Jan Franz Nygård
Severin Elvatun,
Daan Knoors,
Simon Boge Brant,
Christian Jonasson,
Jan Franz Nygård
:
Synthetic data as external control arms in scarce single-arm clinical trials
PLOS Digital Health 2025 DOI
Narasimha Raghavan Veeraragavan,
Svetlana Boudko,
Jan Franz Nygård
:
A Multiparty Homomorphic Encryption Approach to Confidential Federated Kaplan Meier Survival Analysis
Christoph Laaber,
Shaukat Ali,
Thomas Schwitalla,
Jan Franz Nygård
:
Testing Medical Rules Web Services in Practice
arXiv.org 2024
Xinyi Wang,
Shaukat Ali,
Paolo Arcaini,
Narasimha Raghavan,
Jan Franz Nygård
:
Quantum Neural Network Classifier for Cancer
Registry System Testing: A Feasibility Study
arXiv.org 2024
Asmar Muqeet,
Hassan Sartaj,
Aitor Arrieta,
Shaukat Ali,
Paolo Arcaini,
Maite Arratibel
m.fl.:
Assessing Quantum Extreme Learning Machines for Software Testing in Practice
arXiv.org 2024
Vibeke Binz Vallevik,
Aleksandar Babic,
Serena Marshall,
Severin Elvatun,
Helga Maria Brøgger,
Sharmini Alagaratnam
m.fl.:
Can I trust my fake data – A comprehensive quality assessment framework for synthetic tabular data in healthcare
Anna Tisler,
Andres Võrk,
Martin Tammemägi,
Sven Erik Ojavee,
Mait Raag,
Aleksandra Šavrova
m.fl.:
Nationwide study on development and validation of a risk prediction model for CIN3+ and cervical cancer in Estonia
Scientific Reports 2024 DOI
Eileen Morgan,
Colette O'Neill,
Aude Bardot,
Paul Walsh,
Ryan R. Woods,
Lou Gonsalves
m.fl.:
Collecting Long-Term Outcomes in Population-Based Cancer Registry Data: The Case of Breast Cancer Recurrence
JCO Global Oncology 2024 DOI
Eileen Morgan,
Colette O’Neill,
Richa Shah,
Oliver Langselius,
Yaqi Su,
Clara Frick
m.fl.:
Metastatic recurrence in women diagnosed with non-metastatic breast cancer: a systematic review and meta-analysis
Breast Cancer Research 2024 DOI
Marthe Larsen,
Camilla Flåt Olstad,
Christoph I. Lee,
Tone Hovda,
Solveig Kristin Roth Hoff,
Marit Almenning Martiniussen
m.fl.:
Performance of an Artificial Intelligence System for Breast Cancer Detection on Screening Mammograms from BreastScreen Norway
Hege Oma Ohnstad,
Egil Støre Blix,
Lars Andreas Akslen,
Bjørnar Gilje,
Sunil Xavier Raj,
Helle Skjerven
m.fl.:
Impact of Prosigna test on adjuvant treatment decision in lymph node-negative early breast cancer—a prospective national multicentre study (EMIT-1)
Mohammad Salar Arbabi,
Arlindo Flavio Da Conceiçao,
Thiago Garrett,
Jan Franz Nygård,
Roman Vitenberg
:
Tracking Decisions about Granting Access to Health Data: Application Analysis and Requirements
Anouk H. Eijkelboom,
Marthe Larsen,
Sabine Siesling,
Jan Franz Nygård,
Solveig Sand-Hanssen Hofvind,
Linda de Munck
:
Prolonged screening interval due to the COVID-19 pandemic and its association with tumor characteristics and treatment; a register-based study from BreastScreen Norway
Marthe Larsen,
Camilla Flåt Olstad,
Henrik Wethe Koch,
Marit Almenning Martiniussen,
Solveig Kristin Roth Hoff,
Håkon Lund-Hanssen
m.fl.:
AI Risk Score on Screening Mammograms Preceding Breast Cancer Diagnosis
Severin Elvatun,
Daan Knoors,
Mari Kiens Nygård,
Anneli Uusküla,
Andres Võrk,
Jan Franz Nygård
:
Cross-population evaluation of cervical cancer risk prediction algorithms
Dave T. Hamersma,
Kay Schreuder,
Gijs Geleijnse,
Erik Heeg,
Matteo Cellamare,
Marc B. I. Lobbes
m.fl.:
Comparing quality of breast cancer care in the Netherlands and Norway by federated propensity score analytics
Mindaugas Stankūnas,
Kersti Pärna,
Anna Tisler,
Anda Ķīvīte-Urtāne,
Jana Zodzika,
Nicholas Baltzer
m.fl.:
Population Health Management Involving a Personalized Health Care Approach: An Example with Cervical Cancer Screening
Population health management 2023 DOI
Anouk H. Eijkelboom,
Linda de Munck,
Marthe Larsen,
Maarten J. Bijlsma,
Vivianne C.G. Tjan-Heijnen,
Carla H. van Gils
m.fl.:
Impact of the COVID-19 pandemic on breast cancer incidence and tumor stage in the Netherlands and Norway: A population-based study
Chengjie Lu,
Qinghua Xu,
Tao Yue,
Shaukat Ali,
Thomas Schwitalla,
Jan Franz Nygård
:
EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System
Christoph Laaber,
Tao Yue,
Shaukat Ali,
Thomas Schwitalla,
Jan Franz Nygård
:
Automated Test Generation for Medical Rules Web Services: A Case Study at the Cancer Registry of Norway
Association for Computing Machinery (ACM) 2023 DOI
Christoph Laaber,
Tao Yue,
Shaukat Ali,
Thomas Schwitalla,
Jan Franz Nygård
:
Challenges of Testing an Evolving Cancer Registration Support System in Practice
2023 DOI
Erblin Isaku,
Hassan Sartaj,
Christoph Laaber,
Tao Yue,
Thomas Schwitalla,
Jan Franz Nygård
:
Cost Reduction on Testing Evolving Cancer Registry System
2023 DOI
Mohammad Salar Arbabi,
Chhagan Lal,
Narasimha Raghavan Veeraragavan,
Dusica Marijan,
Jan Franz Nygård,
Roman Vitenberg
:
A Survey on Blockchain for Healthcare: Challenges, Benefits, and Future Directions
IEEE Communications Surveys and Tutorials 2022 DOI
Geir Severin Rakh Elvatun Langberg,
Jan Franz Nygård,
Vinay Chakravarthi Gogineni,
Mari Nygård,
Markus Grasmair,
Valeriya Naumova
:
Towards a data-driven system for personalized cervical cancer risk stratification
Rui Meng,
Braden Soper,
Herbert KH Lee,
Jan Franz Nygård,
Mari Nygård
:
Hierarchical continuous-time inhomogeneous hidden Markov model for cancer screening with extensive followup data
Statistical Methods in Medical Research 2022 DOI
Marthe Larsen,
Camilla Flåt Aglen,
Christoph I. Lee,
Solveig Roth Hoff,
Håkon Lund-Hanssen,
Kristina Lång
m.fl.:
Artificial Intelligence Evaluation of 122969 Mammography Examinations from a Population-based Screening Program
Geir Severin Rakh Elvatun Langberg,
Mikal Solberg Stapnes,
Jan Franz Nygård,
Mari Nygård,
Markus Grasmair,
Valeriya Naumova
:
Matrix factorization for the reconstruction of cervical cancer screening histories and prediction of future screening results
Harry Hallock,
Serena Elizabeth Marshall,
Peter A. C. 't Hoen,
Jan Franz Nygård,
Bert Hoorne,
Cameron Fox
m.fl.:
Federated Networks for Distributed Analysis of Health Data
Frontiers in Public Health 2021 DOI
Vinay Chakravarthi Gogineni,
Geir Severin Rakh Elvatun Langberg,
Valeriya Naumova,
Jan Franz Nygård,
Mari Nygård,
Markus Grasmair
m.fl.:
Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective
IEEE Signal Processing Society 2021 ARKIV
Espen Enerly,
Lena Holmstrøm,
Anna Skog,
Kristin Oterholt Knudsen,
Jan Franz Nygård,
Bjørn Møller
m.fl.:
Inspire: A new opportunity for cancer pharmacoepidemiology research
Norsk Epidemiologi 2021 DOI
Vinay Chakravarthi Gogineni,
Geir Severin Rakh Elvatun Langberg,
Valeriya Naumova,
Jan Franz Nygård,
Nygård, Mari,
Markus Grasmair
m.fl.:
Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction
Braden Soper,
Mari Nygård,
Ghaleb Abdulla,
Rui Meng,
Jan Franz Nygård
:
A hidden Markov model for population-level cervical cancer screening data
Statistics in Medicine 2020 DOI
Andre Goncalves,
Braden Soper,
Mari Nygård,
Jan Franz Nygård,
Priyadip Ray,
David Widemann
m.fl.:
Improving five-year survival prediction via multitask learning across HPV-related cancers
PLOS ONE 16. november 2020 DOI
Olaf Johan Hartmann-Johnsen,
Rolf Kåresen,
Ellen Schlichting,
Bjørn Naume,
Jan Franz Nygård
:
Using clinical cancer registry data for estimation of quality indicators: Results from the Norwegian breast cancer registry
Lu Hong,
Shuai Wang,
Tao Yue,
Shaukat Ali,
Jan Franz Nygård
:
Automated Refactoring of OCL Constraints with Search
IEEE Transactions on Software Engineering 2019 DOI
Andre Goncalves,
Priyadip Ray,
Braden Soper,
David Widemann,
Mari Nygård,
Jan Franz Nygård
m.fl.:
Bayesian multitask learning regression for heterogeneous patient cohorts
Journal of Biomedical Informatics: X 2019 DOI
Muhammad Hammad,
Tao Yue,
Shuai Wang,
Shaukat Ali,
Jan Franz Nygård
:
IOCL: An interactive tool for specifying, validating and evaluating OCL constraints
Science of Computer Programming 2017 DOI
Olaf Johan Hartmann-Johnsen,
Rolf Kåresen,
Ellen Schlichting,
Jan Franz Nygård
:
Better survival after breast-conserving therapy compared to mastectomy when axillary node status is positive in early-stage breast cancer: A registry-based follow-up study of 6387 Norwegian women participating in screening, primarily operated between 1998 and 2009
World Journal of Surgical Oncology (WJSO) 2017 DOI
Eva Irene Samant Lassemo,
Inger Sandanger,
Jan Franz Nygård,
Knut W. Sørgaard
:
The epidemiology of post-traumatic stress disorder in Norway: trauma characteristics and pre-existing psychiatric disorders
Shuai Wang,
Thomas Schwitalla,
Tao Yue,
Shaukat Ali,
Jan Franz Nygård
:
RCIA: Automated Change Impact Analysis to Facilitate a Practical Cancer Registry System
IEEE (Institute of Electrical and Electronics Engineers) 2017 DOI
Nicholas Baltzer,
Karin Sundström,
Jan Franz Nygård,
Joakim Dillner,
Jan Komorowski
:
Risk stratification in cervical cancer screening by complete screening history: Applying bioinformatics to a general screening population
International Journal of Cancer 2017 DOI
Shuai Wang,
Hong Lu,
Tao Yue,
Shaukat Ali,
Jan Franz Nygård
:
MBF4CR: A model-based framework for supporting an automated cancer registry system
Lecture Notes in Computer Science (LNCS) 2016 DOI
Eva Irene Lassemo,
Inger Sandanger,
Jan Franz Nygård,
Knut W. Sørgaard
:
Predicting disability pension – depression as hazard: a 10 year population-based cohort study in norway
International Journal of Methods in Psychiatric Research 2015 DOI
Olaf Johan Hartmann-Johnsen,
Rolf Kåresen,
Ellen Schlichting,
Jan Franz Nygård
:
Survival is Better After Breast Conserving Therapy than Mastectomy for Early Stage Breast Cancer: A Registry-Based Follow-up Study of Norwegian Women Primary Operated Between 1998 and 2008
Annals of Surgical Oncology 2015 DOI
Tom Sørensen,
Robert Kleiner,
Andreas Peder S Sørensen,
Paul Ngo,
Nils Bøe,
Jan Franz Nygård
:
Mental health promotion strategies and their effectiveness in local communities: sociocultural integration and multiple realities perspective
International Journal of Mental Health Promotion 05. juni 2014 DOI
Erblin Isaku,
Jan Franz Nygård
:
LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine
2024
Christoph Laaber,
Jan Franz Nygård
:
Automated Test Generation for Medical Rules Web Services: A Case Study at the Cancer Registry of Norway
2023
Siri Larønningen,
Jan Franz Nygård
:
From punch cards and knitting needles to machine learning – A journey through the Cancer Registry's 70 years of data processing
Norsk Epidemiologi 2022 DOI
Christoph Laaber,
Jan Franz Nygård
:
bencher
2022
Christoph Laaber,
Shaukat Ali,
Jan Franz Nygård
:
Multi-Objective Search-Based Software Microbenchmark Prioritization
2022
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