Browsing by author "Van Molle, Pieter"
Now showing items 1-12 of 12
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A study on confidence in classification of skin lesions by deep neural networks
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, S.; Verhaeghe, E.; Brochez, E.; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019) -
A study on confidence in classification of skin lesions by deep neural networks
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, Sofie; Verhaeghe, E.; Brochez, L.; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019-03) -
Assessing uncertainty for computer assisted skin lesion diagnosis
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, S.; Verhaeghe, E.; Brochez, Lieve; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019) -
Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis: Complementary information that may affect decision-making
Van Molle, Pieter; Mylle, Sofie; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; Verhaeghe, Evelien; Dhoedt, Bart; Brochez, Lieve (2023) -
Integrating Neural Networks as Diagnosis Support in Dermatology
Van Molle, Pieter (2024) -
Learning robots to grasp by demonstration
De Coninck, Elias; Verbelen, Tim; Van Molle, Pieter; Simoens, Pieter; Dhoedt, Bart (2020-05) -
Learning to Grasp from a single demonstration
Van Molle, Pieter; Verbelen, Tim; De Coninck, Elias; De Boom, Cedric; Simoens, Pieter; Dhoedt, Bart (2018-06) -
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; De Vylder, Jonas; Diricx, Bart; Kimpe, Tom; Simoens, Pieter; Dhoedt, Bart (2021) -
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things
Leroux, Sam; Bohez, Steven; De Coninck, Elias; Van Molle, Pieter; Vankeirsbilck, Bert; Verbelen, Tim; Simoens, Pieter; Dhoedt, Bart (2019) -
Quantifying uncertainty of deep neural networks in skin lesion classification
Van Molle, Pieter; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; De Vylder, Jona; Diricx, B.; Kimpe, T.; Simoens, Pieter; Dhoedt, Bart (2019) -
The value of measuring uncertainty in neural networks in dermoscopy
Van Molle, Pieter; Brochez, Lieve; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; Verhaeghe, Evelien; Mylle, Sofie; Simoens, Pieter; Dhoedt, Bart (2022) -
Visualizing convolutional neural networks to improve decision support for skin lesion classification
Van Molle, Pieter; De Strooper, Miguel; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018-09)