Daniel Ruiz Fernández

Orcid: 0000-0002-8919-8863

According to our database1, Daniel Ruiz Fernández authored at least 54 papers between 2003 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2022
Analyzing the use of artificial intelligence for the management of chronic obstructive pulmonary disease (COPD).
Int. J. Medical Informatics, 2022

Prediction of the mode of delivery using artificial intelligence algorithms.
Comput. Methods Programs Biomed., 2022

2021
Fundamentals of artificial metaplasticity in radial basis function networks for breast cancer classification.
Neural Comput. Appl., 2021

Synaptic metaplasticity for image processing enhancement in convolutional neural networks.
Neurocomputing, 2021

Diabetic retinopathy detection through convolutional neural networks with synaptic metaplasticity.
Comput. Methods Programs Biomed., 2021

2020
A DCP-based Method for Improving Laparoscopic Images.
J. Medical Syst., 2020

Business Process Management for optimizing clinical processes: A systematic literature review.
Health Informatics J., 2020

2019
A decision support system for predicting the treatment of ectopic pregnancies.
Int. J. Medical Informatics, 2019

2018
A Distributed Model for Stressors Monitoring Based on Environmental Smart Sensors.
Sensors, 2018

Application of the BPM Strategy to the Management of the COPD Clinical Process.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

2017
Monitoring-Based Model for Personalizing the Clinical Process of Crohn's Disease.
Sensors, 2017

Empowerment of Patients with Hypertension through BPM, IoT and Remote Sensing.
Sensors, 2017

Impact of Missing Clinical Data for the Monitoring of Patients with Chronic Diseases.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Proposal for Monitoring the Stress Through the Sensing of Environmental Variables in a Workplace.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

A Support System for Cardiopulmonary Resuscitation Technique Using Wearable Devices.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

A Knowledge-Based Clinical Decision Support System for Monitoring Chronic Patients.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Architecture of a Monitoring System for Hipertensive Patients.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

2016
Using machine learning methods for predicting inhospital mortality in patients undergoing open repair of abdominal aortic aneurysm.
J. Biomed. Informatics, 2016

Heuristic method for searches on large data-sets organised using network models.
Int. J. Syst. Sci., 2016

Automatic Abdominal Aortic Aneurysm segmentation in MR images.
Expert Syst. Appl., 2016

Aid decision algorithms to estimate the risk in congenital heart surgery.
Comput. Methods Programs Biomed., 2016

Personalised Support System for Hypertensive Patients Based on Genetic Algorithms.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Business Process Management for the Crohn's Disease Clinical Process.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Management of the Hypertension: An Architecture Based on BPM Integration.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

2015
Model for the integration of heterogeneous diagnosis support systems.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Abstracting Classification Models Heterogeneity to Build Clinical Group Diagnosis Support Systems.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

Swarm intelligence applied to the risk evaluation for congenital heart surgery.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Influence of the surrounded tissue in the detection of microcalcifications using wavelets.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Growing Neural Gas approach for obtaining homogeneous maps by restricting the insertion of new nodes.
Neural Networks, 2014

2013
Mathematical modelling of the lower urinary tract.
Comput. Methods Programs Biomed., 2013

Power line interference filtering on surface electromyography based on the stationary wavelet packet transform.
Comput. Methods Programs Biomed., 2013

Use of Multilayer Perceptron vs. Distance Measurement Methods for Classification of Exercises in Telerehabilitation.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

Electrooculogram filtering using wavelet and wavelet packet transforms.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
eFisioTrack: A Telerehabilitation Platform for Monitoring Prescribed Therapeutic Exercises in Orthopaedic Injuries.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012

Ubiquitous low-cost sports training system for athletes.
Proceedings of the Euro-American Conference on Telematics and Information Systems, 2012

2011
A decision support system for the diagnosis of melanoma: A comparative approach.
Expert Syst. Appl., 2011

Modelling of urological dysfunctions with neurological etiology by means of their centres involved.
Appl. Soft Comput., 2011

Neural Networks versus Genetic Algorithms as Medical Classifiers.
Proceedings of the Foundations on Natural and Artificial Computation, 2011

Use of radial basis functions in computer-aided diagnosis of prostate cancer.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Integrating Data Mining Models from Distributed Data Sources.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

Decision Support System for the Diagnosis of Urological Dysfunctions Based on Fuzzy Logic.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

A Distributed Clinical Decision Support System Applied to Prostate Cancer Diagnosis.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

2009
Application of artificial neural networks in the diagnosis of urological dysfunctions.
Expert Syst. Appl., 2009

2008
A robust model of the neuronal regulator of the lower urinary tract based on artificial neural networks.
Neurocomputing, 2008

Application of Hidden Markov Models to Melanoma Diagnosis.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008

Artificial Neural Networks for Diagnoses of Dysfunctions in Urology.
Proceedings of the First International Conference on Health Informatics, 2008

2007
Embedded system for diagnosing dysfunctions in the lower urinary tract.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Normalising Brain PET Images.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

2006
Ubiquitous Diagnosis: Assurance through Distribution and Collaboration.
Proceedings of the 1st International ICST Conference on Pervasive Computing Technologies for Healthcare, 2006

Development of an artificial neural network for helping to diagnose diseases in urology.
Proceedings of the 1st International ICST Conference on Bio Inspired Models of Network, 2006

2005
Mobile Agent System Framework Suitable for Scalable Networks.
Comput. Artif. Intell., 2005

Modelling of Dysfunctions in the Neuronal Control of the Lower Urinary Tract.
Proceedings of the Mechanisms, 2005

2004
Modeling the Distributed Control of the Lower Urinary Tract Using a Multiagent System.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

2003
Simulation of the Neuronal Regulator of the Lower Urinary Tract Using a Multiagent System.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003


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