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Background

Circumcision is a common surgical procedure with cultural, religious, and medical implications. Recently, laser circumcision has been introduced as a modern alternative to traditional methods, promising less pain and faster recovery. Our study provides an evidence-based comparison of these techniques in the context of Milan's diverse patient population.

Data Size and Scope

202 patients | 25 columns

Dataset Preparation

• Code written in Python 3.8.19 using the following libraries:
  • Pandas, NumPy, Matplotlib, Seaborn, Shap, and Scikit-Learn

Distribution of Data for All Numeric Values

Age-Related Distributions

Surgical Techniques

Establishing Linear Relationships

Socioeconomic Impacts

Thank you!

Questions?

Email: Lshpaner@ucla.edu