Miguel A. González Ballester

Miguel A. González Ballester

Universidad Pompeu Fabra

H-index: 35

Europe-Spain

About Miguel A. González Ballester

Miguel A. González Ballester, With an exceptional h-index of 35 and a recent h-index of 30 (since 2020), a distinguished researcher at Universidad Pompeu Fabra, specializes in the field of Medical image analysis, Medical computer vision, Computer-assisted surgery, Computer vision, Quantum machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hardware density reduction to avoid proximal junction failure In adult spine surgery: in silico case studies and virtual cohort

AIROGS: Artificial intelligence for robust glaucoma screening challenge

Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

Diabetic foot ulcers segmentation challenge report: benchmark and analysis

Breathing, postural stability, and psychological health: a study to explore triangular links

Data repository of finite element models of normal and deformed thoracolumbar spine

PIRET - A platform for treatment planning in electroporation-based therapies

Miguel A. González Ballester Information

University

Position

ICREA -

Citations(all)

6048

Citations(since 2020)

4018

Cited By

3211

hIndex(all)

35

hIndex(since 2020)

30

i10Index(all)

121

i10Index(since 2020)

77

Email

University Profile Page

Universidad Pompeu Fabra

Google Scholar

View Google Scholar Profile

Miguel A. González Ballester Skills & Research Interests

Medical image analysis

Medical computer vision

Computer-assisted surgery

Computer vision

Quantum machine learning

Top articles of Miguel A. González Ballester

Title

Journal

Author(s)

Publication Date

Hardware density reduction to avoid proximal junction failure In adult spine surgery: in silico case studies and virtual cohort

arXiv preprint arXiv:2402.13060

Morteza Rasouligandomani

Alex del Arco

Tomaso Villa

Luigi La Barbera

Ferran Pellise

...

2024/2/20

AIROGS: Artificial intelligence for robust glaucoma screening challenge

IEEE transactions on medical imaging

Coen De Vente

Koenraad A Vermeer

Nicolas Jaccard

He Wang

Hongyi Sun

...

2023/9/15

Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool

Medical Image Analysis

Queralt Martín Saladich

Juan Manuel Pericàs

Andreea Ciudin

Clara Ramirez-Serra

Manuel Escobar

...

2024

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

Scientific Reports

Sharib Ali

Noha Ghatwary

Debesh Jha

Ece Isik-Polat

Gorkem Polat

...

2024/1/23

Diabetic foot ulcers segmentation challenge report: benchmark and analysis

Medical Image Analysis

Moi Hoon Yap

Bill Cassidy

Michal Byra

Ting-yu Liao

Huahui Yi

...

2024/5/1

Breathing, postural stability, and psychological health: a study to explore triangular links

Frontiers in Bioengineering and Biotechnology

Simone Tassani

Paula Chaves

Marc Beardsley

Milica Vujovic

Juan Ramírez

...

2024/4/2

Data repository of finite element models of normal and deformed thoracolumbar spine

arXiv preprint arXiv:2402.13041

Morteza Rasouligandomani

Alex del Arco

Francis Kiptengwer Chemorion

Marc-Antonio Bisotti

Fabio Galbusera

...

2024

PIRET - A platform for treatment planning in electroporation-based therapies

IEEE Transactions on Biomedical Engineering

Enric Perera-Bel

Kenneth N. Aycock

Zaid Salameh

Mario Gómez-Barea

Rafael V. Davalos

...

2023

Proximal junction failure in spine surgery: integrating geometrical and biomechanical descriptors improves GAP score-based assessment

Spine

Morteza Rasouligandomani

Alex del Arco

Ferran Pellisé

Miguel Ángel González Ballester

Fabio Galbusera

...

2023

Association of central obesity with unique cardiac remodeling in young adults born small for gestational age

European Heart Journal-Cardiovascular Imaging

Gabriel Bernardino

Álvaro Sepúlveda-Martínez

Mérida Rodríguez-López

Susanna Prat-González

Carolina Pajuelo

...

2023/7

Multi-head multi-loss model calibration

Adrian Galdran

Johan W Verjans

Gustavo Carneiro

Miguel A González Ballester

2023/10/1

On the optimal combination of cross-entropy and soft Dice losses for lesion segmentation with out-of-distribution robustness

Adrian Galdran

Gustavo Carneiro

Miguel A González Ballester

2022/9/18

Insights into insulin resistance and calcification in the myocardium in type 2 diabetes: a coronary artery analysis

International Journal of Molecular Sciences

Queralt Martín Saladich

Rafael Simó

Santiago Aguadé-Bruix

Olga Simó-Servat

Carolina Aparicio-Gómez

...

2023

Effect of a Mediterranean diet or stress reduction intervention during pregnancy on fetal brain volume and neonatal development: the IMPACT-BCN trial

Ultrasound in Obstetrics & Gynecology

Ayako Nakaki

Francesca Crovetto

Andrea Urru

Gemma Piella

Miguel Ángel González Ballester

...

2023

Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders

Computerized Medical Imaging and Graphics

Irem Cetin

Maialen Stephens

Oscar Camara

Miguel Ángel González Ballester

2023

MRI2Mesh: Intervertebral disc mesh generation from low resolution MRI using graph neural networks with cross level feature fusion

Sai Natarajan

Alexei Tiulpin

Ludovic Humbert

Miguel Ángel González Ballester

2023

Effects of Mediterranean diet or mindfulness-based stress reduction on fetal and neonatal brain development - A secondary analysis of a randomized clinical trial

American Journal of Obstetrics & Gynecology MFM

Ayako Nakaki

Francesca Crovetto

Andrea Urru

Gemma Piella

Roger Borras

...

2023/12/1

Memory-aware curriculum federated learning for breast cancer classification

Computer Methods and Programs in Biomedicine

Amelia Jiménez-Sánchez

Mickael Tardy

Miguel A González Ballester

Diana Mateus

Gemma Piella

2023/2/1

An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis

Computer Methods and Programs in Biomedicine

Andrea Urru

Ayako Nakaki

Oualid Benkarim

Francesca Crovetto

Laura Segalés

...

2023/3/1

Thoracolumbar spine patient-specific finite element model repository with online user-interface platform

Morteza Rasouligandomani

Francis Chemorion

Marco-Antonio Bisotti

Jérôme Noailly

Miguel Ángel González Ballester

2023

See List of Professors in Miguel A. González Ballester University(Universidad Pompeu Fabra)

Co-Authors

H-index: 106
Eduard Gratacos

Eduard Gratacos

Universidad de Barcelona

H-index: 93
Martin Styner

Martin Styner

University of North Carolina at Chapel Hill

H-index: 53
Mauricio Reyes

Mauricio Reyes

Universität Bern

H-index: 37
Oscar Camara

Oscar Camara

Universidad Pompeu Fabra

H-index: 33
Gemma Piella

Gemma Piella

Universidad Pompeu Fabra

H-index: 31
Philippe Büchler

Philippe Büchler

Universität Bern

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