2006
DOI: 10.1002/cncr.21778
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Metastatic patterns in adenocarcinoma

Abstract: The algorithms that the authors developed achieved a cross-validated accuracy of 64% and an accuracy of 64% on an 1851-patient independent test set, compared with 9% accuracy when a random classifier was used.

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Cited by 699 publications
(574 citation statements)
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References 47 publications
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“…BM often are the sole site of failure in nonsmall cell lung cancer, whereas systemic disease usually precedes BM in CRC, because tumor cells generally must pass through both the liver and the lung before reaching the brain hematogenously. 10,31 Therefore, the presence of extracranial disease precludes patients from an RPA Class I classification.…”
Section: Discussionmentioning
confidence: 99%
“…BM often are the sole site of failure in nonsmall cell lung cancer, whereas systemic disease usually precedes BM in CRC, because tumor cells generally must pass through both the liver and the lung before reaching the brain hematogenously. 10,31 Therefore, the presence of extracranial disease precludes patients from an RPA Class I classification.…”
Section: Discussionmentioning
confidence: 99%
“…In one study involving 4399 patients, bone metastasis inflicts on 48% of breast cancer patients, 90% of prostate cancer patients, 39% of lung cancer patients and 35% of kidney cancer patients (Hess et al, 2006;Lu and Kang, 2007). It was estimated that 350 000 cancer patients die each year with bone metastasis (Mundy, 2002).…”
Section: Mechanisms Of Bone Homoeostasis and Metastasismentioning
confidence: 99%
“…The bone represents the most common site of metastasis in breast cancer patients (Mundy, 2002;Coleman, 2006;Hess et al, 2006). These skeletal metastases are typically characterized by excessive bone resorption (Kozlow and Guise, 2005).…”
Section: Introductionmentioning
confidence: 99%