人工智能聊天机器人用于术后口腔手术信息和支持
Kritsasith Warin1, Unchalisa Taetragoo2, Vorapat Trachoo3
1Faculty of Dentistry, Thammasat University, Pathum Thani, Thailand.
Studies in health technology and informatics
|August 8, 2025
概括
一个AI聊天机器人被开发来回答口腔手术问题,达到90.6%的准确性. 这种工具可以通过提供清晰,可访问的信息来改善患者的理解和术后护理.
科学领域:
- 人工智能的人工智能
- 在口腔外科手术.
- 医疗信息学 医疗信息学
背景情况:
- 口腔外科手术中的患者询问往往需要清晰及时的信息.
- 有效的沟通对于管理患者的期望和改善术后结果至关重要.
研究的目的:
- 开发和评估一个人工智能驱动的聊天机器人来解决与口腔手术相关的问题.
- 评估人工智能模型在预测适当的外科信息方面的准确性.
主要方法:
- 开发了一个人工智能聊天机器人,通过对240个口腔手术问题的数据集进行训练.
- 利用机器学习算法来预测每个查询的相关外科手术.
- 评估了表现最好的模型的准确性.
主要成果:
- 人工智能聊天机器人接受了240个问题的训练.
- 最准确的机器学习模型实现了0.906.6的响应精度.
- 聊天机器人在理解和响应查询方面表现出高水平的性能.
结论:
- 开发的AI聊天机器人显示了提高口腔手术患者教育的巨大潜力.
- 这项技术可以成为改善术后护理和患者满意度的宝贵工具.
- 人工智能驱动的解决方案可以简化专门医疗领域的信息传递.
相关概念视频
Endoscopic Procedures IV: Sigmoidoscopy and Laproscopy
175
Sigmoidoscopy and laparoscopy are distinct medical procedures that enable physicians to internally inspect different parts of the GI tract. Although they serve different purposes, each is essential for diagnosing and, in some cases, treating various medical conditions.
Sigmoidoscopy
Sigmoidoscopy is a diagnostic procedure that uses a flexible sigmoidoscope equipped with a light source and camera to examine the rectum and sigmoid colon. The procedure involves inserting the tube through the anus...
Sigmoidoscopy
Sigmoidoscopy is a diagnostic procedure that uses a flexible sigmoidoscope equipped with a light source and camera to examine the rectum and sigmoid colon. The procedure involves inserting the tube through the anus...
175
Kidney Transplant II: Surgical Procedure
76
Preoperative ManagementThe primary goals of preoperative management in kidney transplantation are to optimize the patient’s metabolic state and prepare them for surgery through diet adjustments, necessary dialysis, and tailored medical treatment. This phase also involves comprehensive infection screening and patient education about the surgical procedure and postoperative care to improve outcomes and adherence.Medical ManagementA comprehensive evaluation is required for both the living...
76
Peptic Ulcer Disease V: Surgical Management and Nursing Care
411
Surgical management and nursing care are crucial in treating Peptic Ulcer Disease (PUD). Here is an organized and enhanced overview of the surgical interventions and the associated nursing care for PUD:
Surgical Interventions for Peptic Ulcer Disease
Surgical Interventions for Peptic Ulcer Disease
411
Tracheostomy Care I: Pre-procedural Steps
387
A tracheostomy is a surgical technique that involves making an incision in the neck to provide access to the trachea. It is frequently used in medical conditions such as airway obstruction and prolonged mechanical ventilation. Effective nursing management is crucial for the long-term success of a tracheostomy.
Required Equipment
The equipment necessary for tracheostomy care includes:
Required Equipment
The equipment necessary for tracheostomy care includes:
387
Peripheral Artery Disease V: Postoperative Nursing Management
25
During the postoperative period, it is crucial to focus on maintaining circulation, identifying and managing potential complications, and planning for discharge.Nursing AssessmentVital signs monitoring: Regularly monitor vital signs, including blood pressure, heart rate, respiratory rate, and temperature, to detect early signs of complications such as bleeding and infection.Circulation assessment: Monitor pulses, perform Doppler assessments, and check capillary refill, color, temperature, and...
25


