Predicting 2-year time to progression in diffuse large B cell lymphoma using 3D CNNs on whole-body PET/CT scans

Maria C. Ferrández, Sanne E. Wiegers, Gerben J. C. Zwezerijnen, Martijn W. Heymans, Pieternella J. Lugtenburg, Jakoba J. Eertink, Lars Kurch, Andreas Hüttmann, Christine Hanoun, Ulrich Dührsen, Sally F. Barrington, N. George Mikhaeel, Luca Ceriani, Emanuele Zucca, Sándor Czibor, Tamás Györke, Martine E. D. Chamuleau, Josée M. Zijlstra, Ronald Boellaard, Sandeep S. V. Golla

Open source

DOI: 10.1186/s13550-025-01336-1
Published: 2025-11-28
Container: EJNMMI Research
Publisher: Springer Science and Business Media LLC
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1186/s13550-025-01336-1,
  title = {Predicting 2-year time to progression in diffuse large B cell lymphoma using 3D CNNs on whole-body PET/CT scans},
  author = {Maria C. Ferrández and Sanne E. Wiegers and Gerben J. C. Zwezerijnen and Martijn W. Heymans and Pieternella J. Lugtenburg and Jakoba J. Eertink and Lars Kurch and Andreas Hüttmann and Christine Hanoun and Ulrich Dührsen and Sally F. Barrington and N. George Mikhaeel and Luca Ceriani and Emanuele Zucca and Sándor Czibor and Tamás Györke and Martine E. D. Chamuleau and Josée M. Zijlstra and Ronald Boellaard and Sandeep S. V. Golla},
  year = {2025},
  journal = {EJNMMI Research},
  doi = {10.1186/s13550-025-01336-1},
  url = {https://doi.org/10.1186/s13550-025-01336-1}
}

RIS

TY  - JOUR
TI  - Predicting 2-year time to progression in diffuse large B cell lymphoma using 3D CNNs on whole-body PET/CT scans
AU  - Maria C. Ferrández
AU  - Sanne E. Wiegers
AU  - Gerben J. C. Zwezerijnen
AU  - Martijn W. Heymans
AU  - Pieternella J. Lugtenburg
AU  - Jakoba J. Eertink
AU  - Lars Kurch
AU  - Andreas Hüttmann
AU  - Christine Hanoun
AU  - Ulrich Dührsen
AU  - Sally F. Barrington
AU  - N. George Mikhaeel
AU  - Luca Ceriani
AU  - Emanuele Zucca
AU  - Sándor Czibor
AU  - Tamás Györke
AU  - Martine E. D. Chamuleau
AU  - Josée M. Zijlstra
AU  - Ronald Boellaard
AU  - Sandeep S. V. Golla
PY  - 2025
JO  - EJNMMI Research
DO  - 10.1186/s13550-025-01336-1
UR  - https://doi.org/10.1186/s13550-025-01336-1
ER  -

APA

Ferrández, M. C., Wiegers, S. E., Zwezerijnen, G. J. C., Heymans, M. W., Lugtenburg, P. J., Eertink, J. J., Kurch, L., Hüttmann, A., Hanoun, C., Dührsen, U., Barrington, S. F., Mikhaeel, N. G., Ceriani, L., Zucca, E., Czibor, S., Györke, T., Chamuleau, M. E. D., Zijlstra, J. M., Boellaard, R., & Golla, S. S. V. (2025). Predicting 2-year time to progression in diffuse large B cell lymphoma using 3D CNNs on whole-body PET/CT scans. EJNMMI Research. https://doi.org/10.1186/s13550-025-01336-1

Source records

crossref · retrieved 2026-09-25T20:51:39.220Z