ArticleProceedings of the National Academy of Sciences of the United States of America2023
Phase-contrast virtual chest radiography.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 14 citations in OpenAlex.
- Evaluating the feasibility of region-of-interest X-ray phase contrast imaging for lung cancer diagnostics.Scientific reports · 2025Article
- Bibliometric analysis of nanoparticle research for diagnostics and therapeutics in hepatocellular carcinoma.Discover nano · 2025Review
- Optimized exposer region-based modified adaptive histogram equalization method for contrast enhancement in CXR imaging.Scientific reports · 2025Article
- A hybrid simulation method towards the gamma ray phase contrast imaging for metallic material.Scientific reports · 2024Article
- Multiscale X-ray phase-contrast CT unveils the evolution of bile infarct in obstructive biliary disease.Communications biology · 2024Article
- Synthesizing High-Resolution Dual-Energy Radiographs from Coronary Artery Calcium CT Images.Proceedings of SPIE--the International Society for Optical Engineering · 2024Article
- X-ray phase contrast reveals soft tissue and shell growth lines in mollusks.Communications biology · 2024Article
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Authors and funding
8 authors at 3 institutions in 2 countries.
Funding
Abstract
Respiratory X-ray imaging enhanced by phase contrast has shown improved airway visualization in animal models. Limitations in current X-ray technology have nevertheless hindered clinical translation, leaving the potential clinical impact an open question. Here, we explore phase-contrast chest radiography in a realistic in silico framework. Specifically, we use preprocessed virtual patients to generate in silico chest radiographs by Fresnel-diffraction simulations of X-ray wave propagation. Following a reader study conducted with clinical radiologists, we predict that phase-contrast edge enhancement will have a negligible impact on improving solitary pulmonary nodule detection (6 to 20 mm). However, edge enhancement of bronchial walls visualizes small airways (< 2 mm), which are invisible in conventional radiography. Our results show that phase-contrast chest radiography could play a future role in observing small-airway obstruction (e.g., relevant for asthma or early-stage chronic obstructive pulmonary disease), which cannot be directly visualized using current clinical methods, thereby motivating the experimental development needed for clinical translation. Finally, we discuss quantitative requirements on distances and X-ray source/detector specifications for clinical implementation of phase-contrast chest radiography.
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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.