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Federated Bayesian Network Ensembles

• Authors : van Daalen, Florian; Ippel, Lianne; Dekker, Andre

Subjects: Computer Science - Machine Learning; Computer Science - Cryptography and Security

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

• Authors : van Daalen, Florian; Ippel, Lianne; Dekker, Andre

Subjects: Computer Science - Machine Learning; Computer Science - Cryptography and Security

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

• Authors : Mateus, Pedro; Moonen, Justine; Beran, Magdalena

• Source: Mateus , P , Moonen , J , Beran , M , Jaarsma , E , van der Landen , S M , Heuvelink , J , Birhanu , M , Harms , A G J , Bron , E , Wolters , F J , Cats , D , Mei , H , Oomens , J , Jansen , W ,

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Development and validation of multicentre study on novel Artificial Intelligence-based Cardiovascular Risk Score (AICVD)

• Authors : Jalepalli, Shiv Kumar; Gupta, Prashant; Dekker, Andre L A J

Subjects: Family Practice; Public Health, Environmental and Occupational Health

• Source: Family Medicine and Community Health ; volume 12, issue Suppl 1, page e002340 ; ISSN 2305-6983 2009-8774

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Privacy preserving n-party scalar product protocol

• Authors : van Daalen, Florian; Bermejo, Inigo; Ippel, Lianne

Subjects: Computer Science - Cryptography and Security; Computer Science - Machine Learning

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Improving Reproducibility and Performance of Radiomics in Low Dose CT using Cycle GANs

• Authors : Chen, Junhua; Wee, Leonard; Dekker, Andre

Subjects: Quantitative Biology - Quantitative Methods; Physics - Medical Physics

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

• Authors : Chen, Junhua; Bermejo, Inigo; Dekker, Andre

Subjects: Quantitative Biology - Quantitative Methods; Computer Science - Computer Vision and Pattern Recognition; Electrical Engineering and Systems Science - Image and Video Processing

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

• Authors : Chen, Junhua; Zhang, Chong; Traverso, Alberto

Subjects: Quantitative Biology - Quantitative Methods; Computer Science - Machine Learning; Electrical Engineering and Systems Science - Image and Video Processing

• Source: Physics in Medicine & Biology 66.16 (2021) 165002

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

• Authors : Chen, Junhua; Zeng, Haiyan; Zhang, Chong

Subjects: Electrical Engineering and Systems Science - Image and Video Processing; Computer Science - Computer Vision and Pattern Recognition

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How Natural Language Processing Can Aid With Pulmonary Oncology Tumor Node Metastasis Staging From Free-Text Radiology Reports: Algorithm Development and Validation

• Authors : Puts, Sander; Nobel, Martijn; Zegers, Catharina

Subjects: Original Paper

• Source: JMIR Form Res

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