cancer_biomarker_data | R Documentation |
A simulated dataset containing patient demographics and levels of various cancer biomarkers, along with cancer status and stage. Useful for evaluating diagnostic or prognostic performance of biomarkers.
data(cancer_biomarker_data)
A data frame with 500 rows and 11 variables:
Integer. Unique patient identifier.
Integer. Patient's age in years.
Character. Age group of the patient (e.g., "<50", "50-70", ">70").
Character. Sex of the patient (e.g., "Male", "Female").
Numeric. Level of Cancer Antigen 125 biomarker.
Numeric. Level of Human Epididymis Protein 4 biomarker.
Numeric. Level of Carcinoembryonic Antigen biomarker.
Numeric. Level of Carbohydrate Antigen 19-9 biomarker.
Numeric. Risk of Ovarian Malignancy Algorithm score.
Character. Diagnosis of cancer (e.g., "Cancer", "Benign").
Character. Cancer stage if applicable (e.g., "I", "II", "III", "IV", or "Benign").
data(cancer_biomarker_data)
str(cancer_biomarker_data)
head(cancer_biomarker_data)
summary(cancer_biomarker_data$ca125)
table(cancer_biomarker_data$cancer_status)
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