Causal Spectral Segmenter: Counterfactual Graph Reasoning for Weakly Supervised Pathology Segmentation.

Zhang X, Si J, Lu W, Li C, Zhang X

DOI: 10.1093/bioinformatics/btag674
Published: 2026 Sep 10
Container: Bioinformatics (Oxford, England)
Publisher: Not recorded
Open access: no

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Cite this work

BibTeX

@article{allodium:10.1093/bioinformatics/btag674,
  title = {Causal Spectral Segmenter: Counterfactual Graph Reasoning for Weakly Supervised Pathology Segmentation.},
  author = {Zhang X and Si J and Lu W and Li C and Zhang X},
  year = {2026},
  journal = {Bioinformatics (Oxford, England)},
  doi = {10.1093/bioinformatics/btag674},
  url = {https://doi.org/10.1093/bioinformatics/btag674}
}

RIS

TY  - JOUR
TI  - Causal Spectral Segmenter: Counterfactual Graph Reasoning for Weakly Supervised Pathology Segmentation.
AU  - Zhang X
AU  - Si J
AU  - Lu W
AU  - Li C
AU  - Zhang X
PY  - 2026
JO  - Bioinformatics (Oxford, England)
DO  - 10.1093/bioinformatics/btag674
UR  - https://doi.org/10.1093/bioinformatics/btag674
ER  -

APA

X, Z., J, S., W, L., C, L., & X, Z. (2026). Causal Spectral Segmenter: Counterfactual Graph Reasoning for Weakly Supervised Pathology Segmentation.. Bioinformatics (Oxford, England). https://doi.org/10.1093/bioinformatics/btag674

Source records

pubmed · retrieved 2026-09-25T03:43:52.755Z
europe-pmc · retrieved 2026-09-25T03:43:52.796Z