José Santamaría

Research interests

Publications

• Comprehensive review of deep learning in orthopaedics: Applications, challenges, trustworthiness, and fusion

  Artificial Intelligence in Medicine · 2024 · 10.1016/j.artmed.2024.102935

• A systematic review of trustworthy and explainable artificial intelligence in healthcare: Assessment of quality, bias risk, and data fusion

  Information Fusion · 2023 · https://doi.org/10.1016/j.inffus.2023.03.008

• Fuzzy decision-making framework for explainable golden multi-machine learning models for real-time adversarial attack detection in Vehicular Ad-hoc Networks

  Information Fusion · 2023 · 10.1016/j.inffus.2023.102208

• A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications

  Journal Of Big Data · 2023 · 10.1186/s40537-023-00727-2

• Towards Risk‐Free Trustworthy Artificial Intelligence: Significance and Requirements

  International Journal of Intelligent Systems · 2023 · 10.1155/2023/4459198

• Review on Deep Learning Approaches for Anomaly Event Detection in Video Surveillance

  Electronics · 2022 · 10.3390/electronics12010029

• Face Recognition Based on Deep Learning and FPGA for Ethnicity Identification

  Applied Sciences · 2022 · 10.3390/app12052605

• IoT and Cloud Computing in Health-Care: A New Wearable Device and Cloud-Based Deep Learning Algorithm for Monitoring of Diabetes

  Electronics · 2021 · 10.3390/electronics10212719

• Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study

  PeerJ Computer Science · 2021 · 10.7717/peerj-cs.715

• Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

  Journal Of Big Data · 2021 · https://doi.org/10.1186/s40537-021-00444-8

• Robust application of new deep learning tools: an experimental study in medical imaging

  Multimedia Tools and Applications · 2021 · 10.1007/s11042-021-10942-9

• Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data

  Cancers · 2021 · 10.3390/cancers13071590

• A Comprehensive Review on Seismocardiogram: Current Advancements on Acquisition, Annotation, and Applications

  Mathematics · 2021 · 10.3390/math9182243

• Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study

  Applied Sciences · 2020 · 10.3390/app10134523

• Intensity-based image registration using scatter search

  Artificial Intelligence in Medicine · 2014 · 10.1016/j.artmed.2014.01.006

• Modeling the Skull–Face Overlay Uncertainty Using Fuzzy Sets

  IEEE Transactions on Fuzzy Systems · 2011 · 10.1109/tfuzz.2011.2158220

• Medical Image Registration Using Evolutionary Computation: An Experimental Survey

  IEEE Computational Intelligence Magazine · 2011 · 10.1109/mci.2011.942582

• A comparative study of state-of-the-art evolutionary image registration methods for 3D modeling

  Computer Vision and Image Understanding · 2011 · 10.1016/j.cviu.2011.05.006

• Forensic identification by computer-aided craniofacial superimposition

  ACM Computing Surveys · 2011 · 10.1145/1978802.1978806

• An experimental study on the applicability of evolutionary algorithms to craniofacial superimposition in forensic identification

  Information Sciences · 2009 · 10.1016/j.ins.2008.12.029

• Performance evaluation of memetic approaches in 3D reconstruction of forensic objects

  Soft Computing · 2008 · 10.1007/s00500-008-0351-7

• A new variant of the Pathfinder algorithm to generate large visual science maps in cubic time

  Information Processing & Management · 2007 · 10.1016/j.ipm.2007.09.005

• Feature-based image registration by means of the CHC evolutionary algorithm

  Image and Vision Computing · 2006 · 10.1016/j.imavis.2006.02.002

• A fast and accurate approach for 3D image registration using the scatter search evolutionary algorithm

  Pattern Recognition Letters · 2006 · 10.1016/j.patrec.2005.07.017

• A scatter search-based technique for pair-wise 3D range image registration in forensic anthropology

  Soft Computing · 2006 · 10.1007/s00500-006-0132-0

Current projects

No projects listed.