Personal information

magnetic resonance imaging; computed tomography imaging; medical imaging;, machine learning, texture analysis
Spain

Activities

Employment (1)

Instituto Tecnológico de Informática: Valencia, ES

2022-01-17 to present | Researcher
Employment
Source: Self-asserted source
Silvia Ruiz España

Education and qualifications (4)

Universitat Oberta de Catalunya: Barcelona, ES

2022-01 | Máster Universitario en Ciencia de Datos
Education
Source: Self-asserted source
Silvia Ruiz España

Universitat Politècnica de València: Valencia, ES

2016 | Doctor of Philosophy
Education
Source: Self-asserted source
Silvia Ruiz España

Universitat Politècnica de València: Valencia, ES

2012 | Ingeniero de Telecomunicación
Education
Source: Self-asserted source
Silvia Ruiz España

Czech Technical University: Prague, CZ

2009 to 2010 | Erasmus scholarship
Education
Source: Self-asserted source
Silvia Ruiz España

Works (32)

Assessment and risk prediction of frailty using texture-based muscle ultrasound image analysis and machine learning techniques

Mechanisms of Ageing and Development
2023-10 | Journal article
Part of ISSN: 0047-6374
Contributors: Rebeca Mirón-Mombiela; Silvia Ruiz-España; David Moratal; Consuelo Borrás
Source: Self-asserted source
Silvia Ruiz España

Breast Cancer Diagnosis Using Texture and Shape Features in MRI

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2023-07-24 | Conference paper
Contributors: Pilar Castellote-Huguet; Silvia Ruiz-España; Cristián Galán-Auge; Jose Manuel Santabárbara; Alicia M. Maceira; David Moratal
Source: Self-asserted source
Silvia Ruiz España

MRI texture-based radiomics analysis for the identification of altered functional networks in alcoholic patients and animal models

Computerized Medical Imaging and Graphics
2023-03 | Journal article
Part of ISSN: 0895-6111
Source: Self-asserted source
Silvia Ruiz España

Analysis of New Biomarkers for the Study of Schizophrenia Following a Radiomics Approach on MR and PET Imaging

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022-07-11 | Conference paper
Contributors: Alejandro Carrasco-Poves; Silvia Ruiz-Espana; Claudia Regio Brambilla; Irene Neuner; Ravichandran Rajkumar; Shukti Ramkiran; Christoph Lerche; David Moratal
Source: Self-asserted source
Silvia Ruiz España

Detection and Classification of Myocardial Infarction Transmurality Using Cardiac MR Image Analysis and Machine Learning Algorithms

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022-07-11 | Conference paper
Contributors: Andrea Hernandez-Casillas; Irene Del-Canto; Silvia Ruiz-Espana; Maria Pilar Lopez-Lereu; Jose Vicente Monmeneu; David Moratal
Source: Self-asserted source
Silvia Ruiz España

Multiclass Classification of Prostate Tumors Following an MR Image Analysis-Based Radiomics Approach

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022-07-11 | Conference paper
Contributors: Jose Manuel Jaen-Lorites; Silvia Ruiz-Espana; Tania Pineiro-Vidal; Jose Manuel Santabarbara; Alicia M. Maceira; David Moratal
Source: Self-asserted source
Silvia Ruiz España

Texture Analysis in MRI of the Knee for an Early Diagnosis of Osteoarthritis

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2022-07-11 | Conference paper
Contributors: Juan Madrid; Silvia Ruiz-Espana; Tania Pineiro-Vidal; Jose Manuel Santabarbara; Alicia M. Maceira; David Moratal
Source: Self-asserted source
Silvia Ruiz España

Differential Diagnosis of Left Ventricular Hypertrophy with Cardiac Magnetic Resonance Imaging Texture Feature Analysis

Annual CMR congress of the European Association of Cardiovascular Imaging
2021 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Characterization of ventricular function in infarcted myocardium and its border zones by cardiac tagged MRI

34th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology
2020 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Multiclass texture-based PI-RADS classification in multiparametric MRI: performance evaluation of the DWI sequence

34th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology
2020 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Comparative Analysis of Tagging and Feature-Tracking Cardiac MRI Techniques for the Evaluation of Cardiac Deformation

2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE)
2020-10 | Conference paper
Part of ISBN: 9781728195742
Source: Self-asserted source
Silvia Ruiz España

Determination of Image-based Biomarkers for the Diagnosis of Hypertrophic Cardiomyopathy, Hypertensive Cardiomyopathy and Amyloidosis From Texture Analysis in Cardiac MRI

2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE)
2020-10 | Conference paper
Part of ISBN: 9781728195742
Source: Self-asserted source
Silvia Ruiz España

PSPU-Net for Automatic Short Axis Cine MRI Segmentation of Left and Right Ventricles

2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE)
2020-10 | Conference paper
Source: Self-asserted source
Silvia Ruiz España

Glioblastomas and brain metastases differentiation following an MRI texture analysis-based radiomics approach

Physica Medica
2020-08 | Journal article
Source: Self-asserted source
Silvia Ruiz España

3D Texture Analysis on fMRI to Detect Textural Alterations in the Striatal Network of an Alcohol-Preferring Rat Model

26th Scientific Meeting & Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2018)
2018 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Classifying brain metastases by their primary site of origin using a radiomics approach based on texture analysis: a feasibility study

European Radiology
2018-11 | Journal article
Part of ISSN: 0938-7994
Source: Self-asserted source
Silvia Ruiz España

Evaluation of 2D texture analysis on fMRI data to identify changes in the striatal network induced by alcohol drinking

34th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology
2017 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Evaluation of texture features on resting-state networks of a rat model of alcohol use disorders

34th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology
2017 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Automatic segmentation of the spine by means of a probabilistic atlas with a special focus on ribs suppression

Medical Physics
2017-09 | Journal article
Source: Self-asserted source
Silvia Ruiz España

OncoSpineSeg: A Software Tool for a Manual Segmentation of Computed Tomography of the Spine on Cancer Patients

Computed Tomography - Advanced Applications
2017-08-09 | Book chapter
Part of ISBN: 9789535133674
Source: Self-asserted source
Silvia Ruiz España

Differentiation between osteoblastic, osteolytic, mixed and healthy bone tissue in CT images by texture analysis

International Conference on Medical Imaging & Diagnosis
2016 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

A fully automated level-set based segmentation method of thoracic and lumbar vertebral bodies in Computed Tomography images.

Source: Self-asserted source
Silvia Ruiz España

Automatic segmentation of the spine by means of a probabilistic atlas with a special focus on ribs suppression. Preliminary results.

Source: Self-asserted source
Silvia Ruiz España

Brain metastases response to radiotherapy: assessment by functional diffusion maps

38th European Society of Neuroradiology (ESNR) Annual Meeting
2015 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Degenerative lumbar spine findings: CAD software compared to radiologists' assessments

38th European Society of Neuroradiology (ESNR) Annual Meeting
2015 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Functional diffusion map of brain metastases as a MRI biomarker for an early and non-invasive evaluation of response to treatment

32nd Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB)
2015 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España

Means of 2d and 3d shapes and their application in anatomical atlas building

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Conference paper
EID:

2-s2.0-84945935893

Source: Self-asserted source
Silvia Ruiz España

Automatic detection of local arterial input functions through Independent Component Analysis on Dynamic Contrast enhanced Magnetic Resonance Imaging.

2015-08 | Conference paper
Source: Self-asserted source
Silvia Ruiz España

Functional diffusion map: A biomarker of brain metastases response to treatment based on magnetic resonance image analysis.

2015-08 | Conference paper
Source: Self-asserted source
Silvia Ruiz España

Magnetic resonance microimaging of a swine infarcted heart: Performing cardiac virtual histologies.

2015-08 | Conference paper
Source: Self-asserted source
Silvia Ruiz España

Semiautomatic computer-aided classification of degenerative lumbar spine disease in magnetic resonance imaging.

2015-07 | Journal article
Contributors: Ruiz-España S; Arana E; Moratal D
Source: Self-asserted source
Silvia Ruiz España via Europe PubMed Central

Computer-assisted diagnosis of degenerative lumbar spine MR imaging

36th Annual Congress of the European Society of Neuroradiology
2012 | Conference abstract
Source: Self-asserted source
Silvia Ruiz España