ArticlePhysics in medicine and biology2022
Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy.
Article in Physics in medicine and biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
10 citing papers in PubMed.
- Two-layer dynamic blood phantom for assessing NIRS device accuracy.Biomedical optics express · 2025Article
- Exploration of an adaptive proton therapy strategy using CBCT with the concept of digital twins.Physics in medicine and biology · 2025Article
- Deep learning-based Fast Volumetric Image Generation for Image-guided Proton Radiotherapy.IEEE transactions on radiation and plasma medical sciences · 2024Article
- MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.Scientific reports · 2024Article
- Robust explanation supervision for false positive reduction in pulmonary nodule detection.Medical physics · 2024Article
- High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling.Physics in medicine and biology · 2024Article
- Deep learning-based synthetic dose-weighted LET map generation for intensity modulated proton therapy.Physics in medicine and biology · 2024Article
- Emerging technologies for cancer therapy using accelerated particles.Progress in particle and nuclear physics · 2023Article
- Characterization of 250 MeV Protons from the Varian ProBeam PBS System for FLASH Radiation Therapy.International journal of particle therapy · 2023Article
- Early in vivo Radiation Damage Quantification for Pediatric Craniospinal Irradiation Using Longitudinal MRI for Intensity Modulated Proton Therapy.Advances in radiation oncologyArticle
Corrections and comments
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Authors and funding
9 authors.
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Abstract
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.