CASE STUDY

Predict Tumor Type

Company Overview

A multidisciplinary group including experts in medicine, physics, and biochemistry. The group aims to provide a cancer screening method using an ordinary blood test.

Business Case

Given spectrographic blood-test data, classification of patients as positive/negative, healthy, benign, or malignant.

Data

Small data – ~288 patients, ~4k features.

Each patient’s blood test is measured twice, in high-resolution and low-resolution spectrographic devices.

Tools

R programming language.

Business Impact and Insights

Machine learning model is able to classify a person as healthy or not healthy.

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