Serdar Balcı • Research
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  1. patoloji AI
  2. hepatocyteapp

In the research wiki

This chapter has not been written yet. Until it is, the research wiki carries what has been recorded about this work:

  • hepatocyte-app — liver H&E segmentation and cell morphometry — the pipeline, its classes, and what has been run through it.
  • QuPath Hepatocyte Extension — its QuPath front end, and the pattern worth copying: inference runs outside QuPath through a Python bridge, so the extension bundles no deep-learning framework.
  • Cell Detection and Counting — the general method underneath it.
  • Liver Tru-Cut Cohort — the cohort it runs on, shared with the tumour-origin project.
  • Slide Metadata Extraction — this pipeline already reads microns-per-pixel per slide, which is the machinery a cohort-wide inventory needs.

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