AI RESEARCH
ImmuVis: Hyperconvolutional Foundation Model for Imaging Mass Cytometry
arXiv CS.CV
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ArXi:2602.04585v2 Announce Type: replace We present ImmuVis, a family of efficient foundation models for imaging mass cytometry (IMC), a high-throughput multiplex imaging technology that handles molecular marker measurements as image channels and enables large-scale spatial tissue profiling. Unlike natural images, multiplex imaging lacks a fixed channel space, as real-world marker sets vary across studies, violating a core assumption of standard vision backbones. To address this, ImmuVis