人工智能和增強智能 （AI、AuI）：推進牙科教育和口腔保健的應用.pdf

1、Artificial and Augmented Intelligence(AI/AuI):Applications to Advance Dental Education and Oral Health CareTeaching the Next Generation of DentistsMina Ghorbanifarajzadeh,DMDSenior Clinical ManagerEmail:minaoverjet.aiPhone:305-336-0956AI&AuI in Dental EducationLets review the application of AI in de

2、ntistry as it relates to 2D imaging and computer vision,exploring its value to dental education and overall oral health care.12345AI+Healthcare ApplicationsAI BasicsAI in 2D Dental RadiographyApplications to EducationLets Discuss!AI+Healthcare ApplicationsAI and AuIhttps:/ AI in HealthcareAI and AuI

3、https:/ v Machine*Man+MachineAI BasicsMachine learning,deep learning,and generative AI are subsets of the technology.Artificial Intelligence has been around since at 1954.Artificial IntelligenceMachine LearningDeepLearningArtificial Intelligence Terminology Source:https:/ Decision SupportAI is not a

4、 replacement for professionals.Rather a tool to enhance the skills and ability of the clinician.“Augmented intelligence is a subsection of AI machine learning developed to enhance human intelligence rather than operate independently of or outright replace it.”AI in 2D Dental Radiographyhttps:/www.ad

5、a.org/-/media/project/ada-organization/ada/ada-org/files/resources/practice/dental-standards/ada_1106_2022.pdf?rev=9a82980869df4225a851b01286b506b4https:/digitalreality.ieee.org/publications/what-is-augmented-intelligence#:text=Augmented%20intelligence%20is%20a%20subsection,in%20response%20to%20impr

6、oved%20decisions.“By integrating AI and augmented intelligence,dental practices can provide precise diagnoses,personalized treatments and enhanced patient experiences,”“”Manny Chopra,D.M.D.Chair of the ADA Council on Dental PracticeAI learns from millions of clinical data pointsClinical Decision Sup

7、portAI in 2D Dental RadiographyDeep learning is a machine learning technique that teaches computers to learn by exampleDeep Learning ModelNeural Network in the BrainFurther reading:https:/ We Built ItAI in 2D Dental RadiographyHundreds of thousands of annotated radiographs are used to encode dentist

8、-level understanding into supervised machine learning models.Dentists annotate hundreds of thousands of x-raysEncode dentist understanding into deep learning modelsHow We Built ItAI in 2D Dental RadiographyHow We Built ItAI in 2D Dental RadiographyMachine learning model uses labeled images to identi

9、fy and quality anatomy and disease.Output with FindingsThese models can take a never-before-seen radiograph and predict clinical attributes similar to how a dentist would label the radiograph.Accurately predict with trained modelsRaw InputDentists annotate hundreds of thousands of x-raysClinical Dec

10、ision SupportAI in 2D Dental RadiographyClinical Decision SupportAI in 2D Dental Radiography Detect suspected pathology on radiographs Increase diagnostic confidence Improve diagnostic accuracy Improve patient case acceptance Look for clinical trendsWhat AI CANNOT DO Replace a clinician Perform a de

11、ntal exam Diagnose Treatment plan Replace the need for good X-raysWhat AI Can DoReviewing LiteratureApplications to Education4 Frames:StructuralHuman resourcePoliticalSymbolicReviewing LiteratureApplications to EducationThe accelerating advancement of AI and its application in dentistry demands dent

12、al education conscientiously integrate AI into Curricula and equip graduates to use it ethically and responsibly in practice.Reviewing LiteratureApplications to EducationThis article reviews how other institutions are looking to incorporate or have incorporated AI into their dental curricula and in

13、what ways they are looking to do so.Reviewing LiteratureApplications to EducationThe landscape of learning is changing and students are demanding to be taught differently,schools will need to adopt AI powered technologies to keep up with the different learning styles of the next generation of dental

14、 students.Reviewing LiteratureApplications to EducationThe University of Florida College of Dentistry has complete a study looking at the effectiveness of Overjet as a training module to D1 and D3 dental students.This slide was presented at the ADEA 2024 Annual Session by Dr.Anita Gohel BDS,PhD and

15、conducted by Krunal Parekh,BDSn.Now Lets Discuss!Questions?Hours&LocationMon Fri,8 AM-5 PM ESTBoston,Miami,and Bay AreaQuestions?Call UsNumber:305-336-0956Email/Websiteminaoverjet.aiwww.overjet.aiWe are on the quest to improve oral health by creating a future that is clinically precise,efficient&patient-centric.Thank You!