ArticlePhysics in medicine and biology2022
3D
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 23 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Recent advances in applying machine learning to proton radiotherapy.Biomedical physics & engineering express · 2025Pooled it
- A single-view-based electroacoustic tomography imaging using deep learning for electroporation monitoring.Medical physics · 2026Article
- Volumetric FLASH dosimetryPhysics in medicine and biology · 2026Article
- A Physics-Informed Neural Network forResearch square · 2026Article
- Seeing the invisible: In vivo dosimetry in radiotherapy with radiacoustic IMAGING.Medical physics · 2025Review
- Automatic specific absorption rate (SAR) prediction for hyperthermia treatment planning using deep learning method.International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group · 2025Article
- 3D protoacoustic radiography: A proof of principle study.Applied physics letters · 2025Article
- Current status and upcoming developments for online adaptive proton therapy enabling a closed feedback loop for near real-time adaptation.Frontiers in oncology · 2025Review
- X-ray-induced acoustic computed tomography: 3D X-ray absorption imaging from a single view.Science advances · 2024Article
- Accurate patient alignment without unnecessary imaging using patient-specific 3D CT images synthesized from 2D kV images.Communications medicine · 2024Article
- Toward real-time, volumetric dosimetry for FLASH-capable clinical synchrocyclotrons using protoacoustic imaging.Medical physics · 2024Article
- Patient-specific deep learning for 3D protoacoustic image reconstruction and dose verification in proton therapy.Medical physics · 2024Article
- Enhanced Electroacoustic Tomography with Supervised Learning for Real-time Electroporation Monitoring.Precision radiation oncology · 2024Article
- Simulation study of protoacoustics as a real-time in-line dosimetry tool for FLASH proton therapy.Medical physics · 2024Article
- 4DPhysics in medicine and biology · 2024Article
- Hybrid-supervised deep learning for domain transfer 3D protoacoustic image reconstruction.Physics in medicine and biology · 2024Article
- Real-time tracking of the Bragg peak during proton therapy via 3D protoacoustic Imaging in a clinical scenario.Npj imaging · 2024Article
- Discrete Wavelet Transformation for the Sensitive Detection of Ultrashort Radiation Pulse with Radiation-induced Acoustics.IEEE transactions on radiation and plasma medical sciences · 2024Article
- X-ray-induced acoustic computed tomography and its applications in biomedicine.Journal of biomedical optics · 2024Review
- Radiation-induced acoustic signal denoising using a supervised deep learning framework for imaging and therapy monitoring.Physics in medicine and biology · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Dose delivery uncertainty is a major concern in proton therapy, adversely affecting the treatment precision and outcome. Recently, a promising technique, proton-acoustic (PA) imaging, has been developed to provide real-time
Indexed as
Identifiers
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.