First deep learning framework for enhanced positron annihilation interaction‐transmission imaging system precision

DeepPAITI significantly surpasses traditional methods in extracting PAITI secondary maps, paving the way for more accurate clinical implementations in various field such as radiation and ion therapy treatment planning.

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Publication Details

Journal
Medical Physics
Published
2026-02-01
DOI
https://doi.org/10.1002/mp.70320
Primary Topic
Radiation Therapy and Dosimetry
Type
article
Field-Weighted Citation Impact
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article

First deep learning framework for enhanced positron annihilation interaction‐transmission imaging system precision

Mohammadreza Parishan, Rasool Safari, Zahra Rakeb, Reza Faghihi
Medical Physics
Radiation Therapy and Dosimetry
article

First deep learning framework for enhanced positron annihilation interaction‐transmission imaging system precision

Mohammadreza Parishan, Rasool Safari, Zahra Rakeb, Reza Faghihi
article en

Abstract

DeepPAITI significantly surpasses traditional methods in extracting PAITI secondary maps, paving the way for more accurate clinical implementations in various field such as radiation and ion therapy treatment planning.

Medical PhysicsVol. 53(2)
Shiraz University (IR)
Openalex Percentile: Top 62%
Radiation Therapy and Dosimetry
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