Iñigo Bermejo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 13

Top Topics

Multiple Instance

Privacy Preserving

Bayesian Network Inference

Top Venues

Int. J. Approx. Reason.

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Publications

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
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study. J. Biomed. Informatics 155 (2024)
Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
Federated Bayesian Network Ensembles. CoRR (2024)
Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
Federated Bayesian Network Ensembles. FMEC (2023)
Junhua Chen, Chong Zhang, Leonard Wee, Andre Dekker, Iñigo Bermejo
Are all shortcuts in encoder-decoder networks beneficial for CT denoising? Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (1) (2023)
Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
Privacy Preserving $n$n-Party Scalar Product Protocol. IEEE Trans. Parallel Distributed Syst. 34 (4) (2023)
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
Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma. J. Digit. Imaging 36 (3) (2023)
Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values. CoRR (2022)
Junhua Chen, Iñigo Bermejo, Andre Dekker, Leonard Wee
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study. CoRR (2021)
Florian Van Daalen, Iñigo Bermejo, Lianne Ippel, Andre Dekker
Privacy preserving n-party scalar product protocol. CoRR (2021)
Junhua Chen, Chong Zhang, Alberto Traverso, Ivan Zhovannik, Andre Dekker, Leonard Wee, Iñigo Bermejo
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study. CoRR (2021)
Junhua Chen, Haiyan Zeng, Chong Zhang, Zhenwei Shi, Andre Dekker, Leonard Wee, Iñigo Bermejo
Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics. CoRR (2021)
Francisco Javier Díez, Manuel Luque, Iñigo Bermejo
Decision analysis networks. Int. J. Approx. Reason. 96 (2018)
Manuel Arias, Miguel Ángel Artaso, Iñigo Bermejo, Francisco Javier Díez, Manuel Luque, Jorge Pérez-Martín
Advanced Algorithms for Medical Decision Analysis. Implementation in OpenMarkov. AIME (2017)
Iñigo Bermejo, Francisco Javier Díez, Paul Govaerts, Bart Vaerenberg
A Probabilistic Graphical Model for Tuning Cochlear Implants. AIME (2013)