2 papers
cs.CV2025
Isolated Channel Vision Transformers: From Single-Channel Pretraining to Multi-Channel Finetuning
Wenyi Lian, Patrick Micke, Joakim Lindblad +1
Vision Transformers (ViTs) have achieved remarkable success in standard RGB image processing tasks. However, applying ViTs to multi-channel imaging (MCI) data, e.g., for medical an…
eess.IV2024
Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection
Wenyi Lian, Joakim Lindblad, Christina Runow Stark +2
Oral cancer is a global health challenge. It is treatable if detected early, but it is often fatal in late stages. There is a shift from the invasive and time-consuming tissue samp…