Isabelle Dehaene

According to our database, Isabelle Dehaene authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

Generalizability of AI Survival Models in the Context of Preterm Birth Prediction.

Anne M. Fischer, Isabelle Dehaene, Mark Hoogendoorn

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2021

Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling.

Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester

Artif. Intell. Medicine, 2021

2020

Clinical information extraction for preterm birth risk prediction.

Lucas Sterckx, Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester

J. Biomed. Informatics, 2020

Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling.

Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester

CoRR, 2020

2019

A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset.

Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester

Proceedings of the Artificial Intelligence in Medicine, 2019

Time-to-Birth Prediction Models and the Influence of Expert Opinions.

Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester

Proceedings of the Artificial Intelligence in Medicine, 2019