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I

Iñigo Bermejo

Maastricht University

15H指数
105论文数
752被引数
收录论文 31
发表时间
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Multinomial Classification Certainty: a new uncertainty metric for multinomial outcome prediction多项分类确定性：一种用于多项结果预测的新不确定性度量
errPROGRESS IN ARTIFICIAL INTELLIGENCE
IF0
err2025-09-01
err0
errOAAI
errvan Daalen, Florian; Brecheisen, Ralph; Wee, Leonard; Dekker, Andre; Bermejo, Inigo
err分享
err收藏
Cost–Utility Analysis of Treatment Sequences for Moderate-to-Severe Crohn’s Disease治疗序列的成本-效用分析：中重度克罗恩病
errPharmacoEconomics
IF4.6
err2025-08-23
err0
errOAAI
errMatthijs M. Versteegh; Simone A. Huygens; Inigo Bermejo; Sabine Grimm; Marieke Pierik; Tessa Römkens; Fiona van Schaik; Peter Wahab
err分享
err收藏
Predicting near-complete pathological response to (chemo)radiotherapy in patients with rectal cancer: A federated learning study预测直肠癌患者对(放)化疗的近完全病理学反应：一项联邦学习研究
errMedical Physics
IF3.2
err2025-08-08
err0
errOAAI
errPedro Mateus; Mariachiara Savino; Nikola Dino Capocchiano; Maaike Berbee; Maria Antonietta Gambacorta; Giuditta Chiloiro; Yves C. P. Willems; Andrea Damiani; Biche Osong; Andre Dekker; Inigo Bermejo
err分享
err收藏
Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores多队列联邦学习在基于MRI和基于代谢组学的年龄评分的死亡率预测中显示出协同作用
errJournal of Healthcare Informatics Research
IF3.7
err2025-07-30
err0
errOAAI
errPedro Mateus; Swier Garst; Jing Yu; Davy Cats; Alexander G. J. Harms; Mahlet Birhanu; Marian Beekman; P. Eline Slagboom; Marcel Reinders; Jeroen van der Grond; Andre Dekker; Jacobus F. A. Jansen; Magdalena Beran; Miranda T. Schram; Pieter Jelle Visser; Justine Moonen; Mohsen Ghanbari; Gennady Roshchupkin; Dina Vojinovic; Inigo Bermejo; Hailiang Mei; Esther E. Bron
err分享
err收藏
Verticox+: vertically distributed Cox proportional hazards model with improved privacy guaranteesVerticox+: 具有改进隐私保障的垂直分布式Cox比例风险模型
errComplex & Intelligent Systems
IF4.6
err2025-07-17
err0
errOAAI
errFlorian van Daalen; Djura Smits; Lianne Ippel; Andre Dekker; Inigo Bermejo
err分享
err收藏
A critique of current approaches to privacy in machine learning对机器学习中当前隐私保护方法的批判性分析
errEthics and Information Technology
IF4
err2025-06-20
err0
errOAAI
errFlorian van Daalen; Marine Jacquemin; Johan van Soest; Nina Stahl; David Townend; Andre Dekker; Inigo Bermejo
err分享
err收藏
Predicting Clinical Remission in Crohn's Disease: A Comparative Study of Expert-Generated and Computer-Generated Bayesian Networks
errJOURNAL OF CROHNS & COLITIS
IF8.7
err2025-01-22
err0
PREAI
errOkegunna, Y.; Utriainen, M.; Cloots, M. J. J.; Zhang, J.; Bermejo, I; Verleye, L.; Mujagic, Z.; Duijvestein, M.; Dekker, A.; Pierik, M. J.; Fijten, R. R. R.
err分享
err收藏
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study使用OMOP通用数据模型进行多队列痴呆症研究的数据协调和联合学习: 荷兰痴呆症队列案例研究
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2024-07-01
err4
errOAAI
errMateus, Pedro; Moonen, Justine; Beran, Magdalena; Jaarsma, Eva; van der Landen, Sophie M.; Heuvelink, Joost; Birhanu, Mahlet; Harms, Alexander G. J.; Bron, Esther; Wolters, Frank J.; Cats, Davy; Mei, Hailiang; Oomens, Julie; Jansen, Willemijn; Schram, Miranda T.; Dekker, Andre; Bermejo, Inigo
err分享
err收藏
VertiBayes: learning Bayesian network parameters from vertically partitioned data with missing valuesVertbayes: 从具有缺失值的垂直分区数据中学习贝叶斯网络参数
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2024-04-25
err1
errOAAI
errvan Daalen, Florian; Ippel, Lianne; Dekker, Andre; Bermejo, Inigo
err分享
err收藏
Image based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimization
errSCIENTIFIC REPORTS
IF3.9
err2023-10-24
err3
errOAAI
errMateus, Pedro; Volmer, Leroy; Wee, Leonard; Aerts, Hugo J. W. L.; Hoebers, Frank; Dekker, Andre; Bermejo, Inigo
err分享
err收藏
Estimating Treatment Effect of Adjuvant Chemotherapy in Elderly Patients With Stage III Colon Cancer Using Bayesian Networks
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2023-09-01
err1
errOAAI
errSieswerda, Melle; van Rossum, Ruby; Bermejo, Inigo; Geleijnse, Gijs; Aben, Katja; van Erning, Felice; de Hingh, Ignace; Lemmens, Valery; Dekker, Andre; Verbeek, Xander
err分享
err收藏
Using 3D deep features from CT scans for cancer prognosis based on a video classification model: A multi-dataset feasibility study
errMEDICAL PHYSICS
IF3.2
err2023-04-27
err5
errOAAI
errChen, Junhua; Wee, Leonard; Dekker, Andre; Bermejo, Inigo
err分享
err收藏
A comparison of machine learning models for predicting urinary incontinence in men with localized prostate cancer
errFRONTIERS IN ONCOLOGY
IF3.3
err2023-04-12
err8
errOAAI
errHasannejadasl, Hajar; Osong, Biche; Bermejo, Inigo; van der Poel, Henk; Vanneste, Ben; van Roermund, Joep; Aben, Katja; Zhang, Zhen; Kiemeney, Lambertus; Van Oort, Inge; Verwey, Renee; Hochstenbach, Laura; Bloemen, Esther; Dekker, Andre; Fijten, Rianne R. R.
err分享
err收藏
Privacy Preserving n-Party Scalar Product Protocol
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2023-04-01
err4
errOAAI
errvan Daalen, Florian; Ippel, Lianne; Dekker, Andre; Bermejo, Inigo
err分享
err收藏
Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study
errFRONTIERS IN ONCOLOGY
IF3.3
err2023-02-28
err4
errOAAI
errKalendralis, Petros; Luk, Samuel M. H.; Canters, Richard; Eyssen, Denis; Vaniqui, Ana; Wolfs, Cecile; Murrer, Lars; van Elmpt, Wouter; Kalet, Alan M.; Dekker, Andre; van Soest, Johan; Fijten, Rianne; Zegers, Catharina M. L.; Bermejo, Inigo
err分享
err收藏
Deep learning based unpaired image-to-image translation applications for medical physics: a systematic review基于深度学习的非配对图像到图像转换在医学物理学中的应用: 系统综述
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2023-02-23
err19
errOAAI
errChen, Junhua; Chen, Shenlun; Wee, Leonard; Dekker, Andre; Bermejo, Inigo
err分享
err收藏
Identifying Confounders Using Bayesian Networks and Estimating Treatment Effect in Prostate Cancer With Observational Data
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2023-01-01
err5
errOAAI
errSieswerda, Melle; Xie, Shixuan; van Rossum, Ruby; Bermejo, Inigo; Geleijnse, Gijs; Aben, Katja; van Erning, Felice; Lemmens, Valery; Dekker, Andre; Verbeek, Xander
err分享
err收藏
Generative models improve radiomics performance in different tasks and different datasets: An experimental study
errPHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS
IF2.7
err2022-06-01
err9
errOAAI
errChen, Junhua; Bermejo, Inigo; Dekker, Andre; Wee, Leonard
err分享
err收藏
Bayesian network structure for predicting two-year survival inpatients diagnosed with non-small cell lung cancer
errANNALS OF ONCOLOGY
IF65.4
err2022-04-01
err0
errOAAI
errOsong, B.; Dekker, A.; Wee, L.; van Soest, J.; Bermejo, I.
err分享
err收藏
Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery
errPHYSICS & IMAGING IN RADIATION ONCOLOGY
IF3.3
err2022-04-01
err4
errOAAI
errOsong, Biche; Masciocchi, Carlotta; Damiani, Andrea; Bermejo, Inigo; Meldolesi, Elisa; Chiloiro, Giuditta; Berbee, Maaike; Lee, Seok Ho; Dekker, Andre; Valentini, Vincenzo; Gerard, Jean-Pierre; Roedel, Claus; Bujko, Krzysztof; van de Velde, Cornelis; Folkesson, Joakim; Sainato, Aldo; Glynne-Jones, Robert; Ngan, Samuel; Braendengen, Morten; Sebag-Montefiore, David; van Soest, Johan
err分享
err收藏

研究方向

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合作学者
合作期刊
L
Lambertus A. Kiemeney
H 指数: 142 · 论文数: 1.2K
C
Cornelis J.�H. van de Velde
H 指数: 119 · 论文数: 1.1K
D
David A. Jaffray
H 指数: 96 · 论文数: 996
H
Hugo J.W.L. Aerts
H 指数: 91 · 论文数: 587
P
Pieter Jelle Visser
H 指数: 90 · 论文数: 934
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