Ms Chantal Rutjes
PhD Candidate & Casual Senior Research Technician & Senior Research Technician
Frazer Institute
Affiliate of Dermatology Research Centre
Dermatology Research Centre
Journal Articles
Kahler, Sam, Rutjes, Chantal, Janda, Monika, Primiero, Clare and Soyer, H. Peter (2025). The deep imaging phenotype for melanoma risk stratification. SKINdeep (1) e150261, 1-20. doi: 10.1553/skindeep.2025.150261
Rutjes, Chantal, Mothershaw, Adam, D’Alessandro, Brian M., Primiero, Clare A., McInerney-Leo, Aideen, Soyer, H. Peter, Janda, Monika and Betz-Stablein, Brigid (2025). Combining automated lesion risk and change assessment improves melanoma detection: a retrospective accuracy study. Journal of Investigative Dermatology, 145 (3), 703-706.e1. doi: 10.1016/j.jid.2024.07.027
Muller, N., Tan, S., Rutjes, C., Katz, I., Khosrotehrani, K., Ge, Z. and Soyer, P. (2025). Dermatopathologist consensus is crucial for the development of artificial intelligence training data in dermatology. EJC Skin Cancer, 3 100472, 100472. doi: 10.1016/j.ejcskn.2025.100472
Muller, Nicholas M., Rutjes, Chantal, Tan, Samuel X., Vipulaguna, Nisal, Oloruntoba, Ayooluwatomiwa, Nguyen, Toan, von Schuckmann, Lena, Betz‐Stablein, Brigid, Khosrotehrani, Kiarash, Ge, Zongyuan, Soyer, H. Peter and Katz, Ian (2024). Consensus versus discordance in the classification of borderline melanocytic lesions between dermatopathologists and artificial intelligence: An Australian cohort study. Journal of the European Academy of Dermatology and Venereology. doi: 10.1111/jdv.20412
Maas, Ellie J, Wallingford, Courtney K, McGuire, Jessica J, Rutjes, Chantal, Smit, Darren J, Betz-Stablein, Brigid, Sturm, Richard A, Soyer, H Peter and McInerney-Leo, Aideen M (2022). Amelanotic/hypopigmented melanoma in a sibship with oculocutaneous albinism. The Journal of Dermatology, 49 (11), 1183-1187. doi: 10.1111/1346-8138.16528
Rutjes, Chantal, Torrano, Joachim and Soyer, H. Peter (2022). A 3D total-body photography research network: the Australian experiment. Der Hautarzt, 73 (3), 236-240. doi: 10.1007/s00105-021-04938-7
Betz‐Stablein, B., Llewellyn, S., Bearzi, P., Grochulska, K., Rutjes, C., Aitken, J.F., Janda, M., O’Rouke, P., Soyer, H.P. and Green, A.C. (2021). High variability in anatomic patterns of cutaneous photodamage: a population‐based study. Journal of the European Academy of Dermatology and Venereology, 35 (9), 1896-1903. doi: 10.1111/jdv.17352
Grochulska, Katarzyna, Betz-Stablein, Brigid, Rutjes, Chantal, Chiu, Frank Po-Chao, Menzies, Scott W., Soyer, H. Peter and Janda, Monika (2021). The additive value of 3D total body imaging for sequential monitoring of skin lesions: a case series. Dermatology, 238 (1), 1-6. doi: 10.1159/000517900
Zhang, Boyan, Wang, Zhiyong, Gao, Junbin, Rutjes, Chantal, Nufer, Kaitlin, Tao, Dacheng, Feng, David Dagan and Menzies, Scott W. (2021). Short-term lesion change detection for melanoma screening with novel Siamese neural network. IEEE Transactions on Medical Imaging, 40 (3) 9257458, 840-851. doi: 10.1109/TMI.2020.3037761
Jones, Lynnette M., Reinhoudt, Lotte L., Hilverda, Femke, Rutjes, Chantal and Hayes, Sandra C. (2020). Using the Integrative Model of Behavioral Prediction to Understand Female Breast Cancer Survivors' Barriers and Facilitators for Adherence to a Community-Based Group-Exercise Program. Seminars in Oncology Nursing, 36 (5) 151071, 151071. doi: 10.1016/j.soncn.2020.151071
Conference Papers
Muller, N.M., Tan, S.X., Rutjes, C., Khosrotehrani, K., von Schuckmann, L., Betz-Stablein, B. and Soyer, H. P. (2024). Pathologist consensus for diagnostic labels is crucial in the developement of artificial intelligence training data in dermatology. 53rd Annual ESDR Meeting, Lisbon, Portugal, 4-7 September 2024. Amsterdam, Netherlands: Elsevier. doi: 10.1016/j.jid.2024.10.431
Zegair, Fatima Al, Rutjes, Chantal, Betz-Stablein, Brigid, Ge, Zongyuan, Soyer, H. Peter and Chandra, Shekhar S. (2023). Suspicious naevi classification using auxiliary classifier generative adversarial network. 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Port Macquarie, NSW, Australia, 28 November - 1 December 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/dicta60407.2023.00041
Betz-Stablein, B. D., Rutjes, C., Kahler, S., Mothershaw, A., Jayasinghe, D., Stark, M., Janda, M. and Soyer, H. (2023). 203 Automated skin surface phenotype for melanoma risk assessment. 1st International Societies for Investigative Dermatology Meeting (ISID 2023), Tokyo, Japan, 10 - 13 May 2023. Oxford, United Kingdom: Elsevier. doi: 10.1016/j.jid.2023.03.205
Kahler, Sam, Rutjes, Chantal, Yan, Siyuan, Mothershaw, Adam, Yu, Zhen, Jayasinghe, Dilki, Ge, Zongyuan, Stark, Mitchell, Janda, Monika, Soyer, Peter and Betz-Stablein, Brigid (2023). Automated photodamage assessment from 3D total body photography for an objective assessment of melanoma risk. Australasian College of Dermatologists 55th Annual Scientific Meeting, Engage, Enhance, Elevate, Virtual, 27-29 May 2023. Richmond, VIC Australia: John Wiley & Sons.