Clinical evaluation of AI-assisted quantitative marrow fibrosis assessment using Continuous Indexing of Fibrosis (CIF)

Sharon Ruane, Rosalin A. Cooper, Carlo Pescia, Neha Bhardwaj, Anna Green, Deborah Hay, Jana Ihlow, Fatima Zahra Jelloul, Rashmi Kanagal-Shamanna, Philip Macklin, Vidhya Manohar, Edoardo Olmeda, Mark Ong, Andres Quesada, Jens Rittscher, Hosuk Ryou, Saad Bashir, Sam Maxwell, Ka Ho Tam, Alan Aberdeen, Len Brandes, Korsuk Sirinukunwattana, Timothy Ebsworth, Daniel Royston

Open source

DOI
10.1038/s41375-026-03126-7
Published
2026-09-16
Container
Leukemia
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41375-026-03126-7,
  title = {Clinical evaluation of AI-assisted quantitative marrow fibrosis assessment using Continuous Indexing of Fibrosis (CIF)},
  author = {Sharon Ruane and Rosalin A. Cooper and Carlo Pescia and Neha Bhardwaj and Anna Green and Deborah Hay and Jana Ihlow and Fatima Zahra Jelloul and Rashmi Kanagal-Shamanna and Philip Macklin and Vidhya Manohar and Edoardo Olmeda and Mark Ong and Andres Quesada and Jens Rittscher and Hosuk Ryou and Saad Bashir and Sam Maxwell and Ka Ho Tam and Alan Aberdeen and Len Brandes and Korsuk Sirinukunwattana and Timothy Ebsworth and Daniel Royston},
  year = {2026},
  journal = {Leukemia},
  doi = {10.1038/s41375-026-03126-7},
  url = {https://doi.org/10.1038/s41375-026-03126-7}
}

RIS

TY  - JOUR
TI  - Clinical evaluation of AI-assisted quantitative marrow fibrosis assessment using Continuous Indexing of Fibrosis (CIF)
AU  - Sharon Ruane
AU  - Rosalin A. Cooper
AU  - Carlo Pescia
AU  - Neha Bhardwaj
AU  - Anna Green
AU  - Deborah Hay
AU  - Jana Ihlow
AU  - Fatima Zahra Jelloul
AU  - Rashmi Kanagal-Shamanna
AU  - Philip Macklin
AU  - Vidhya Manohar
AU  - Edoardo Olmeda
AU  - Mark Ong
AU  - Andres Quesada
AU  - Jens Rittscher
AU  - Hosuk Ryou
AU  - Saad Bashir
AU  - Sam Maxwell
AU  - Ka Ho Tam
AU  - Alan Aberdeen
AU  - Len Brandes
AU  - Korsuk Sirinukunwattana
AU  - Timothy Ebsworth
AU  - Daniel Royston
PY  - 2026
JO  - Leukemia
DO  - 10.1038/s41375-026-03126-7
UR  - https://doi.org/10.1038/s41375-026-03126-7
ER  - 

APA

Ruane, S., Cooper, R. A., Pescia, C., Bhardwaj, N., Green, A., Hay, D., Ihlow, J., Jelloul, F. Z., Kanagal-Shamanna, R., Macklin, P., Manohar, V., Olmeda, E., Ong, M., Quesada, A., Rittscher, J., Ryou, H., Bashir, S., Maxwell, S., Tam, K. H., Aberdeen, A., Brandes, L., Sirinukunwattana, K., Ebsworth, T., & Royston, D. (2026). Clinical evaluation of AI-assisted quantitative marrow fibrosis assessment using Continuous Indexing of Fibrosis (CIF). Leukemia. https://doi.org/10.1038/s41375-026-03126-7

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