The value of measuring uncertainty in neural networks in dermoscopy
- Author
- Pieter Van Molle (UGent) , Lieve Brochez (UGent) , Tim Verbelen (UGent) , Cedric De Boom, Bert Vankeirsbilck (UGent) , Evelien Verhaeghe (UGent) , Sofie Mylle (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)
- Organization
- Keywords
- Dermatology, CNN, computer vision, deep learning, melanoma, neural networks, skin lesion classification, survey, uncertainty
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-8757758
- MLA
- Van Molle, Pieter, et al. “The Value of Measuring Uncertainty in Neural Networks in Dermoscopy.” JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, vol. 87, no. 5, 2022, pp. 1191–93, doi:10.1016/j.jaad.2022.03.006.
- APA
- Van Molle, P., Brochez, L., Verbelen, T., De Boom, C., Vankeirsbilck, B., Verhaeghe, E., … Dhoedt, B. (2022). The value of measuring uncertainty in neural networks in dermoscopy. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 87(5), 1191–1193. https://doi.org/10.1016/j.jaad.2022.03.006
- Chicago author-date
- Van Molle, Pieter, Lieve Brochez, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Evelien Verhaeghe, Sofie Mylle, Pieter Simoens, and Bart Dhoedt. 2022. “The Value of Measuring Uncertainty in Neural Networks in Dermoscopy.” JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY 87 (5): 1191–93. https://doi.org/10.1016/j.jaad.2022.03.006.
- Chicago author-date (all authors)
- Van Molle, Pieter, Lieve Brochez, Tim Verbelen, Cedric De Boom, Bert Vankeirsbilck, Evelien Verhaeghe, Sofie Mylle, Pieter Simoens, and Bart Dhoedt. 2022. “The Value of Measuring Uncertainty in Neural Networks in Dermoscopy.” JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY 87 (5): 1191–1193. doi:10.1016/j.jaad.2022.03.006.
- Vancouver
- 1.Van Molle P, Brochez L, Verbelen T, De Boom C, Vankeirsbilck B, Verhaeghe E, et al. The value of measuring uncertainty in neural networks in dermoscopy. JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY. 2022;87(5):1191–3.
- IEEE
- [1]P. Van Molle et al., “The value of measuring uncertainty in neural networks in dermoscopy,” JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, vol. 87, no. 5, pp. 1191–1193, 2022.
@article{8757758,
author = {{Van Molle, Pieter and Brochez, Lieve and Verbelen, Tim and De Boom, Cedric and Vankeirsbilck, Bert and Verhaeghe, Evelien and Mylle, Sofie and Simoens, Pieter and Dhoedt, Bart}},
issn = {{0190-9622}},
journal = {{JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY}},
keywords = {{Dermatology,CNN,computer vision,deep learning,melanoma,neural networks,skin lesion classification,survey,uncertainty}},
language = {{eng}},
number = {{5}},
pages = {{1191--1193}},
title = {{The value of measuring uncertainty in neural networks in dermoscopy}},
url = {{http://doi.org/10.1016/j.jaad.2022.03.006}},
volume = {{87}},
year = {{2022}},
}
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