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Titlebook: Markov Random Field Modeling in Image Analysis; Stan Z. Li Book 2009Latest edition Springer-Verlag London 2009 Bayesian modeling.Bayesian

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Stan Z. Lind can cause significant disability for patients. In addition, many patients develop pathologic fractures which increase the risk of disability and lead to significant morbidity and mortality. Metastatic disease also puts patients at risk for hypercalcemia which can cause weakness, nausea, anorexia,
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Stan Z. Liand a high rate of mortality. When cancer metastasizes to bone, it deregulates bone resorption and/or bone formation usually resulting in a net bone loss or osteolysis. However, bone metastases are highly heterogeneous, and patients will present with both osteolytic and osteoblastic lesions, histolo
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Stan Z. Liand a high rate of mortality. When cancer metastasizes to bone, it deregulates bone resorption and/or bone formation usually resulting in a net bone loss or osteolysis. However, bone metastases are highly heterogeneous, and patients will present with both osteolytic and osteoblastic lesions, histolo
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Stan Z. Lill be 268,490 new cases of prostate cancer and an estimated 34,500 people will die of this disease. Though many prostate cancers are clinically inconsequential due to their indolent nature, it remains the third leading cause of cancer-related death in the United States [1]. Bone is the most common s
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Stan Z. Lind can cause significant disability for patients. In addition, many patients develop pathologic fractures which increase the risk of disability and lead to significant morbidity and mortality. Metastatic disease also puts patients at risk for hypercalcemia which can cause weakness, nausea, anorexia,
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Stan Z. Li bone formation. The phenotypes of deregulated bone resorption and new bone formation are the two extremes of the spectrum, but bone metastases are usually heterogeneous and patients will present with both osteolytic and osteoblastic lesions at the histologic examination. The molecular basis of this
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