Sofie Mylle

Artificial intelligence-based smartphone application for skin cancer detection : a prospective diagnostic accuracy study

Julie Kips (UGent) , Jorien Papeleu, Amber Shen (UGent) , Sofie Mylle, Emmely Genouw, Isabelle Hoorens (UGent) , Evelien Verhaeghe (UGent) and Lieve Brochez (UGent)

(2026) BRITISH JOURNAL OF DERMATOLOGY. 194(6). p.1077-1086

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Journal Article
A2
open access

The value of teledermatology advice for skin toxicity in oncology : experience from a pilot study

Sofie Mylle, Jorien Papeleu, Isabelle Hoorens (UGent) , Evelien Verhaeghe (UGent) and Lieve Brochez (UGent)

(2024) JMIR DERMATOLOGY. 7. p.58-60

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Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis : complementary information that may affect decision-making

Pieter Van Molle (UGent) , Sofie Mylle, Tim Verbelen (UGent) , Cedric De Boom, Bert Vankeirsbilck, Evelien Verhaeghe (UGent) , Bart Dhoedt (UGent) and Lieve Brochez (UGent)

(2023) EXPERIMENTAL DERMATOLOGY. 32(10). p.1744-1751

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The value of measuring uncertainty in neural networks in dermoscopy

Pieter Van Molle (UGent) , Lieve Brochez (UGent) , Tim Verbelen (UGent) , Cedric De Boom, Bert Vankeirsbilck, Evelien Verhaeghe (UGent) , Sofie Mylle, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2022) JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY. 87(5). p.1191-1193

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Journal Article
A1
open access

Lesion‐directed screening to optimize skin cancer detection in dermatology practice : an observational study

Sofie Mylle, Evelien Verhaeghe (UGent) , Laura Van Coile (UGent) , Beatrice Van de Maele, Isabelle Hoorens (UGent) and Lieve Brochez (UGent)

(2021) JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. 35(6). p.1309-1314

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Enhanced visualization of blood and pigment in multispectral skin dermoscopy

Laudine Janssen, Sofie Mylle, Sofie Van Kelst, Julie De Smedt, Bart Diricx, Tom Kimpe, Marc Boone, Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) and Marjan Garmyn

(2020) SKIN RESEARCH AND TECHNOLOGY. 26(5). p.708-712

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IL‐17A is not a treatment target in progressive vitiligo

Reinhart Speeckaert (UGent) , Sofie Mylle and Nanja van Geel (UGent)

(2019) PIGMENT CELL & MELANOMA RESEARCH. 32(6). p.842-847

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Comparison of methods to estimate the affected body surface area and the dosage of topical treatments in psoriasis and atopic dermatitis : the advantage of a picture‐based tool

Reinhart Speeckaert (UGent) , Isabelle Hoorens (UGent) , S Corthals, Liesbeth Delbaere (UGent) , Jo Lambert (UGent) , T. Lesseliers, Sofie Mylle, Katia Ongenae (UGent) , Sofie De Schepper (UGent) , L. De Smet, et al.

(2019) JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY. 33(9). p.1726-1732

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A study on confidence in classification of skin lesions by deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck, Sofie Mylle, Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder, Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) European Association of Dermato-Oncology, 15th Congress, Abstracts.

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Conference Paper
C3
open access

A study on confidence in classification of skin lesions by deep neural networks

Pieter Van Molle (UGent) , Tim Verbelen (UGent) , Bert Vankeirsbilck, Sofie Mylle, Evelien Verhaeghe (UGent) , Lieve Brochez (UGent) , Jonas De Vylder, Bart Diricx, Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2019) OncoPoint, 7th Research seminar, Abstracts.

Academic Bibliography

Sofie Mylle

Artificial intelligence-based smartphone application for skin cancer detection : a prospective diagnostic accuracy study

The value of teledermatology advice for skin toxicity in oncology : experience from a pilot study

Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis : complementary information that may affect decision-making

The value of measuring uncertainty in neural networks in dermoscopy

Lesion‐directed screening to optimize skin cancer detection in dermatology practice : an observational study

Enhanced visualization of blood and pigment in multispectral skin dermoscopy

IL‐17A is not a treatment target in progressive vitiligo

Comparison of methods to estimate the affected body surface area and the dosage of topical treatments in psoriasis and atopic dermatitis : the advantage of a picture‐based tool

A study on confidence in classification of skin lesions by deep neural networks

A study on confidence in classification of skin lesions by deep neural networks

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