Thomas Stegmüller

Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime

2023 · Computers in Biology and Medicine

Screening Papanicolaou test samples has proven to be highly effective in reducing cervical cancer-related mortality. However, the lack of trained cytopathologists hinders its widespread implementation in low-resource settings. Deep learning-assisted telecytology diagnosis emerges as an …