Iñigo Bermejo

According to our database, Iñigo Bermejo authored at least 20 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multinomial Classification Certainty: a new uncertainty metric for multinomial outcome prediction.

Florian van Daalen, Ralph Brecheisen, Leonard Wee, Andre Dekker, Iñigo Bermejo

Prog. Artif. Intell., June, 2026

2025

Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores.

Pedro Mateus, Swier Garst, Jing Yu, Davy Cats, Alexander G. J. Harms, Mahlet A. Birhanu, Marian Beekman, P. Eline Slagboom, Marcel J. T. Reinders, Jeroen van der Grond, Andre Dekker, Jacobus F. A. Jansen, Magdalena Beran, Miranda T. Schram, Pieter Jelle Visser, Justine E. F. Moonen, Mohsen Ghanbari, Gennady Roshchupkin, Dina Vojinovic, Iñigo Bermejo, Hailiang Mei, Esther E. Bron

J. Heal. Informatics Res., December, 2025

A critique of current approaches to privacy in machine learning.

Florian van Daalen, Marine Jacquemin, Johan van Soest, Nina Stahl, David Townend, Andre Dekker, Iñigo Bermejo

Ethics Inf. Technol., September, 2025

Verticox+: vertically distributed Cox proportional hazards model with improved privacy guarantees.

Florian van Daalen, Djura Smits, Lianne Ippel, Andre Dekker, Iñigo Bermejo

Complex Intell. Syst., 2025

Predicting Clinical Remission in Crohn's Disease: A Comparative Study of Expert-Generated and Computer-Generated Bayesian Networks.

Yomi Okegunna, Maija Utriaine, Manon J. J. Cloots, Jiaxu Zhang, Iñigo Bermejo, Loriane M. M. Verleye, Marjolijn Duijvestein, Zlatan Mujagic, Andre Dekker, Marieke J. Pierik, Rianne Fijten

Proceedings of the 16th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences (SWAT4HCLS 2025), 2025

2024

Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study.

Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva Jaarsma, Sophie M. van der Landen, Joost Heuvelink, Mahlet A. Birhanu, Alexander G. J. Harms, Esther Bron, Frank J. Wolters, Davy Cats, Hailiang Mei, Julie Oomens, Willemijn Jansen, Miranda T. Schram, Andre Dekker, Iñigo Bermejo

J. Biomed. Informatics, 2024

A Response to: A Note on "Privacy Preserving n-Party Scalar Product Protocol".

Florian van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo

CoRR, 2024

MRI-based and metabolomics-based age scores act synergetically for mortality prediction shown by multi-cohort federated learning.

Pedro Mateus, Swier Garst, Jing Yu, Davy Cats, Alexander G. J. Harms, Mahlet A. Birhanu, Marian Beekman, P. Eline Slagboom, Marcel J. T. Reinders, Jeroen van der Grond, Andre Dekker, Jacobus F. A. Jansen, Magdalena Beran, Miranda T. Schram, Pieter Jelle Visser, Justine E. F. Moonen, Mohsen Ghanbari, Gennady Roshchupkin, Dina Vojinovic, Iñigo Bermejo, Hailiang Mei, Esther E. Bron

CoRR, 2024

VertiBayes: learning Bayesian network parameters from vertically partitioned data with missing values.

Florian van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo

Complex Intell. Syst., 2024

2023

Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma.

Sneha Mithun, Ashish Kumar Jha, Umeshkumar B. Sherkhane, Vinay Jaiswar, Nilendu Purandare, Andre Dekker, Sander Puts, Iñigo Bermejo, Venkatesh Rangarajan, Catharina M. L. Zegers, Leonard Wee

J. Digit. Imaging, June, 2023

Privacy Preserving $n$n-Party Scalar Product Protocol.

Florian van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo

IEEE Trans. Parallel Distributed Syst., April, 2023

Are all shortcuts in encoder-decoder networks beneficial for CT denoising?

Junhua Chen, Chong Zhang, Leonard Wee, Andre Dekker, Iñigo Bermejo

Comput. methods Biomech. Biomed. Eng. Imaging Vis., January, 2023

Federated Bayesian Network Ensembles.

Florian van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo

Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

2021

Privacy preserving n-party scalar product protocol.

Florian van Daalen, Iñigo Bermejo, Lianne Ippel, Andre Dekker

CoRR, 2021

Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study.

Junhua Chen, Iñigo Bermejo, Andre Dekker, Leonard Wee

CoRR, 2021

Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study.

Junhua Chen, Chong Zhang, Alberto Traverso, Ivan Zhovannik, Andre Dekker, Leonard Wee, Iñigo Bermejo

CoRR, 2021

Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics.

Junhua Chen, Haiyan Zeng, Chong Zhang, Zhenwei Shi, Andre Dekker, Leonard Wee, Iñigo Bermejo

CoRR, 2021

2018

Decision analysis networks.

Francisco Javier Díez, Manuel Luque, Iñigo Bermejo

Int. J. Approx. Reason., 2018

2017

Advanced Algorithms for Medical Decision Analysis. Implementation in OpenMarkov.

Manuel Arias, Miguel Ángel Artaso, Iñigo Bermejo, Francisco Javier Díez, Manuel Luque, Jorge Pérez-Martín

Proceedings of the Artificial Intelligence in Medicine, 2017

2013

A Probabilistic Graphical Model for Tuning Cochlear Implants.

Iñigo Bermejo, Francisco Javier Díez, Paul Govaerts, Bart Vaerenberg

Proceedings of the Artificial Intelligence in Medicine, 2013