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M

Miguel Á. González Ballester

icrea

34H指数
331论文数
6.2K被引数
收录论文 73
发表时间
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A MultiRater MultiOrgan Abdominal CT Dataset for Calibration Analysis and Uncertainty Modeling in Segmentation一个多评分者多器官腹部CT数据集，用于分割的校准分析和不确定性建模
errScientific Data
IF6.9
err2026-01-09
err0
errOAAI
errMeritxell Riera-Marin; Joy-Marie Kleiss; Anton Aubanell; Andreu Antolin; Juan Moreno-Vedia; Julia Rodriguez-Comas; Sikha O. K; Matthias May; Javier Garcia-Lopez; Adrian Galdran; Miguel A. González Ballester
err分享
err收藏
The Interplay Between Explainability and Differential Privacy in Federated Healthcare联邦医疗中可解释性与差分隐私的相互作用
errBRIDGING REGULATORY SCIENCE AND MEDICAL IMAGING EVALUATION; AND DISTRIBUTED, COLLABORATIVE, AND FEDERATED LEARNING, MICCAI 2025
IF0
err2026-01-01
err0
PREAI
errMolina Van de Bosch, Marc; Protani, Andrea; Talello, Riccardo; Giusti, Lorenzo; Carvalho Costa, Matilde; Stathopoulos, Ioannis; Efstathopoulos, Efstathios; Santos, Diogo Reis; Gonzalez Ballester, Miguel Angel; Serio, Luigi
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Multi-Rater Calibration Error Estimation多评估者校准误差估计
errUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
IF0
err2026-01-01
err1
PREAI
errRiera-Marin, Meritxell; Garcia Lopez, Javier; Rodriguez-Comas, Julia; Gonzalez Ballester, Miguel A.; Galdran, Adrian
err分享
err收藏
Learning high-resolution 3D spine mesh reconstruction from clinical anisotropic MRI through differentiable rendering通过可微分渲染学习高分辨率3D脊柱网格重建，从临床各向异性MRI数据中进行
errExpert Systems with Applications
IF7.5
err2025-11-13
err0
PREAI
errSai Natarajan; Ludovic Humbert; Miguel A. gonzález Ballester
err分享
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Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results多评价者体积评估在多器官分割（CURVAS）挑战赛中的校准与不确定性结果
errComputers in Biology and Medicine
IF6.3
err2025-09-10
err0
PREAI
errMeritxell Riera-Marín; Sikha O.K.; Júlia Rodríguez-Comas; Matthias Stefan May; Zhaohong Pan; Xiang Zhou; Xiaokun Liang; Franciskus Xaverius Erick; Andrea Prenner; Cédric Hémon; Valentin Boussot; Jean-Louis Dillenseger; Jean-Claude Nunes; Abdul Qayyum; Moona Mazher; Steven A. Niederer; Kaisar Kushibar; Carlos Martín-Isla; Petia Radeva; Karim Lekadir; Theodore Barfoot; Luis C. Garcia Peraza Herrera; Ben Glocker; Tom Vercauteren; Lucas Gago; Justin Englemann; Joy-Marie Kleiss; Anton Aubanell; Andreu Antolin; Javier García-López; Miguel A. González Ballester; Adrián Galdrán
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Implant density reduction to avoid proximal junctional failure in adult spine surgery: Computer models and simulations成人脊柱手术中植入物密度的降低以避免近端连接处失败：计算机模型和模拟
errNORTH AMERICAN SPINE SOCIETY JOURNAL
IF0
err2025-09-01
err0
errOAAI
errRasouligandomani, Morteza; del Arco, Alex; Villa, Tomaso; La Barbera, Luigi; Ballester, Miguel A. Gonzalez; Galbusera, Fabio; Noailly, Jerome
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JustRAIGS: Justified Referral in AI Glaucoma Screening ChallengeJustRAIGS：人工智能青光眼筛查挑战中的合理转诊
errIEEE Transactions on Medical Imaging
IF9.8
err2025-08-07
err0
errOAAI
errYeganeh Madadi; Hina Raja; Koenraad A. Vermeer; Hans G. Lemij; Xiaoqin Huang; Eunjin Kim; Seunghoon Lee; Gitaek Kwon; Hyunwoo Kim; Jaeyoung Kim; Adrian Galdran; Miguel A. González Ballester; Dan Presil; Kristhian Aguilar; Victor Cavalcante; Celso Carvalho; Waldir Sabino; Mateus Oliveira; Hui Lin; Charilaos Apostolidis; Aggelos K. Katsaggelos; Tomasz Kubrak; Á. Casado-García; J. Heras; M. Ortega; L. Ramos; Philippe Zhang; Yihao Li; Jing Zhang; Weili Jiang; Pierre-Henri Conze; Mathieu Lamard; Gwenole Quellec; Mostafa El Habib Daho; Madukuri Shaurya; Anumeha Varma; Monika Agrawal; Siamak Yousefi
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err收藏
MIRA: Myocardial insulin resistance app for clinical practice
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-05-01
err0
PREAI
errMartin-Saladich, Queralt; Simo, Rafael; Herance, Jose Raul; Ballester, Miguel A. Gonzalez
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err收藏
Machine Learning-Driven Radiomics Analysis for Distinguishing Mucinous and Non-Mucinous Pancreatic Cystic Lesions: A Multicentric Study机器学习驱动的放射组学分析用于区分黏液性和非黏液性胰腺囊性病变：一项多中心研究
errJOURNAL OF IMAGING
IF3.3
err2025-02-20
err0
errOAAI
errTorra-Ferrer, Neus; Duh, Maria Montserrat; Grau-Ortega, Queralt; Canadas-Gomez, Daniel; Moreno-Vedia, Juan; Riera-Marin, Meritxell; Aliaga-Lavrijsen, Melanie; Serra-Prat, Mateu; Lopez, Javier Garcia; Gonzalez-Ballester, Miguel angel; Fernandez-Planas, Maria Teresa; Rodriguez-Comas, Julia
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Brain [18F]FDG uptake patterns in type 2 diabetes: new phenotypes relating to biomarkers of cognitive impairment2型糖尿病中脑[18F]FDG摄取模式：与认知障碍生物标志物相关的新表型
errBRAIN COMMUNICATIONS
IF4.5
err2025-01-01
err1
errOAAI
errMartin-Saladich, Queralt; Pareto, Deborah; Simo, Rafael; Ciudin, Andreea; Aparicio, Carolina; Hammawa, Khadija; Vargas, Elena de la Calle; Aguade-Bruix, Santiago; Giralt, Marina; Ramirez-Serra, Clara; Ballester, Miguel A. Gonzalez; Herance, Jose Raul
err分享
err收藏
Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-07-01
err0
PREAI
errMartin-Saladich, Queralt; Pericas, Juan M.; Ciudin, Andreea; Ramirez-Serra, Clara; Escobar, Manuel; Rivera-Esteban, Jesus; Aguade-Bruix, Santiago; Ballester, Miguel A. Gonzalez; Herance, Jose Raul
err分享
err收藏
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis糖尿病足溃疡细分挑战报告: 基准和分析
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-05-01
err2
errOAAI
errYap, Moi Hoon; Cassidy, Bill; Byra, Michal; Liao, Ting-yu; Yi, Huahui; Galdran, Adrian; Chen, Yung-Han; Bruengel, Raphael; Koitka, Sven; Friedrich, Christoph M.; Lo, Yu-wen; Yang, Ching-hui; Li, Kang; Lao, Qicheng; Ballester, Miguel A. Gonzalez; Carneiro, Gustavo; Ju, Yi-Jen; Huang, Juinn-Dar; Pappachan, Joseph M.; Reeves, Neil D.; Chandrabalan, Vishnu; Dancey, Darren; Kendrick, Connah
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Altered Temporal Dynamics of Resting-State Functional Magnetic Resonance Imaging in Adolescent-Onset First-Episode Psychosis
errSCHIZOPHRENIA BULLETIN
IF4.8
err2023-08-22
err1
errOAAI
errMasias Bruns, Mireia; Ramirez-Mahaluf, Juan Pablo; Valli, Isabel; Ortuno, Maria; Ilzarbe, Daniel; de la Serna, Elena; Navarro, Olga Puig; Crossley, Nicolas A.; Ballester, Miguel Angel Gonzalez; Baeza, Inmaculada; Piella, Gemma; Castro-Fornieles, Josefina; Sugranyes, Gisela
err分享
err收藏
Attri-VAE: Attribute-based interpretable representations of medical images with variational autoencoders
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2023-03-01
err16
errOAAI
errCetin, Irem; Stephens, Maialen; Camara, Oscar; Ballester, Miguel A. Gonzalez
err分享
err收藏
An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis用于基于atlas的胎儿和新生儿大脑分割和分析的自动管道
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-03-01
err3
errOAAI
errUrru, Andrea; Nakaki, Ayako; Benkarim, Oualid; Crovetto, Francesca; Segales, Laura; Comte, Valentin; Hahner, Nadine; Eixarch, Elisenda; Gratacos, Eduard; Crispi, Fatima; Piella, Gemma; Gonzalez Ballester, Miguel A.
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Association of central obesity with unique cardiac remodelling in young adults born small for gestational age在胎龄小的年轻人中，中心性肥胖与独特的心脏重塑的关联
errEUROPEAN HEART JOURNAL-CARDIOVASCULAR IMAGING
IF6.6
err2023-01-16
err0
PREAI
errBernardino, Gabriel; Sepulveda-Martinez, Alvaro; Rodriguez-Lopez, Merida; Prat-Gonzalez, Susanna; Pajuelo, Carolina; Perea, Rosario J.; Caralt, Maria T.; Crovetto, Francesca; Ballester, Miguel A. Gonzalez; Sitges, Marta; Bijnens, Bart; Crispi, Fatima
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Prediction of Lung Nodule Progression with an Uncertainty-Aware Hierarchical Probabilistic Network
errDIAGNOSTICS
IF3.3
err2022-10-31
err7
errOAAI
errRafael-Palou, Xavier; Aubanell, Anton; Ceresa, Mario; Ribas, Vicent; Piella, Gemma; Gonzalez Ballester, Miguel A.
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Regulatory network-based model to simulate the biochemical regulation of chondrocytes in healthy and osteoarthritic environments
errSCIENTIFIC REPORTS
IF3.9
err2022-03-09
err10
errOAAI
errSegarra-Queralt, Maria; Neidlin, Michael; Tio, Laura; Monfort, Jordi; Carles Monllau, Joan; Gonzalez Ballester, Miguel A.; Alexopoulos, Leonidas G.; Piella, Gemma; Noailly, Jerome
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Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-01-01
err3
PREAI
errLiu, Yue; Wang, Xingce; Wu, Zhongke; Lopez-Linares, Karen; Macia, Ivan; Ru, Xudong; Zhao, Haichuan; Ballester, Miguel A. Gonzalez; Zhang, Chong
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Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-01-01
err11
errOAAI
errJimenez-Sanchez, Amelia; Mateus, Diana; Kirchhoff, Sonja; Kirchhoff, Chlodwig; Biberthaler, Peter; Navab, Nassir; Gonzalez Ballester, Miguel A.; Piella, Gemma
err分享
err收藏

研究方向

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合作学者
合作期刊
A
Andrew Zisserman
H 指数: 164 · 论文数: 950
D
Dinggang Shen
H 指数: 143 · 论文数: 2.1K
D
Daniel Rueckert
H 指数: 132 · 论文数: 1.6K
P
Pheng‐Ann Heng
H 指数: 108 · 论文数: 1.0K
J
José Luís Molinuevo
H 指数: 105 · 论文数: 778
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