Overview
Background
Dr Dilki Jayasinghe is a Biostatistics Research Fellow at the Centre for Health Services Research, with expertise in statistical analysis using imaging data, validation and application of artificial intelligence (AI) tools in dermatology and melanoma epidemiology. She completed her PhD in 2023 on statistical modelling of the natural history and spatial distribution of naevi (or moles, the strongest phenotypic risk factor for melanoma) using 3D total-body photography.
Availability
- Dr Dilki Jayasinghe is:
- Available for supervision
Qualifications
- Bachelor (Honours) of Statistics, University of Sri Jayewardenepura
- Doctor of Philosophy of Biostatistics, The University of Queensland
Works
Search Professor Dilki Jayasinghe’s works on UQ eSpace
2025
Journal Article
Automated classification of site-specific cutaneous photodamage using a convolutional neural network and 3D total body photography
Kahler, Sam, Yan, Siyuan, Mothershaw, Adam, Leo, Francesco, Rutjes, Chantal, Yu, Zhen, Jayasinghe, Dilki, Mar, Victoria, Janda, Monika, Ge, Zongyuan, Soyer, H. Peter, Betz-Stablein, Brigid and Primiero, Clare (2025). Automated classification of site-specific cutaneous photodamage using a convolutional neural network and 3D total body photography. British Journal of Dermatology ljaf516. doi: 10.1093/bjd/ljaf516
2025
Journal Article
Exploring melanoma awareness in the Australian adult population: a cross‐sectional survey
Hennessey, Emma, Zheng, Lejie, Horsham, Caitlin, Jayasinghe, Dilki, Wilson, Liz, Smith, Samuel G. and Janda, Monika (2025). Exploring melanoma awareness in the Australian adult population: a cross‐sectional survey. Health Promotion Journal of Australia, 37 (1) e70131, e70131. doi: 10.1002/hpja.70131
2025
Journal Article
3D-total body photography identifies cutaneous phenotypes associated with late-onset invasive melanoma risk
Kahler, Sam, Primiero, Clare, Mothershaw, Adam, Jayasinghe, Dilki, Rutjes, Chantal, Betz-Stablein, Brigid, Janda, Monika, Soyer, H. Peter and McInerney-Leo, Aideen (2025). 3D-total body photography identifies cutaneous phenotypes associated with late-onset invasive melanoma risk. British Journal of Dermatology ljaf440. doi: 10.1093/bjd/ljaf440
2025
Journal Article
Automating skin colour assessment using <scp>3D</scp> total‐body photography: A proof‐of‐concept study
Rutjes, Chantal, Primiero, Clare A., Mothershaw, Adam, Betz‐Stablein, Brigid, Muller, Nicholas M., Liu, Timothy J., McInerney‐Leo, Aideen, Janda, Monika, Soyer, Hans Peter and Jayasinghe, Dilki (2025). Automating skin colour assessment using 3D total‐body photography: A proof‐of‐concept study. Journal of the European Academy of Dermatology and Venereology jdv.70146. doi: 10.1111/jdv.70146
2025
Journal Article
A longitudinal dataset of tile and corresponding dermoscopic images with metadata for identifying skin cancers
Ghahari, Nima, Caffery, Liam, Betz-Stablein, Brigid, Mothershaw, Adam, Jayasinghe, Dilki, Primiero, Clare, Chandra, Shekhar S., Torrano, Joachim, Soyer, H. Peter and Janda, Monika (2025). A longitudinal dataset of tile and corresponding dermoscopic images with metadata for identifying skin cancers. Scientific Data, 12 (1) 1602, 1602-1. doi: 10.1038/s41597-025-05880-2
2025
Journal Article
Unpredictable interdependence of invasive and in situ melanoma
Kahler, Sam, Primiero, Clare, Jayasinghe, Dilki, Mothershaw, Adam, Janda, Monika, Betz-Stablein, Brigid, Soyer, H. Peter and McInerney-Leo, Aideen (2025). Unpredictable interdependence of invasive and in situ melanoma. British Journal of Dermatology, 193 (4) ljaf235, 782-784. doi: 10.1093/bjd/ljaf235
2025
Conference Publication
Automating skin colour assessment for melanoma risk stratification using 3D total body photography
Rutjes, Chantal, Jayasinghe, Dilki, Mothershaw, Adam, Betz-Stablein, Brigid, Primiero, Clare, McInerney-Leo, Aideen, Janda, Monika and Soyer, H. Peter (2025). Automating skin colour assessment for melanoma risk stratification using 3D total body photography. Australasian College of Dermatologists, 57th Annual Scientific Meeting, Brisbane, QLD, Australia, 31 May - 2 June 2025. Richmond, VIC, Australia: John Wiley & Sons. doi: 10.1111/ajd.14495
2025
Conference Publication
Leveraging artificial intelligence and 3D total body photography to automate skin photodamage assessment
Primiero, Clare, Kahler, Sam, Yan, Siyuan, Mothershaw, Adam, Rutjes, Chantal, Yu, Zhen, Jayasinghe, Dilki, Janda, Monika, Ge, Zongyuan, Soyer, H. Peter and Betz-Stablein, Brigid (2025). Leveraging artificial intelligence and 3D total body photography to automate skin photodamage assessment. Australasian College of Dermatologists, 57th Annual Scientific Meeting, Brisbane, QLD, Australia, 31 May 2025 – 2 June 2025. Richmond, VIC, Australia: John Wiley & Sons. doi: 10.1111/ajd.14495
2025
Journal Article
Development of a novel Classification of intraoperative Adverse Surgical Events (CiASE) in gynaecological cancer surgery
West, Simon, Jayasinghe, Dilki, Davie, Stacey and Obermair, Andreas (2025). Development of a novel Classification of intraoperative Adverse Surgical Events (CiASE) in gynaecological cancer surgery. International Journal of Gynecological Cancer, 35 (8) 101993, 101993. doi: 10.1016/j.ijgc.2025.101993
2025
Conference Publication
Incidence and outcomes of queensland patients with invasive melanoma of tthe dorsum of the hand from 2001 to 2021
Dwivedi, Nikhil, Wang, Sarah, Huang, Ziqi, Moore, Julie, Jayasinghe, Dilki, Janda, Monika and Soyer, H. Peter (2025). Incidence and outcomes of queensland patients with invasive melanoma of tthe dorsum of the hand from 2001 to 2021. Australasian College of Dermatologists, 57th Annual Scientific Meeting, Brisbane, QLD, Australia, 31 May-2 June 2025. Richmond, VIC, Australia: John Wiley & Sons. doi: 10.1111/ajd.14507
2025
Journal Article
3D total-body photography in patients at high risk for melanoma : a randomized clinical trial
Soyer, H. Peter, Jayasinghe, Dilki, Rodriguez-Acevedo, Astrid J., Collins, Louisa G., Caffery, Liam J., Whiteman, David C., Betz-Stablein, Brigid, Osborne, Sonya R., Finnane, Anna, Horsham, Caitlin, Primiero, Clare, Gray, Leonard C. and Janda, Monika (2025). 3D total-body photography in patients at high risk for melanoma : a randomized clinical trial. JAMA Dermatology, 161 (5), 472-481. doi: 10.1001/jamadermatol.2025.0211
2025
Journal Article
Estimation of Body Mass Index (BMI) from 3D total body photography
Kahler, Sam, Betz-Stablein, Brigid, Lee, Fabian, Torrano, Joachim, Janda, Monika, Primiero, Clare, Soyer, H. Peter and Jayasinghe, Dilki (2025). Estimation of Body Mass Index (BMI) from 3D total body photography. The Journal of Investigative Dermatology, 145 (4), 972-975.e1. doi: 10.1016/j.jid.2024.06.1294
2025
Journal Article
Incidence and patterns of newly developed pigmented lesions in adults at high risk for melanoma
Wolber, Anna K., Jayasinghe, Dilki, Betz-Stablein, Brigid, Janda, Monika, Soyer, H. Peter and Kittler, Harald (2025). Incidence and patterns of newly developed pigmented lesions in adults at high risk for melanoma. British Journal of Dermatology, 192 (4) ljae467, 751-753. doi: 10.1093/bjd/ljae467
2025
Journal Article
An overview of data analysis approaches and biases in unveiling the impact of COVID 19 on melanoma diagnosis
Zheng, Lejie, Soyer, H. Peter, Janda, Monika and Jayasinghe, Dilki (2025). An overview of data analysis approaches and biases in unveiling the impact of COVID 19 on melanoma diagnosis. Journal of Investigative Dermatology, 145 (10), 2619-2623.e4. doi: 10.1016/j.jid.2025.03.009
2025
Other Outputs
A longitudinal dataset of tile and corresponding dermoscopic images with metadata for identifying skin cancers
Ghahari, Nima, Caffery, Liam, Betz-Stablein, Brigid, Mothershaw, Adam, Jayasinghe, Dilki, Primiero, Clare, Chandra, Shekhar S., Torrano, Joachim, Soyer, H. Peter and Janda, Monika (2025). A longitudinal dataset of tile and corresponding dermoscopic images with metadata for identifying skin cancers. The University of Queensland. (Dataset) doi: 10.48610/a13deaf
2024
Journal Article
Systematic review of nevus counting and reporting methodologies in contemporary studies of the general population
Jayasinghe, Dilki, Naranpanawa, Nathasha, Ashley, Daniel Paul, Ingvar, Åsa, Betz-Stablein, Brigid, Soyer, H. Peter and Janda, Monika (2024). Systematic review of nevus counting and reporting methodologies in contemporary studies of the general population. Dermatology Practical and Conceptual, 14 (4) e2024223, e2024223. doi: 10.5826/dpc.1404a223
2024
Conference Publication
Nevus counting and reporting methodologies in general population studies: A systematic review
Ashley, Daniel, Jayasinghe, Dilki, Naranpanawa, Nathasha, Ashley, Daniel, Ingvar, Åsa, Betz-Stablein, Brigid, Soyer, Peter and Janda, Monika (2024). Nevus counting and reporting methodologies in general population studies: A systematic review. American Academy of Dermatology Annual Meeting 2024, San Diego, CA United States, 8 - 12 March 2024. Philadelphia, PA United States: Elsevier. doi: 10.1016/j.jaad.2024.07.1049
2024
Journal Article
Comparison of artificial intelligence smartphone applications for skin cancer risk stratification of pigmented lesions: an observational study
Milliken, Lara, Horsham, Caitlin, Rodriguez‐Acevedo, Astrid J., Jayasinghe, Dilki, Soyer, H. Peter and Janda, Monika (2024). Comparison of artificial intelligence smartphone applications for skin cancer risk stratification of pigmented lesions: an observational study. Journal of the European Academy of Dermatology and Venereology, 38 (12), 2303-2308. doi: 10.1111/jdv.20253
2024
Journal Article
Automated detection of pigmented iris freckles using a deep neural network for cutaneous melanoma risk
Naranpanawa, Nathasha, Jayasinghe, Dilki, Sturm, Richard A., Betz-Stablein, Brigid, Janda, Monika, Eriksson, Anders, Soyer, H. Peter and Chandra, Shekhar S. (2024). Automated detection of pigmented iris freckles using a deep neural network for cutaneous melanoma risk. Journal of Investigative Dermatology, 144 (11), 2602-2605. doi: 10.1016/j.jid.2024.04.029
2023
Other Outputs
Statistical Modelling of the Natural History and Spatial Distribution of Naevi using 3D Total-Body Photography
Jayasinghe Arachchige, Dilki (2023). Statistical Modelling of the Natural History and Spatial Distribution of Naevi using 3D Total-Body Photography. PhD Thesis, Faculty of Medicine, The University of Queensland. doi: 10.14264/f341b30
Supervision
Availability
- Dr Dilki Jayasinghe is:
- Available for supervision
Looking for a supervisor? Read our advice on how to choose a supervisor.
Media
Enquiries
For media enquiries about Dr Dilki Jayasinghe's areas of expertise, story ideas and help finding experts, contact our Media team: