13 citations · 15 across the 3 of their papers we have counts for
3 papers
Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis
Deval Mehta, Brigid Betz-Stablein, Toan D Nguyen +8
The surge in developing deep learning models for diagnosing skin lesions through image analysis is notable, yet their clinical black faces challenges. Current dermatology AI models…
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images
Deval Mehta, Yaniv Gal, Adrian Bowling +2
Recent years have witnessed a rapid development of automated methods for skin lesion diagnosis and classification. Due to an increasing deployment of such systems in clinics, it ha…
Large-scale comparative visualisation of sets of multidimensional data
Dany Vohl, David G. Barnes, Christopher J. Fluke +8
We present encube a qualitative, quantitative and comparative visualisation and analysis system, with application to high-resolution, immersive three-dimensional environments a…