HOCT Sets New SOTA in Cell Tracking
anshulkundaje · x · 2026-07-15
This retweet highlights HOCT, a novel method for tracking live-cell microscopy imaging.
- The primary task is tracking cellular changes over time, specifically handling cell division, which remains a core challenge in live-imaging microscopy.
- The authors introduced an edge-centric Transformer and achieved SOTA performance on the Cell Tracking Challenge.
- An added bonus: it requires no pre-trained image encoders.
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