2012
DOI: 10.1016/j.mri.2012.06.009
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Promise and pitfalls of quantitative imaging in oncology clinical trials

Abstract: Quantitative imaging using CT, MRI, and PET modalities will play an increasingly important role in the design of oncology trials addressing molecularly targeted, personalized therapies. The advent of molecularly targeted therapies, exemplified by antiangiogenic drugs, creates new complexities in the assessment of response. The Quantitative Imaging Network (QIN) addresses the need for imaging modalities which can accurately and reproducibly measure not just change in tumor size, but changes in relevant metaboli… Show more

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Cited by 86 publications
(65 citation statements)
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References 95 publications
(92 reference statements)
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“…Such models use links between observable tumor characteristics and microenvironmental selection factors to make testable predictions about emergent phenotypes. One such theoretical framework is the in an effort to understand their clinical and biologic implications (1,2). In parallel, technical advances now permit extensive molecular characterization of tumor cells in individual patients.…”
Section: Review: Quantitative Imaging In Cancer Evolution and Ecologymentioning
confidence: 99%
“…Such models use links between observable tumor characteristics and microenvironmental selection factors to make testable predictions about emergent phenotypes. One such theoretical framework is the in an effort to understand their clinical and biologic implications (1,2). In parallel, technical advances now permit extensive molecular characterization of tumor cells in individual patients.…”
Section: Review: Quantitative Imaging In Cancer Evolution and Ecologymentioning
confidence: 99%
“…3,4 Genomic profiling of tumor is usually obtained through invasive procedures, such as biopsy and surgery, providing direct observation on the molecular underpinnings of the tumor. The integration of these two different data modalities provides opportunities to investigate whether combining radiomics and genomics can achieve better prediction of tumor clinical types than using either alone.…”
Section: Introductionmentioning
confidence: 99%
“…These results should make it possible to identify and recommend make-and-model-specific reconstruction strategies to minimize measurement variability in cancer clinical trials. Mul ticenter oncology clinical trials are increasingly using PET/CT imaging as primary and secondary endpoints to define success or failure of treatment regimens, with considerable effort expended in understanding reproducibility and variability (1)(2)(3)(4)(5)(6)(7)(8)(9)(10)(11). PET, as an inherently quantitative imaging technique, is arguably the most powerful imaging modality available to researchers to assess response to therapy in the multicenter clinical trial setting.…”
mentioning
confidence: 99%