Artificial Intelligence Operated Dental Handpiece for Dental Students Practice

A 3720 record of data were collected from the prototype mentioned 2 from 61 practitioners (29 Male and 31 Female) with an average age of 38. The data were collected while performing opening cavities for fillings. The data consists of the following: ID, State, Time, Deviation, Roll, Pitch, Yaw, Acceleration, and Velocity. The ID is the practitioner ID that was assigned to him to store his information separately. The second parameter is the state, which is represented by three forms: Lever Range, Alert Range, and Stop Range. The state was determined based on observation. The Device Roll, Pitch and Yaw describe the rotation axis of the device. Finally the Acceleration and Velocity which describes the motion state at the given time. Please reference our work by citing our article: "Artificial Intelligence Operated Dental Handpiece for Dental Students Practice: A Step Towards Precision and Automation" For collaboration about the prototype please contact Dr. Omar Shalash, email: [e-mail] or Dr. Esraa Khatab, email: [e-mail]3720条数据记录采集自前述原型设备，受试对象为61名牙科从业者（29名男性、31名女性），平均年龄为38岁。数据采集于牙科窝洞开备与充填操作过程中。本次数据集包含以下字段：从业者ID（ID）、工作状态（State）、时间（Time）、偏差值（Deviation）、滚转角（Roll）、俯仰角（Pitch）、偏航角（Yaw）、加速度（Acceleration）与速度（Velocity）。其中，ID为分配给每位从业者的唯一标识，用于单独存储其对应操作数据。第二个字段为工作状态（State），共分为三类：操纵杆量程范围（Lever Range）、预警量程范围（Alert Range）与停机量程范围（Stop Range），该状态通过人工观测确定。设备滚转角（Roll）、俯仰角（Pitch）与偏航角（Yaw）用于描述设备的旋转轴姿态；加速度（Acceleration）与速度（Velocity）则用于描述对应时刻的设备运动状态。若引用本研究成果，请援引以下论文：《面向牙科学生实训的人工智能操控牙科手机：迈向精准化与自动化的一步》（Artificial Intelligence Operated Dental Handpiece for Dental Students Practice: A Step Towards Precision and Automation）。若需就该原型设备开展合作，请联系奥马尔·沙拉什博士（邮箱：[e-mail]）或埃斯拉·哈塔卜博士（邮箱：[e-mail]）

搜集汇总

背景与挑战

背景概述

该数据集包含3720条记录，用于牙科学生实践，数据来源于61名从业者在执行开腔填充操作时采集，平均年龄38岁。数据集包括ID、状态（分为Lever Range、Alert Range和Stop Range）、时间、偏差、旋转轴（Roll、Pitch、Yaw）以及运动参数（加速度和速度），旨在支持AI操作牙科手机的精准化和自动化研究。