñero, Rangaraj M. Rangayyan, Laura M. Roa
1999	Misc	`conf`	Segmentation-Based Lossless Compression for Color Images. ICIAP Carmen Serrano, Begoña Acha, Rangaraj M. Rangayyan