Real-time, acquisition parameter-free voxel-wise patient-specific Monte Carlo dose reconstruction in whole-body CT scanning using deep neural networks.

"Declarations GuarantorThe scientific guarantor of this publication is Habib Zaidi. Conflict of interestThe authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article. Statistics and biometryNo complex statistical methods were necessary for this paper. Informed consentWritten informed consent was waived for this retrospective study. Ethical approvalInstitutional Review Board approval was obtained for this retrospective study. Study subjects or cohorts overlapStudy subjects or cohorts have not been previously reported. Methodology• retrospective• experimental• mono-centric, single-institution Conflict of interest The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article."

"Funding Open access funding provided by University of Geneva This study has received funding from the Euratom research and training programme 2019–2020 Sinfonia project under grant agreement no. 945196."