Biomechanical features of orthopedic patients 骨科患者的生物力学特征：根据六个特征对患者进行分类

数据集中含有患者的骨盆和腰椎的形状和方向得出的六个生物力学属性来代表症状，需要将患者分类为以下三类中的一种：正常，椎间盘疝或脊椎滑脱，并将磁盘疝和腰椎滑脱类别合并为一个标记为“异常”的类别。

The dataset contains six biomechanical attributes derived from the shape and orientation of patients' pelvis and lumbar spine, which are used to represent clinical symptoms. It is designed to classify patients into one of three categories: normal, disc herniation, and spondylolisthesis. Additionally, the categories of disc herniation and spondylolisthesis can be merged into a single category labeled "abnormal".

搜集汇总

背景与挑战

背景概述

该数据集基于骨盆和腰椎的六个生物力学特征，用于对骨科患者进行分类。它包含两个分类任务：一个将患者分为正常、椎间盘疝或脊椎滑脱三类，另一个则将后两类合并为异常类别，进行二分类。数据集提供了相应的数据文件，涵盖正常和异常患者的样本。