ReviewAmerican journal of cancer research2025
The impact of radiogenomics on breast cancer.
Review in American journal of cancer research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
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.
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Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Advances in radiomics and machine learning techniques have facilitated the extraction of quantitative radiomic features that can be correlated with genomic data. Breast MRI-based radiogenomics, which combines MRI radiomics and genomics, is an emerging field that non-invasively reflects tumor heterogeneity and assesses the biological behaviour of breast cancer. Studies have shown that radiogenomics has the potential to replace traditional genetic testing for breast cancer, reducing the need for invasive procedures such as biopsies. In the future, the clinical application of radiogenomics as a tool for molecular subtype identification, treatment response and prognosis prediction, and recurrence risk assessment is both necessary and feasible.
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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.