Serdar Balcı • Research
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On this page

  • What this is
  • PACS and scanner integration
  • Annotation & curation
  • QC pipelines
  • WSI viewers and I/O
  • Downstream DL toolchains
  • Conventions
  • How to contribute
  1. patoloji AI
  2. QuPath Repositories

QuPath Repositories

The group’s QuPath-adjacent repos — extensions, scripts, annotation tooling, and PACS integration

← Home · Onboarding

What this is

A curated index of every Memorial repo that touches QuPath. Use this to find the right extension or script before starting a new one.

PACS and scanner integration

  • sectra-qupath-extension — Groovy extension connecting QuPath to Sectra PACS.
  • sectra-python-qupath-extension — Python-scripted variant for automation.

Annotation & curation

  • QuickAnnotator — browser-based rapid-annotation interface feeding GeoJSON into QuPath.
  • HistomicsML — interactive region labeling used alongside QuPath.
  • CohortFinder — batch-level QuPath project curation.
  • TissueSelector — tissue-region filtering before annotation.

QC pipelines

  • HistoQC — slide-level QC, outputs used as QuPath-project filters.
  • grandQC_quality_study — internal QC-reproducibility study.
  • PathProfiler — whole-cohort profiling.

WSI viewers and I/O

  • DIYWSI — DIY viewer playground.
  • simple_wsi_viewer, slide_viewer_47, video-wsi, imageTypes.

Downstream DL toolchains

  • pathml, pathml-tutorial — Dana-Farber / Weill Cornell WSI framework.
  • tiatoolbox — Warwick toolbox.
  • pathology-hooknet — HookNet segmentation pipeline.
  • DL4MicEverywhere — DL-for-microscopy ported workflows.

Conventions

  • GeoJSON is the interchange format between QuPath and every downstream tool. Name annotations as {organ}__{class}__{reviewer}.geojson.
  • Scripts live in the project repo where they are used. Only truly generic scripts belong in the extension repos.
  • Don’t commit .qpproj project files for cohorts containing patient identifiers — keep them on the Memorial share.

How to contribute

  1. Pick the repo matching your task (PACS, annotation, QC, viewer, DL).
  2. Read its README; run the bundled example.
  3. Open an issue before building a new script that overlaps with an existing one.

© 2024-2026 Serdar Balcı

 

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