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Scopus Author ID: 57202547109
Loop profile: 1679404
SciProfiles: 2289766

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Colombia

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Employment (5)

Deutsches Zentrum für Neurodegenerative Erkrankungen Standort Magdeburg: Magdeburg, Sachsen-Anhalt, DE

2022-01 to present | Post-doctoral researcher
Employment
Source: Self-asserted source
Jose Bernal

The University of Edinburgh: Edinburgh, GB

2019-09 to 2021-12 | Teaching assistant
Employment
Source: Self-asserted source
Jose Bernal

Universitat de Girona: Girona, Catalunya, ES

2017-09 to 2018-01 | Teaching Assistant
Employment
Source: Self-asserted source
Jose Bernal

Cafeto Software: Cali, Valle del Cauca, CO

2014-09 to 2015-06 | Jr. Quality Control Engineer
Employment
Source: Self-asserted source
Jose Bernal

Listos - Baxter contractor: Cali, Valle del Cauca, CO

2014-08 to 2014-08 | Quality Projects Assistant at Baxter (Quality assurance)
Employment
Source: Self-asserted source
Jose Bernal

Education and qualifications (8)

University of Edinburgh: Edinburgh, GB

Education
Source: check_circle
University of Edinburgh - PURE

University of Glasgow: Glasgow, Glasgow, GB

2018-09 to 2022-01 | PhD in precision medicine
Education
Source: Self-asserted source
Jose Bernal

University of Edinburgh: Edinburgh, GB

2018-09 to 2022-01 | PhD in precision medicine
Education
Source: Self-asserted source
Jose Bernal

Universitat de Girona: Girona, Girona, ES

2017-05 to 2020-10 | PhD in technology
Education
Source: Self-asserted source
Jose Bernal

Université de Bourgogne IUT Le Creusot: Le Creusot, FR

2015-09-05 to 2017-09 | MsC Computer Vision and Robotics
Education
Source: Self-asserted source
Jose Bernal

Universitat de Girona: Girona, Catalunya, ES

2015-09-05 to 2017-09 | MsC Computer Vision and Robotics
Education
Source: Self-asserted source
Jose Bernal

Heriot-Watt University: Edinburgh, Edinburgh, GB

2015-09-05 to 2017-09 | MsC Computer Vision and Robotics
Education
Source: Self-asserted source
Jose Bernal

Universidad del Valle: Cali, CO

2009-08-15 to 2014-11-10 | Computer engineer
Education
Source: Self-asserted source
Jose Bernal

Professional activities (9)

University of Exeter: Exeter, Devon, GB

2019 | Funding award to support attendance at the DPUK datathon
Distinction
Source: Self-asserted source
Jose Bernal

University of Edinburgh: Edinburgh, Edinburgh, GB

2018 | MRC grant - DTP in precision medicine programme
Distinction
Source: Self-asserted source
Jose Bernal

Heriot-Watt University: Edinburgh, Edinburgh, GB

2017 | Graduation with distinction
Distinction
Source: Self-asserted source
Jose Bernal

Heriot-Watt University: Edinburgh, Edinburgh, GB

2017 | Best master thesis
Distinction
Source: Self-asserted source
Jose Bernal

Generalitat de Catalunya: Girona, ES

2017 | PhD FI-DGR2017 scholarship
Distinction
Source: Self-asserted source
Jose Bernal

Erasmus+: Le Creusot, FR

2015 | Master in vision and robotics (VIBOT) scholarship
Distinction
Source: Self-asserted source
Jose Bernal

Universidad del Valle: Cali, CO

2014 | Best computer engineering graduate
Distinction
Source: Self-asserted source
Jose Bernal

Universidad del Valle: Cali, CO

2014 | Meritorious final undergraduate project
Distinction
Source: Self-asserted source
Jose Bernal

Deutscher Akademischer Austauschdienst: Berlin, DE

2013 | ``Study trip for groups of foreign students to Germany" scholarship
Distinction
Source: Self-asserted source
Jose Bernal

Works (30)

Longitudinal evidence for a mutually reinforcing relationship between white matter hyperintensities and cortical thickness in cognitively unimpaired older adults

2024-07-10 | Preprint
DOI: 10.1101/2024.07.08.24309994
Contributors: Jose Bernal; Inga Menze; Renat Yakupov; Oliver Peters; Julian Hellmann-Regen; Silka Dawn Freiesleben; Josef Priller; Eike Jakob Spruth; Slawek Altenstein; Anja Schneider et al.
Source: check_circle
Crossref

Alzheimer’s disease and neurodegeneration in symptomatic cerebral small vessel disease

2024-05-20 | Preprint
DOI: 10.1101/2024.05.20.24307607
Contributors: Philipp Arndt; Malte Pfister; Valentina Perosa; Hendrik Mattern; Jose Bernal; Anna-Charlotte John; Marc Dörner; Patrick Müller; Rüdiger C. Braun-Dullaeus; Cornelia Garz et al.
Source: check_circle
Crossref

Inferior Frontal Sulcal Hyperintensities on Brain MRI Are Associated with Amyloid Positivity beyond Age—Results from the Multicentre Observational DELCODE Study

Diagnostics
2024-04 | Journal article
DOI: 10.3390/diagnostics14090940
Contributors: Marc Dörner; Katharina Seebach; Michael T. Heneka; Inga Menze; Roland von Känel; Sebastian Euler; Frank Schreiber; Philipp Arndt; Katja Neumann; Annkatrin Hildebrand et al.
Source: check_circle
Multidisciplinary Digital Publishing Institute

A Systematic Review and Meta-Analysis of Automated Methods for Quantifying Enlarged Perivascular Spaces in the Brain

2024-03-04 | Preprint
DOI: 10.1101/2024.03.04.24303705
Contributors: Jennifer M.J. Waymont; Maria C. Valdés Hernández; Jose Bernal; Roberto Duarte Coello; Rosalind Brown; Francesca M. Chappell; Lucia Ballerini; Joanna M. Wardlaw
Source: check_circle
Crossref

Artificial intelligence for diagnostic and prognostic neuroimaging in dementia: A systematic review

Alzheimer's & Dementia
2023-12 | Journal article
DOI: 10.1002/alz.13412
Contributors: Robin J. Borchert; Tiago Azevedo; AmanPreet Badhwar; Jose Bernal; Matthew Betts; Rose Bruffaerts; Michael C. Burkhart; Ilse Dewachter; Helena M. Gellersen; Audrey Low et al.
Source: check_circle
Crossref

Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer’s disease—A systematic model evaluation

Medical Image Analysis
2023-12 | Journal article
DOI: 10.1016/j.media.2023.102913
Contributors: A. Nemali; N. Vockert; D. Berron; A. Maas; J. Bernal; R. Yakupov; O. Peters; D. Gref; N. Cosma; L. Preis et al.
Source: check_circle
Crossref

Brain Vascular Health in ALS Is Mediated through Motor Cortex Microvascular Integrity

Cells
2023-03-21 | Journal article
DOI: 10.3390/cells12060957
Contributors: Stefanie Schreiber; Jose Bernal; Philipp Arndt; Frank Schreiber; Patrick Müller; Lorena Morton; Rüdiger Christian Braun-Dullaeus; Maria Del Carmen Valdés-Hernández; Roberto Duarte; Joanna Marguerite Wardlaw et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Transparency of Artificial Intelligence in Healthcare: Insights from Professionals in Computing and Healthcare Worldwide

Applied Sciences
2022-10-11 | Journal article
DOI: 10.3390/app122010228
Contributors: Jose Bernal; Claudia Mazo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Arterial hypertension and β-amyloid accumulation have spatially overlapping effects on posterior white matter hyperintensity volume: A cross-sectional study

2022-07-19 | Preprint
DOI: 10.1101/2022.07.19.22277546
Contributors: Jose Bernal; Stefanie Schreiber; Inga Menze; Anna Ostendorf; Malte Pfister; Jonas Geisendörfer; Aditya Nemali; Anne Maass; Renat Yakupov; Oliver Peters et al.
Source: check_circle
Crossref

Selective Motion Artefact Reduction via Radiomics and k-space Reconstruction for Improving Perivascular Space Quantification in Brain Magnetic Resonance Imaging

2021 | Book chapter
DOI: 10.1007/978-3-030-80432-9_12
Contributors: Jose Bernal; William Xu; Maria d. C. Valdés-Hernández; Javier Escudero; Angela C. C. Jochems; Una Clancy; Fergus N. Doubal; Michael S. Stringer; Michael J. Thrippleton; Rhian M. Touyz et al.
Source: check_circle
Crossref

Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors

Neuroinformatics
2021-07 | Journal article
DOI: 10.1007/s12021-020-09499-z
Contributors: Jose Bernal; Sergi Valverde; Kaisar Kushibar; Mariano Cabezas; Arnau Oliver; Xavier Lladó
Source: check_circle
Crossref

Evaluating the Effect of Intensity Standardisation on Longitudinal Whole Brain Atrophy Quantification in Brain Magnetic Resonance Imaging

Applied Sciences
2021-02-17 | Journal article
DOI: 10.3390/app11041773
Contributors: Emily Carvajal-Camelo; Jose Bernal; Arnau Oliver; Xavier Lladó; María Trujillo; The Initiative
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Framework for Jointly Assessing and Reducing Imaging Artefacts Automatically Using Texture Analysis and Total Variation Optimisation for Improving Perivascular Spaces Quantification in Brain Magnetic Resonance Imaging

2020 | Book chapter
DOI: 10.1007/978-3-030-52791-4_14
Contributors: Jose Bernal; Maria Valdés-Hernández; Lucia Ballerini; Javier Escudero; Angela C. C. Jochems; Una Clancy; Fergus N. Doubal; Michael S. Stringer; Michael J. Thrippleton; Rhian M. Touyz et al.
Source: check_circle
Crossref

Analysis of Spatial Spectral Features of Dynamic Contrast-Enhanced Brain Magnetic Resonance Images for Studying Small Vessel Disease

2020 | Book chapter
DOI: 10.1007/978-3-030-39343-4_24
Contributors: Jose Bernal; Maria del C. Valdés-Hernández; Javier Escudero; Paul A. Armitage; Stephen Makin; Rhian M. Touyz; Joanna M. Wardlaw
Source: check_circle
Crossref

Evaluating the Effect of Intensity Standardisation on Longitudinal Whole Brain Atrophy Quantification in Brain Magnetic Resonance Imaging

2020-12-15 | Other
DOI: 10.20944/preprints202012.0373.v1
Contributors: Emily Esmeralda Carvajal-Camelo; Jose Bernal; Arnau Oliver; Xavier Lladó; Maria Trujillo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Four-Dimensional Computational Model of Dynamic Contrast-Enhanced Magnetic Resonance Imaging Measurement of Subtle Blood-Brain Barrier Leakage

2020-10-09 | Other
DOI: 10.20944/preprints202010.0200.v1
Contributors: Jose Bernal; Maria Valdés-Hernández; Javier Escudero; Anna Heye; Eleni Sakka; Paul Armitage; Stephen Makin; Rhian Touyz; Joanna Wardlaw; Michael Thrippleton
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Examining the Relationship between Semiquantitative Methods Analysing Concentration-Time and Enhancement-Time Curves from Dynamic-Contrast Enhanced Magnetic Resonance Imaging and Cerebrovascular Dysfunction in Small Vessel Disease

Journal of Imaging
2020-06-05 | Journal article
DOI: 10.3390/jimaging6060043
Contributors: Jose Bernal; María Valdés-Hernández; Javier Escudero; Eleni Sakka; Paul A. Armitage; Stephen Makin; Rhian M. Touyz; Joanna M. Wardlaw
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Acute and sub-acute stroke lesion segmentation from multimodal MRI

Computer Methods and Programs in Biomedicine
2020-05 | Journal article
DOI: 10.1016/j.cmpb.2020.105521
Part of ISSN: 0169-2607
Source: Self-asserted source
Jose Bernal

Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2926697
Contributors: Jose Bernal; Kaisar Kushibar; Mariano Cabezas; Sergi Valverde; Arnau Oliver; Xavier Llado
Source: check_circle
Crossref

Analysis of dynamic texture and spatial spectral descriptors of dynamic contrast-enhanced brain magnetic resonance images for studying small vessel disease

Magnetic Resonance Imaging
2019-11-13 | Journal article | Author
DOI: 10.1016/j.mri.2019.11.001
SOURCE-WORK-ID:

367cc9c1-8c5a-4eb8-ac53-c4a2ffd05608

EID:

2-s2.0-85075511159
Contributors: Jose Bernal; Maria Valdés Hernández; Javier Escudero; Linda Viksne; Anna K. Heye; Paul A. Armitage; Stephen Makin; Rhian M. Touyz; Joanna Wardlaw
Source: check_circle
University of Edinburgh - PURE

Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction

Scientific Reports
2019-05-01 | Journal article
DOI: 10.1038/s41598-019-43299-z
Contributors: Kaisar Kushibar; Sergi Valverde; Sandra González-Villà; Jose Bernal; Mariano Cabezas; Arnau Oliver; Xavier Lladó
Source: check_circle
Crossref

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review

Artificial Intelligence in Medicine
2019-04 | Journal article
DOI: 10.1016/j.artmed.2018.08.008
Part of ISSN: 0933-3657
Source: Self-asserted source
Jose Bernal

Automatic characterisation of chars from the combustion of pulverised coals using machine vision

Powder Technology
2018-10 | Journal article
DOI: 10.1016/j.powtec.2018.06.035
Contributors: Deisy Chaves; Laura Fernández-Robles; Jose Bernal; Enrique Alegre; Maria Trujillo
Source: check_circle
Crossref

Transfer learning for classification of cardiovascular tissues in histological images

Computer Methods and Programs in Biomedicine
2018-10 | Journal article
DOI: 10.1016/j.cmpb.2018.08.006
Contributors: Claudia Mazo; Jose Bernal; Maria Trujillo; Enrique Alegre
Source: check_circle
Crossref

Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features

Medical Image Analysis
2018-08 | Journal article
DOI: 10.1016/j.media.2018.06.006
Contributors: Kaisar Kushibar; Sergi Valverde; Sandra González-Villà; Jose Bernal; Mariano Cabezas; Arnau Oliver; Xavier Lladó
Source: check_circle
Crossref

A granular tabu search algorithm for a real case study of a vehicle routing problem with a heterogeneous fleet and time windows

Journal of Industrial Engineering and Management
2017 | Journal article
DOI: 10.3926/jiem.2159
Source: Self-asserted source
Jose Bernal
grade
Preferred source (of 2)‎

Una comparacion de algoritmos basados en trayectoria granular para el problema de localizacion y ruteo con flota heterogenea (LRPH)

DYNA
2017 | Journal article
DOI: 10.15446/dyna.v84n200.55533
Source: Self-asserted source
Jose Bernal
grade
Preferred source (of 2)‎

Evaluating Robustness of Template Matching Algorithms as a Multi-objective Optimisation Problem

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 19th Iberoamerican Congress, CIARP 2014, Puerto Vallarta, Mexico, November 2-5, 2014. Proceedings
2014 | Book chapter
DOI: 10.1007/978-3-319-12568-8_4
Part of ISBN: 978-3-319-12568-8
Source: Self-asserted source
Jose Bernal

A Template Matching Approach Robust to Rotation based on Cross-Correlation

5th Latin American Conference on Networked and Electronic Media
2013 | Conference poster
ISBN: 78-956-358-182-9
Source: Self-asserted source
Jose Bernal

Assessment of PVS Enhancement Methods Using a Three-Dimensional Computational Model
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Peer review (8 reviews for 4 publications/grants)

Review activity for Behavioural brain research. (1)
Review activity for Computers in biology and medicine. (2)
Review activity for Magnetic resonance imaging. (1)
Review activity for Multimedia tools and applications. (4)
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