Diagnosis by visualizing blood data -multiple myeloma
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Abstract
Multiple myeloma is the type of cancer that difficult to diagnosis early due to vague symptoms which can lead to misdiagnosis or create confusion with other diseases. When the symptoms are visible it may reach to advance cancer stage when even appropriate treatment is not left. This paper seeks and proposes a method for diagnosis of multiple myeloma through basic blood and urine tests by utilizing radar chart to increase readability and help to make rational decision making for patients and doctors. The radar chart is optimal way to visualizing numeric values. As a result of visualizing it as a graph, a clear visual and morphological difference was found compared to normal people.
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- europepmc
- last seen: 2026-05-19T01:45:01.086888+00:00