HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.

Loeffler CML, Bando H, Sainath S, Muti HS, Jiang X, van Treeck M, Reitsam NG, Carrero ZI, Meneghetti AR, Nishikawa T, Misumi T, Mishima S, Kotani D, Taniguchi H, Takemasa I, Kato T, Oki E, Tanwei Y, Durgesh W, Foersch S, Brenner H, Hoffmeister M, Nakamura Y, Yoshino T, Kather JN

Open source

DOI: 10.1038/s41467-025-62910-8
Published: 2025 Aug 14
Container: Nature communications
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-025-62910-8,
  title = {HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.},
  author = {Loeffler CML and Bando H and Sainath S and Muti HS and Jiang X and van Treeck M and Reitsam NG and Carrero ZI and Meneghetti AR and Nishikawa T and Misumi T and Mishima S and Kotani D and Taniguchi H and Takemasa I and Kato T and Oki E and Tanwei Y and Durgesh W and Foersch S and Brenner H and Hoffmeister M and Nakamura Y and Yoshino T and Kather JN},
  year = {2025},
  journal = {Nature communications},
  doi = {10.1038/s41467-025-62910-8},
  url = {https://doi.org/10.1038/s41467-025-62910-8}
}

RIS

TY  - JOUR
TI  - HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.
AU  - Loeffler CML
AU  - Bando H
AU  - Sainath S
AU  - Muti HS
AU  - Jiang X
AU  - van Treeck M
AU  - Reitsam NG
AU  - Carrero ZI
AU  - Meneghetti AR
AU  - Nishikawa T
AU  - Misumi T
AU  - Mishima S
AU  - Kotani D
AU  - Taniguchi H
AU  - Takemasa I
AU  - Kato T
AU  - Oki E
AU  - Tanwei Y
AU  - Durgesh W
AU  - Foersch S
AU  - Brenner H
AU  - Hoffmeister M
AU  - Nakamura Y
AU  - Yoshino T
AU  - Kather JN
PY  - 2025
JO  - Nature communications
DO  - 10.1038/s41467-025-62910-8
UR  - https://doi.org/10.1038/s41467-025-62910-8
ER  -

APA

CML, L., H, B., S, S., HS, M., X, J., M, V. T., NG, R., ZI, C., AR, M., T, N., T, M., S, M., D, K., H, T., I, T., T, K., E, O., Y, T., W, D., S, F., H, B., M, H., Y, N., T, Y., & JN, K. (2025). HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.. Nature communications. https://doi.org/10.1038/s41467-025-62910-8

Source records

pubmed · retrieved 2026-09-27T00:43:36.794Z
europe-pmc · retrieved 2026-09-27T00:43:36.803Z
doaj · retrieved 2026-09-27T00:43:36.801Z