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eess.IV2024★ 1 cited
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening
Mahtab Bigverdi, Burkhard Hockendorf, Heming Yao +3
Optical pooled screening (OPS) combines automated microscopy and genetic perturbations to systematically study gene function in a scalable and cost-effective way. Leveraging the re…
eess.IV2023
Unsupervised Segmentation of Colonoscopy Images
Heming Yao, Jérôme Lüscher, Benjamin Gutierrez Becker +4
Colonoscopy plays a crucial role in the diagnosis and prognosis of various gastrointestinal diseases. Due to the challenges of collecting large-scale high-quality ground truth anno…