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    Home»Machine Learning»How Likely Are You to Be Diagnosed with Cancer? A Data-Driven Approach | by Shirish Ghimire | Feb, 2025
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    How Likely Are You to Be Diagnosed with Cancer? A Data-Driven Approach | by Shirish Ghimire | Feb, 2025

    FinanceStarGateBy FinanceStarGateFebruary 10, 2025No Comments2 Mins Read
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    Vital well being components such age, physique mass index (BMI), alcohol consumption, smoking, genetic danger, bodily exercise, and household historical past of most cancers had been included in our dataset. We found some intriguing tendencies after we investigated the connections between these components and most cancers analysis.

    1. The Impression of Sure Danger Elements Is Larger Than That of Others

    We seemed on the relationship between a number of variables and the analysis of most cancers. An important relationships are compiled within the following desk:

    Desk 1: Options and their correlation with Most cancers Prognosis

    A most cancers analysis was most strongly correlated with a historical past of the illness. Most cancers danger was significantly larger for sufferers who’ve had a most cancers analysis earlier than. Though not as important as anticipated, genetic danger was a major impression.

    A unfavorable affiliation was discovered between bodily exercise and most cancers danger, indicating that those that exercised extra had been typically much less prone to develop the illness.

    2. Way of life selections play a key position

    In comparison with smoking, alcohol use was a stronger predictor. On this dataset, alcohol drinkers had been extra prone to have most cancers than people who smoke. One other issue was BMI, with larger BMIs being related to an elevated danger of most cancers. Gender Variations: Though the distinction wasn’t as nice as different components, ladies had been extra probably than males to obtain a most cancers analysis.



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