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single-cell-imaging

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FLIM-focused framework for multimodal single-cell imaging: extract features from FLIM and QPI data, then analyze any tabular dataset interactively.

  • Updated Oct 26, 2026
  • Python

3D Swin Transformer voxel encoder + ClinicalBERT finding-text encoder (VoxelSwinCLAIP), contrastively trained (LoRA + symmetric InfoNCE) on single-cell 3D confocal fluorescence volumes from the Allen Institute's public hiPSC single-cell image dataset, paired with template-generated structural finding text.

  • Updated Nov 2, 2026
  • Python

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