Iñigo Bermejo

21 papers B 2Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A critique of current approaches to privacy in machine learning. Ethics Inf. Technol. Florian Van Daalen, Marine Jacquemin, Johan van Soest, Nina Stahl, David Townend, Andre Dekker, Iñigo Bermejo
2025	J	`jnl`	Multi-Cohort Federated Learning Shows Synergy in Mortality Prediction for MRI-Based and Metabolomics-Based Age Scores. J. Heal. Informatics Res. 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
2025	—	`conf`	Predicting Clinical Remission in Crohn's Disease: A Comparative Study of Expert-Generated and Computer-Generated Bayesian Networks. SWAT4HCLS 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
2025	J	`jnl`	Verticox+: vertically distributed Cox proportional hazards model with improved privacy guarantees. Complex Intell. Syst. Florian Van Daalen, Djura Smits, Lianne Ippel, Andre Dekker, Iñigo Bermejo
2024	J	`jnl`	A Response to: A Note on "Privacy Preserving n-Party Scalar Product Protocol". CoRR Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
2024	J	`jnl`	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 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
2024	J	`jnl`	Federated Bayesian Network Ensembles. CoRR Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
2024	J	`jnl`	MRI-based and metabolomics-based age scores act synergetically for mortality prediction shown by multi-cohort federated learning. CoRR 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
2024	J	`jnl`	VertiBayes: learning Bayesian network parameters from vertically partitioned data with missing values. Complex Intell. Syst. Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
2023	J	`jnl`	Are all shortcuts in encoder-decoder networks beneficial for CT denoising? Comput. methods Biomech. Biomed. Eng. Imaging Vis. Junhua Chen, Chong Zhang, Leonard Wee, Andre Dekker, Iñigo Bermejo
2023	J	`jnl`	Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma. J. Digit. Imaging 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
2023	—	`conf`	Federated Bayesian Network Ensembles. FMEC Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
2023	J	`jnl`	Privacy Preserving $n$n-Party Scalar Product Protocol. IEEE Trans. Parallel Distributed Syst. Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
2022	J	`jnl`	VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values. CoRR Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
2021	J	`jnl`	Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study. CoRR Junhua Chen, Iñigo Bermejo, Andre Dekker, Leonard Wee
2021	J	`jnl`	Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study. CoRR Junhua Chen, Chong Zhang, Alberto Traverso, Ivan Zhovannik, Andre Dekker, Leonard Wee, Iñigo Bermejo
2021	J	`jnl`	Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics. CoRR Junhua Chen, Haiyan Zeng, Chong Zhang, Zhenwei Shi, Andre Dekker, Leonard Wee, Iñigo Bermejo
2021	J	`jnl`	Privacy preserving n-party scalar product protocol. CoRR Florian Van Daalen, Iñigo Bermejo, Lianne Ippel, Andre Dekker
2018	J	`jnl`	Decision analysis networks. Int. J. Approx. Reason. Francisco Javier Díez, Manuel Luque, Iñigo Bermejo
2017	B	`conf`	Advanced Algorithms for Medical Decision Analysis. Implementation in OpenMarkov. AIME Manuel Arias, Miguel Ángel Artaso, Iñigo Bermejo, Francisco Javier Díez, Manuel Luque, Jorge Pérez-Martín
2013	B	`conf`	A Probabilistic Graphical Model for Tuning Cochlear Implants. AIME Iñigo Bermejo, Francisco Javier Díez, Paul Govaerts, Bart Vaerenberg