Personal information

Websites & social links

http://delanover.com
Technical University of Denmark profile page

Other IDs

Loop profile: 1075866
Scopus Author ID: 57212010465

Keywords

deep learning, segmentation

Countries

Denmark

Activities

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Employment (4)

Technical University of Denmark: Kgs. Lyngby, DK

Employment
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Technical University of Denmark Orbit

University of Eastern Finland: Kuopio, FI

2022-10-01 to 2023-08-31 | Postdoc researcher (A.I. Virtanen Institute)
Employment
Source: Self-asserted source
Juan Miguel Valverde

Sojo University: Kumamoto, JP

2017-10 to 2018-09 | Research assistant
Employment
Source: Self-asserted source
Juan Miguel Valverde

Copenhagen Business School: Frederiksberg, Hovedstaden, DK

2015 to 2016 | Resarch student
Employment
Source: Self-asserted source
Juan Miguel Valverde

Education and qualifications (3)

University of Eastern Finland: Kuopio, FI

2018-10 to 2022-09 | PhD
Qualification
Source: Self-asserted source
Juan Miguel Valverde

University of Copenhagen: Copenhagen, DK

2015-08 to 2017-06 | MSc in IT and Cognition
Qualification
Source: Self-asserted source
Juan Miguel Valverde

University of Burgos: Burgos, ES

2010-09 to 2014-06 | Computer Science Engineering
Education
Source: Self-asserted source
Juan Miguel Valverde

Funding (1)

Research visit at the University of Oxford (related to my PhD thesis "Rodent MRI Brain Segmentation")

2020 to 2021 | Grant
Otto A. Malm Lahjoitusrahasto (Helsinki, FI)
Source: Self-asserted source
Juan Miguel Valverde

Works (10)

The mouse motor system contains multiple premotor areas and partially follows human organizational principles

Cell Reports
2024 | Journal article | Author
DOI: 10.1016/j.celrep.2024.114191
SOURCE-WORK-ID:

f2797970-f8f7-49ea-b4d0-e2570cad3219

EID:

2-s2.0-85192198978

PMID: 38717901
Contributors: Alberto Lazari; Mohamed Tachrount; Juan Miguel Valverde; Daniel Papp; Antoine Beauchamp; Paul McCarthy; Jacob Ellegood; Joanes Grandjean; Heidi Johansen-Berg; Valerio Zerbi et al.
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Technical University of Denmark Orbit

Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning

Neurocomputing
2024-08 | Journal article
DOI: 10.1016/j.neucom.2024.127817
Contributors: Juan Miguel Valverde; Artem Shatillo; Jussi Tohka
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Crossref
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Preferred source (of 2)‎

Region-wise loss for biomedical image segmentation

Pattern Recognition
2023-04 | Journal article
DOI: 10.1016/j.patcog.2022.109208
Contributors: Juan Miguel Valverde; Jussi Tohka
Source: check_circle
Crossref

Automatic Cerebral Hemisphere Segmentation in Rat MRI with Ischemic Lesions via Attention-based Convolutional Neural Networks

Neuroinformatics
2023-01 | Journal article
DOI: 10.1007/s12021-022-09607-1
Contributors: Juan Miguel Valverde; Artem Shatillo; Riccardo De Feo; Jussi Tohka
Source: check_circle
Crossref

Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases

NeuroImage
2021-04 | Journal article
DOI: 10.1016/j.neuroimage.2021.117734
Contributors: Riccardo De Feo; Artem Shatillo; Alejandra Sierra; Juan Miguel Valverde; Olli Gröhn; Federico Giove; Jussi Tohka
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Crossref

Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review

Journal of Imaging
2021-04-01 | Journal article
DOI: 10.3390/jimaging7040066
Contributors: Juan Miguel Valverde; Vandad Imani; Ali Abdollahzadeh; Riccardo De Feo; Mithilesh Prakash; Robert Ciszek; Jussi Tohka
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Crossref
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RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation

Frontiers in Neuroscience
2020-12-22 | Journal article
DOI: 10.3389/fnins.2020.610239
Part of ISSN: 1662-453X
Source: Self-asserted source
Juan Miguel Valverde

Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases

2020-02-26 | Preprint
DOI: 10.1101/2020.02.25.964015
Contributors: Riccardo De Feo; Artem Shatillo; Alejandra Sierra; Juan Miguel Valverde; Olli Gröhn; Federico Giove; Jussi Tohka
Source: check_circle
Crossref

Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks

2019 | Book chapter
DOI: 10.1007/978-3-030-32692-0_23
Contributors: Juan Miguel Valverde; Artem Shatillo; Riccardo De Feo; Olli Gröhn; Alejandra Sierra; Jussi Tohka
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Predicting Intelligence Based on Cortical WM/GM Contrast, Cortical Thickness and Volumetry

2019 | Book chapter
DOI: 10.1007/978-3-030-31901-4_7
Contributors: Juan Miguel Valverde; Vandad Imani; John D. Lewis; Jussi Tohka
Source: check_circle
Crossref
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