Jan Nygård

Orcid: 0000-0001-9655-7003

According to our database1, Jan Nygård authored at least 26 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Cross-population evaluation of cervical cancer risk prediction algorithms.
Int. J. Medical Informatics, January, 2024

Can I trust my fake data - A comprehensive quality assessment framework for synthetic tabular data in healthcare.
CoRR, 2024

2023
A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions.
IEEE Commun. Surv. Tutorials, 2023

EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Automated Test Generation for Medical Rules Web Services: A Case Study at the Cancer Registry of Norway.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Cost Reduction on Testing Evolving Cancer Registry System.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2023

Challenges of Testing an Evolving Cancer Registration Support System in Practice.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

Federated Learning Showdown: The Comparative Analysis of Federated Learning Frameworks.
Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

Tracking Decisions about Granting Access to Health Data: Application Analysis and Requirements.
Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, 2023

Securing Federated GANs: Enabling Synthetic Data Generation for Health Registry Consortiums.
Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022
Generating Synthetic Data in a Secure Federated General Adversarial Networks for a Consortium of Health Registries.
CoRR, 2022

Matrix factorization for the reconstruction of cervical cancer screening histories and prediction of future screening results.
BMC Bioinform., 2022

Phenotyping of Cervical Cancer Risk Groups via Generalized Low-Rank Models Using Medical Questionnaires.
Proceedings of the Nordic Artificial Intelligence Research and Development, 2022

2021
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

DeCanSec: A Decentralized Architecture for Secure Statistical Computations on Distributed Health Registry Data.
Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

2019
Automated Refactoring of OCL Constraints with Search.
IEEE Trans. Software Eng., 2019

Bayesian multitask learning regression for heterogeneous patient cohorts.
J. Biomed. Informatics X, 2019

Using clinical cancer registry data for estimation of quality indicators: Results from the Norwegian breast cancer registry.
Int. J. Medical Informatics, 2019

2018
Stratifying Cervical Cancer Risk with Registry Data.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017
IOCL: An interactive tool for specifying, validating and evaluating OCL constraints.
Sci. Comput. Program., 2017

Anticipating anonymity in screening program databases.
Int. J. Medical Informatics, 2017

Efficient Encoding of Pathology Reports Using Natural Language Processing.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

RCIA: Automated Change Impact Analysis to Facilitate a Practical Cancer Registry System.
Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017

2016
MBF4CR: A Model-Based Framework for Supporting an Automated Cancer Registry System.
Proceedings of the Modelling Foundations and Applications - 12th European Conference, 2016

2014
Exploring Model-Based Repositories for a Broad Range of Industrial Applications and Challenges.
Proceedings of the 2014 14th International Conference on Quality Software, 2014


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