Magnetic Resonance Imaging Radiomics‐Based Machine Learning Prediction of Clinically Significant Prostate Cancer in Equivocal PI‐RADS 3 Lesions
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DOI: 10.1002/jmri.27692
Abstract: While Prostate Imaging Reporting and Data System (PI‐RADS) 4 and 5 lesions typically warrant prostate biopsy and PI‐RADS 1 and 2 lesions may be safely observed, PI‐RADS 3 lesions are equivocal. read more here.
Keywords: rads lesions; prostate; resonance imaging; magnetic resonance ... See more keywords
Pretreatment MR imaging radiomics signatures for response prediction to induction chemotherapy in patients with nasopharyngeal carcinoma.
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DOI: 10.1016/j.ejrad.2017.11.007
Abstract: PURPOSE This study aimed to investigate the capability of magnetic resonance (MR) imaging radiomics signatures for pretreatment prediction of early response to induction chemotherapy in patients with nasopharyngeal carcinoma (NPC). MATERIALS AND METHODS This was… read more here.
Keywords: induction chemotherapy; radiomics signatures; imaging radiomics; response ... See more keywords
Oncologic Imaging and Radiomics: A Walkthrough Review of Methodological Challenges
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DOI: 10.3390/cancers14194871
Abstract: Simple Summary Radiomics could increase the value of medical images for oncologic patients, allowing for the identification of novel imaging biomarkers and building prediction models. Unfortunately, despite the many promises and encouraging findings, the translation… read more here.
Keywords: oncologic imaging; review; radiomics walkthrough; imaging radiomics ... See more keywords