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Full-Text Articles in Other Dentistry
Application Of Machine Learning Technologies For Detection Of Proximal Lesions In Intraoral Digital Images: In Vitro Study., Rohit Vadlamani
Application Of Machine Learning Technologies For Detection Of Proximal Lesions In Intraoral Digital Images: In Vitro Study., Rohit Vadlamani
Electronic Theses and Dissertations
Background: Interpretation of bitewing radiographs is influenced by factors such as acquisition parameters (e.g. exposure, type of sensor), clinical technique, visualization (e.g. monitor type and calibration) and the observer (e.g. experience and fatigue bias). We hypothesized that the use of artificial intelligence (AI) will reduce visualization and observer factor in bitewing interpretation and improve diagnostic accuracy. Objective: The purpose of the present study was to evaluate the use of AI in the form of a machine-learning algorithm to detect and quantify proximal lesions compared with human trained observers. Methods: 16,000 anonymized, digital bitewings of patients were hand searched and non-bitewing, …
Oral Complications In Cancer Patients: A Review Of Practical Interventions In The Dental Setting, Caroline Bissonnette Dds, Kristin Mcnamara Dds, John Kalmar Dmd, Phd
Oral Complications In Cancer Patients: A Review Of Practical Interventions In The Dental Setting, Caroline Bissonnette Dds, Kristin Mcnamara Dds, John Kalmar Dmd, Phd
The Journal of the Michigan Dental Association
Cancer prevalence in the United States is significant, with an estimated 40% of the population experiencing this diagnosis at some point in their lives. In 2020 alone, 1,806,590 new cancer cases were projected, encompassing 53,260 cases involving oral and oropharyngeal malignancies. Amidst barriers like financial constraints and irregular dental visits (highlighted by a 2014 American Dental Association survey indicating that 32.3% of the general population avoids yearly dentist appointments), patients battling cancer often encounter not just routine dental needs, but the intricate challenges arising from their malignancy and treatments. Dental professionals, pivotal in orchestrating optimal treatment strategies for cancer patients, …