William Yolland
Simon Fraser University(CA)MetaOptima Technology (Canada)(CA)
Publications by Year
Research Areas
Cutaneous Melanoma Detection and Management, AI in cancer detection, graph theory and CDMA systems, Finite Group Theory Research, Coding theory and cryptography
Most-Cited Works
- → Multimodal skin lesion classification using deep learning(2018)301 cited
- → 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(2023)66 cited
- → Linking Neural Collapse and L2 Normalization with Improved Out-of-Distribution Detection in Deep Neural Networks(2022)2 cited
- → Can self-training identify suspicious ugly duckling lesions?(2021)1 cited
- → Constructions of difference sets in nonabelian 2-groups(2023)1 cited
- → Out-of-Distribution Detection for Dermoscopic Image Classification(2021)
- → Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization(2023)
- → Comparison of Humans Versus Mobile Phone-Powered Artificial Intelligence for the Diagnosis and Management of Skin Cancer: A Multinational Prospective Diagnostic Clinical Trial(2022)