Melanoma Institute Australia

Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

Sarah Haggenmüller, Roman C. Maron, Achim Hekler et al.

2021 · 241 Zit.

Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology

Roxana Daneshjou, Catarina Barata, Brigid Betz‐Stablein et al.

2021 · 143 Zit.

Comparison of humans versus mobile phone-powered artificial intelligence for the diagnosis and management of pigmented skin cancer in secondary care: a multicentre, prospective, diagnostic, clinical trial

Scott W. Menzies, Christoph Sinz, Michelle Menzies et al.

2023 · 69 Zit.

Effect of patient‐contextual skin images in human‐ and artificial intelligence‐based diagnosis of melanoma: Results from the 2020 <scp>SIIM</scp>‐<scp>ISIC</scp> melanoma classification challenge

Nicholas R. Kurtansky, Clare Primiero, Brigid Betz‐Stablein et al.

2024 · 6 Zit.

Attitudes Towards the Use of Artificial Intelligence in Dermatology: A Survey of Australian Dermatologists

Brad Partridge, Monika Janda, Nicole Gillespie et al.

2025 · 5 Zit.

Minimum labelling requirements for dermatology artificial intelligence‐based Software as Medical Device (<scp>SaMD</scp>): A consensus statement

Åsa Ingvar, Ibukun Oloruntoba, Maithili Sashindranath et al.

2024 · 5 Zit.

Multi‐task <scp>AI</scp> models in dermatology: Overcoming critical clinical translation challenges for enhanced skin lesion diagnosis

Deval Mehta, Clare Primiero, Brigid Betz‐Stablein et al.

2025 · 2 Zit.

Informing a Position Statement on the Use of Large Language Models and <scp>AI</scp> Scribes in Dermatology in Australia

Liam J Caffery, Monica Taylor, Lisa M. Abbott et al.

2025 · 2 Zit.

Real-world evaluation of the use of melanoma risk prediction tools by clinicians in Australia: a mixed-methods study

Gillian Reyes-Marcelino, Rehana A Salam, D. Nicolás Espinoza et al.

2026 · 0 Zit.

Incubating Artificial Intelligence (AI) Initiatives and Careers in Dermatology

Shannon Wongvibulsin, Clare Primiero, Adewole S. Adamson et al.

2026 · 0 Zit.

Population‐Based Melanoma Screening Using Integrated Risk Scores in Australia: A Narrative Review to Determine Readiness

Courtney K. Wallingford, Chloe E. Mighton, Tamara Dawson et al.

2026 · 0 Zit.

Federated deep learning enables cancer subtyping by proteomics

Zhaoxiang Cai, Emma L. Boys, Zainab Noor et al.

2024 · 0 Zit.

Large Language Models for Accessible Reporting of Bioinformatics Analyses in Interdisciplinary Contexts

Lijia Yu, Daniel Kim, Yue Cao et al.

2025 · 0 Zit.