Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: Clinical insights, pitfalls, and observer agreement analyses

Shadab Ahamed, Yixi Xu, Sara Kurkowska, Claire Gowdy, Joo H.O., Ingrid Bloise, Don Wilson, Patrick Martineau, François Bénard, Fereshteh Yousefirizi, Rahul Dodhia, Juan M. Lavista, William B. Weeks, Carlos F. Uribe, Arman Rahmim

Open source

DOI
10.1016/j.ejmp.2026.105832
Published
2026-08
Container
Physica Medica
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.ejmp.2026.105832,
  title = {Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: Clinical insights, pitfalls, and observer agreement analyses},
  author = {Shadab Ahamed and Yixi Xu and Sara Kurkowska and Claire Gowdy and Joo H.O. and Ingrid Bloise and Don Wilson and Patrick Martineau and François Bénard and Fereshteh Yousefirizi and Rahul Dodhia and Juan M. Lavista and William B. Weeks and Carlos F. Uribe and Arman Rahmim},
  year = {2026},
  journal = {Physica Medica},
  doi = {10.1016/j.ejmp.2026.105832},
  url = {https://doi.org/10.1016/j.ejmp.2026.105832}
}

RIS

TY  - JOUR
TI  - Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: Clinical insights, pitfalls, and observer agreement analyses
AU  - Shadab Ahamed
AU  - Yixi Xu
AU  - Sara Kurkowska
AU  - Claire Gowdy
AU  - Joo H.O.
AU  - Ingrid Bloise
AU  - Don Wilson
AU  - Patrick Martineau
AU  - François Bénard
AU  - Fereshteh Yousefirizi
AU  - Rahul Dodhia
AU  - Juan M. Lavista
AU  - William B. Weeks
AU  - Carlos F. Uribe
AU  - Arman Rahmim
PY  - 2026
JO  - Physica Medica
DO  - 10.1016/j.ejmp.2026.105832
UR  - https://doi.org/10.1016/j.ejmp.2026.105832
ER  - 

APA

Ahamed, S., Xu, Y., Kurkowska, S., Gowdy, C., H.O., J., Bloise, I., Wilson, D., Martineau, P., Bénard, F., Yousefirizi, F., Dodhia, R., Lavista, J. M., Weeks, W. B., Uribe, C. F., & Rahmim, A. (2026). Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: Clinical insights, pitfalls, and observer agreement analyses. Physica Medica. https://doi.org/10.1016/j.ejmp.2026.105832

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