Error Reduction in Leukemia Machine Learning Classification With Conformal Prediction
Our results highlight the potential of CP in enhancing the use of oncologic RNA-seq subtyping classifiers and also in uncovering additional molecular aberrations of potential clinical importance.
Authors
- Dave Zachariah (ORCID: https://orcid.org/0000-0002-6698-0166)
- Olga Krali (ORCID: https://orcid.org/0000-0002-6436-9531)
- Mariya Lysenkova Wiklander (ORCID: https://orcid.org/0000-0002-0012-2310)
- Jessica Nordlund (ORCID: https://orcid.org/0000-0001-8699-9959)
Institutions
- Uppsala University (SE)
- Science for Life Laboratory (SE)
Publication Details
- Journal
- JCO Clinical Cancer Informatics
- Published
- 2025-05-28
- DOI
- https://doi.org/10.1200/cci-24-00324
- Citations
- 1
- Primary Topic
- Acute Lymphoblastic Leukemia research
- Type
- article
- Field-Weighted Citation Impact
- 1.88