Jan Nygård

According to our database, Jan Nygård authored at least 33 papers between 2014 and 2024.

Collaborative distances:

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

2024

Cross-population evaluation of cervical cancer risk prediction algorithms.

Severin Elvatun, Daan Knoors, Mari Nygård, Anneli Uusküla, Andres Võrk, Jan F. Nygård

Int. J. Medical Informatics, January, 2024

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

Vibeke Binz Vallevik, Aleksandar Babic, Serena Elizabeth Marshall, Severin Elvatun, Helga Brøgger, Sharmini Alagaratnam, Bjørn Edwin, Narasimha Raghavan Veeraragavan, Anne Kjersti Befring, Jan F. Nygård

Int. J. Medical Informatics, 2024

A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis.

Narasimha Raghavan Veeraragavan, Svetlana Boudko, Jan Franz Nygård

CoRR, 2024

Testing Medical Rules Web Services in Practice.

Christoph Laaber, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård

CoRR, 2024

A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis.

Narasimha Raghavan Veeraragavan, Sai Praneeth Karimireddy, Jan Franz Nygård

CoRR, 2024

Quantum Neural Network Classifier for Cancer Registry System Testing: A Feasibility Study.

Xinyi Wang, Shaukat Ali, Paolo Arcaini, Narasimha Raghavan Veeraragavan, Jan F. Nygård

CoRR, 2024

Assessing Quantum Extreme Learning Machines for Software Testing in Practice.

Asmar Muqeet, Hassan Sartaj, Aitor Arrieta, Shaukat Ali, Paolo Arcaini, Maite Arratibel, Julie Marie Gjøby, Narasimha Raghavan Veeraragavan, Jan F. Nygård

CoRR, 2024

Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators.

Narasimha Raghavan Veeraragavan, Mohammad Hossein Tabatabaei, Severin Elvatun, Vibeke Binz Vallevik, Siri Larønningen, Jan F. Nygård

CoRR, 2024

LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine.

Erblin Isaku, Christoph Laaber, Hassan Sartaj, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård

CoRR, 2024

2023

A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions.

Mohammad Salar Arbabi, Chhagan Lal, Narasimha Raghavan Veeraragavan, Dusica Marijan, Jan F. Nygård, Roman Vitenberg

IEEE Commun. Surv. Tutorials, 2023

EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System.

Chengjie Lu, Qinghua Xu, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan Nygård

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.

Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan Nygård

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.

Erblin Isaku, Hassan Sartaj, Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2023

Challenges of Testing an Evolving Cancer Registration Support System in Practice.

Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård

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.

Sai Praneeth Karimireddy, Narasimha Raghavan Veeraragavan, Severin Elvatun, Jan F. Nygård

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.

Mohammad Salar Arbabi, Arlindo Flávio da Conceição, Thiago Garrett, Jan F. Nygård, Roman Vitenberg

Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, 2023

Securing Federated GANs: Enabling Synthetic Data Generation for Health Registry Consortiums.

Narasimha Raghavan Veeraragavan, Jan Franz Nygård

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.

Narasimha Raghavan Veeraragavan, Jan Franz Nygård

CoRR, 2022

Matrix factorization for the reconstruction of cervical cancer screening histories and prediction of future screening results.

Geir Severin R. E. Langberg, Mikal Stapnes, Jan F. Nygård, Mari Nygård, Markus Grasmair, Valeriya Naumova

BMC Bioinform., 2022

Phenotyping of Cervical Cancer Risk Groups via Generalized Low-Rank Models Using Medical Questionnaires.

Florian Becker, Mari Nygård, Jan Nygård, Age K. Smilde, Evrim Acar

Proceedings of the Nordic Artificial Intelligence Research and Development, 2022

2021

Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.

Vinay Chakravarthi Gogineni, Severin R. E. Langberg, Valeriya Naumova, Jan F. Nygård, Mari Nygård, Markus Grasmair, Stefan Werner

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction.

Vinay Chakravarthi Gogineni, Severin R. E. Langberg, Valeriya Naumova, Jan F. Nygård, Mari Nygård, Markus Grasmair, Stefan Werner

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.

Narasimha Raghavan Veeraragavan, Jan Franz Nygård

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

2019

Automated Refactoring of OCL Constraints with Search.

Hong Lu, Shuai Wang, Tao Yue, Shaukat Ali, Jan F. Nygård

IEEE Trans. Software Eng., 2019

Bayesian multitask learning regression for heterogeneous patient cohorts.

André R. Gonçalves, Priyadip Ray, Braden Soper, David P. Widemann, Mari Nygård, Jan F. Nygård, Ana Paula Sales

J. Biomed. Informatics X, 2019

Using clinical cancer registry data for estimation of quality indicators: Results from the Norwegian breast cancer registry.

Olaf Johan Hartmann-Johnsen, Rolf Kåresen, Ellen Schlichting, Bjørn Naume, Jan F. Nygård

Int. J. Medical Informatics, 2019

2018

Stratifying Cervical Cancer Risk with Registry Data.

Nicholas Baltzer, Mari Nygård, Karin Sundstrom, Joakim Dillner, Jan Nygård, Jan Komorowski

Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017

IOCL: An interactive tool for specifying, validating and evaluating OCL constraints.

Hammad Muhammad, Tao Yue, Shuai Wang, Shaukat Ali, Jan Nygård

Sci. Comput. Program., 2017

Anticipating anonymity in screening program databases.

Rafael Caballero, Sagar Sen, Jan Nygård

Int. J. Medical Informatics, 2017

Efficient Encoding of Pathology Reports Using Natural Language Processing.

Rebecka Weegar, Jan F. Nygård, Hercules Dalianis

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

RCIA: Automated Change Impact Analysis to Facilitate a Practical Cancer Registry System.

Shuai Wang, Thomas Schwitalla, Tao Yue, Shaukat Ali, Jan F. Nygård

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.

Shuai Wang, Hong Lu, Tao Yue, Shaukat Ali, Jan Nygård

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.

Tao Yue, Shaukat Ali, Arnaud Descour, Qitao Gan, Marius Liaaen, Geir Magne Merkesvik, Boas Krøgh Nielsen, Jan Nygård, Bjørn Ove Olafsen, Anne Lise Waal

Proceedings of the 2014 14th International Conference on Quality Software, 2014