Artificial Intelligence-Based Assessment of Endosseous Lesions: A Prospective Clinical Study
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 发起方
- 入组人数
- 10
- 试验地点
- 2
- 主要终点
- Time required for CBCT interpretation (minutes)
研究概览
简要总结
Despite these advances, CBCT interpretation remains largely qualitative and dependent on the clinician's experience. Conventional evaluation is based on two-dimensional slices and linear measurements, which may underestimate lesion complexity and spatial distribution.
Recent developments in Artificial Intelligence in Medicine have introduced automated image segmentation tools capable of identifying lesion boundaries and calculating volumetric data. These technologies allow a transition from subjective assessment to objective, reproducible quantification.
The potential clinical advantages include:
- Objective measurement of lesion size (volume in mm³)
- Improved surgical planning
- Enhanced prediction of anatomical involvement
- Reduction of diagnostic errors
- Standardization of follow-up and outcome assessment Therefore, the aim of the present study was to evaluate the clinical impact of AI-based segmentation and volumetric analysis of endosseous lesions compared to conventional CBCT interpretation.
研究设计
- 研究类型
- Interventional
- 分配方式
- Randomized
- 干预模型
- Parallel
- 主要目的
- Diagnostic
- 盲法
- None
入排标准
- 年龄范围
- 18 Years 至 80 Years（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •Good health according to the System of the American Society of Anesthesiology
- •Aged older than 18 years
- •No general medical contraindication for surgery
排除标准
- •Smoking more than 15 cigarettes a day
- •Pregnancy
- •Acute infections
研究组 & 干预措施
Patients with endosseous lesion-Analyzed using conventional CBCT
Patients with endosseous lesion- AI-assisted evaluation
- Automated segmentation of the lesion
- 3D reconstruction
- Volumetric calculation
干预措施: AI assisted Evaluation (Diagnostic Test)
结局指标
主要结局
Time required for CBCT interpretation (minutes)
时间窗: Day 1
assessment of the time required for CBCT interpretation by the surgeon. A digital stopwatch was used to record the operative time required for each procedural step, with measurements expressed in seconds, in order to obtain an objective and standardized assessment of execution time.
次要结局
- Intraoperative and Postoperative Complications(Day 1)
研究者
Giuseppe D'Albis
Principal Investigator
University of Bari Aldo Moro