Quantifying Uncertainty of Deep Neural Networks in Skin Lesion Classification. - Pieter Van Molle; Tim Verbelen; Cedric De Boom; Bert Vankeirsbilck; Jonas De Vylder; Bart Diricx; Tom Kimpe; Pieter Simoens; Bart Dhoedt (UNSURE/CLIP@MICCAI, 2019)

Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks. - Pieter Van Molle; Tim Verbelen; Bert Vankeirsbilck; Jonas De Vylder; Bart Diricx; Tom Kimpe; Pieter Simoens; Bart Dhoedt (Neural Comput. Appl., 2021)

Data-Efficient Sensor Upgrade Path Using Knowledge Distillation. - Pieter Van Molle; Cedric De Boom; Tim Verbelen; Bert Vankeirsbilck; Jonas De Vylder; Bart Diricx; Pieter Simoens; Bart Dhoedt (Sensors, 2021)

Open-source tool for model performance analysis for subpopulations. - Stijn Vandewiele; Jonas De Vylder; Bart Diricx; Sandra Edward; Tom Kimpe (Computer-Aided Diagnosis, 2023)