Physician Level Assessment of Hirsute Women and of Their Eligibility for Laser Treatment With Deep Learning.
Kenneth ThomsenRaluca JalaboiOle WintherHans Bredsted LomholtHenrik F LorentzenTrine HøgsbergHenrik EgekvistLene HedelundSofie JørgensenSanne FrostTrine BertelsenLars IversenPublished in: Lasers in surgery and medicine (2024)
Current assessment of eligibility for laser hair removal is challenging. Developing a laser hair removal eligibility assessment tool based on deep learning that performs on a par with trained dermatologists is feasible. Such a model may potentially reduce workload, increase quality and effectiveness, and facilitate equal health-care access. However, to achieve true clinical generalizability, prospective randomized clinical intervention studies are needed.
Keyphrases
- deep learning
- randomized controlled trial
- healthcare
- high speed
- emergency department
- artificial intelligence
- systematic review
- machine learning
- double blind
- polycystic ovary syndrome
- open label
- clinical trial
- metabolic syndrome
- placebo controlled
- adipose tissue
- phase iii
- mass spectrometry
- body composition
- skin cancer
- social media