Jan F. Nygård

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Convolutional Neural Network

Cervical Cancer

Learning Frameworks

Quality Indicators

Top Venues

Int. J. Medical Informatics

Publications

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
Can I trust my fake data - A comprehensive quality assessment framework for synthetic tabular data in healthcare. Int. J. Medical Informatics 185 (2024)
Erblin Isaku, Christoph Laaber, Hassan Sartaj, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård
LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine. CoRR (2024)
Severin Elvatun, Daan Knoors, Mari Nygård, Anneli Uusküla, Andres Võrk, Jan F. Nygård
Cross-population evaluation of cervical cancer risk prediction algorithms. Int. J. Medical Informatics 181 (2024)
Narasimha Raghavan Veeraragavan, Mohammad Hossein Tabatabaei, Severin Elvatun, Vibeke Binz Vallevik, Siri Larønningen, Jan F. Nygård
Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators. CoRR (2024)
Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård
Challenges of Testing an Evolving Cancer Registration Support System in Practice. ICSE Companion (2023)
Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård
Automated Test Generation for Medical Rules Web Services: A Case Study at the Cancer Registry of Norway. CoRR (2023)
Chengjie Lu, Qinghua Xu, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård
EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System. CoRR (2023)
Erblin Isaku, Hassan Sartaj, Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård
Cost Reduction on Testing Evolving Cancer Registry System. CoRR (2023)
Mohammad Salar Arbabi, Chhagan Lal, Narasimha Raghavan Veeraragavan, Dusica Marijan, Jan F. Nygård, Roman Vitenberg
A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions. IEEE Commun. Surv. Tutorials 25 (1) (2023)
Mohammad Salar Arbabi, Arlindo Flávio da Conceição, Thiago Garrett, Jan F. Nygård, Roman Vitenberg
Tracking Decisions about Granting Access to Health Data: Application Analysis and Requirements. DAPPS (2023)
Sai Praneeth Karimireddy, Narasimha Raghavan Veeraragavan, Severin Elvatun, Jan F. Nygård
Federated Learning Showdown: The Comparative Analysis of Federated Learning Frameworks. FMEC (2023)
Erblin Isaku, Hassan Sartaj, Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård
Cost Reduction on Testing Evolving Cancer Registry System. ICSME (2023)
Christoph Laaber, Tao Yue, Shaukat Ali, Thomas Schwitalla, Jan F. Nygård
Challenges of Testing an Evolving Cancer Registration Support System in Practice. CoRR (2023)
Geir Severin R. E. Langberg, Mikal Stapnes, Jan F. Nygård, Mari Nygård, Markus Grasmair, Valeriya Naumova
Matrix factorization for the reconstruction of cervical cancer screening histories and prediction of future screening results. BMC Bioinform. (12) (2022)
Vinay Chakravarthi Gogineni, Severin R. E. Langberg, Valeriya Naumova, Jan F. Nygård, Mari Nygård, Markus Grasmair, Stefan Werner
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective. SSP (2021)
Vinay Chakravarthi Gogineni, Severin R. E. Langberg, Valeriya Naumova, Jan F. Nygård, Mari Nygård, Markus Grasmair, Stefan Werner
Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction. ACSCC (2021)
Olaf Johan Hartmann-Johnsen, Rolf Kåresen, Ellen Schlichting, Bjørn Naume, Jan F. Nygård
Using clinical cancer registry data for estimation of quality indicators: Results from the Norwegian breast cancer registry. Int. J. Medical Informatics 125 (2019)
Andre Goncalves, Priyadip Ray, Braden Soper, David P. Widemann, Mari Nygård, Jan F. Nygård, Ana Paula Sales
Bayesian multitask learning regression for heterogeneous patient cohorts. J. Biomed. Informatics X 4 (2019)
Hong Lu, Shuai Wang, Tao Yue, Shaukat Ali, Jan F. Nygård
Automated Refactoring of OCL Constraints with Search. IEEE Trans. Software Eng. 45 (2) (2019)
Hong Lu, Shuai Wang, Tao Yue, Shaukat Ali, Jan F. Nygård
Automated refactoring of OCL constraints with search. ICSE (2018)
Shuai Wang, Thomas Schwitalla, Tao Yue, Shaukat Ali, Jan F. Nygård
RCIA: Automated Change Impact Analysis to Facilitate a Practical Cancer Registry System. ICSME (2017)
Rebecka Weegar, Jan F. Nygård, Hercules Dalianis
Efficient Encoding of Pathology Reports Using Natural Language Processing. RANLP (2017)