Computer vision

We develop computer vision pipelines to support medical/experimental data collection, such as EczemaNet (automatic assessment of eczema severity scores from camera images) and AFNet (automatic quantification of A. fumigatus fungal burden from histology images).

Detecting eczema areas in digital images: an impossible task?
Guillem Hurault, Kevin Pan, Ricardo Mokhtari, Bayanne Olabi, Eleanor Earp, Lloyd Steele, Hywel C. Williams, Reiko Tanaka
Cite Code DOI MedRxiv
EczemaNet: Automating Detection and Severity Assessment of Atopic Dermatitis
Atopic dermatitis (AD), also known as eczema, is one of the most common chronic skin diseases. AD severity is primarily evaluated based …
Kevin Pan, Guillem Hurault, Kailash Arulkumaran, Hywel C. Williams, Reiko Tanaka
Cite Code Project DOI