TG-Dental Overview and Updates for May 2021 Meeting

This presentation summarizes the latest updates and activities within TG-Dental for the upcoming May 2021 meeting. It covers contributors, discussions, and research topics related to Dental Diagnostics and Digital Dentistry. Various professionals such as Dr. Joachim Krois and Prof. Falk Schwendicke are highlighted for their contributions. The meeting's agenda includes welcoming new members, drafting subtopics, and reviewing AI research in dentistry.

• Dental Diagnostics
• Digital Dentistry
• TG-Dental
• Research Updates
• Meeting Agenda

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1. FGAI4H-L-010-A03 E-meeting, 19-21 May 2021 Source: TG-Dental Topic Drivers Title: Att.3 - Presentation (TG-Dental) Purpose: Discussion Contact: Dr Joachim Krois E-mail: joachim.krois@charite.de Abstract: This PPT summarizes the status of work within TG-Dental, for presentation and discussion during the meeting.

2. Meeting L TG-Dental Update May 19 21, 2021 Falk Schwendicke, Joachim Krois, Tarry Singh, Jae-Hong Lee, Robert Gaudin, Akhilanand Chaurasia, Sergio Uribe, Janet Brinz and Hossein Mohammad-Rahimi

3. TG-Dental An overview Dental Diagnostics and Digital Dentistry Established at Meeting G (New Delhi, India) Data modalities Imaging Dental history Clinical investigation further physical or (bio)chemical or microbiological assessments

4. TG-Dental Contributors* Joachim Krois, PhD Prof Falk Schwendicke Prof Jae-Hong Lee Department of Oral Diagnostics, Digital Health and Health Services Research, Charite - Universita tsmedizin Berlin, Germany Department of Oral Diagnostics, Digital Health and Health Services Research, Charite - Universita tsmedizin Berlin, Germany Associate Professor, Department of Periodontology, Wonkwang University, College of Dentistry, Korea . . . Dr Akhilanand Chaurasia Tarry Singh Dr Robert Gaudin CEO and AI Researcher, Entrepreneur deepkapha.ai, curae.ai & Real AI B.V., Netherlands. Department of Oral and Maxillofacial Surgery, Charite - Universita tsmedizin Berlin, Germany Department of Oral Medicine and Radiology, King George Medical University, Lucknow, India. .

5. Activities since Meeting K Welcoming three new members to the topic group Draft TDD subtopics Review of state-of-the-art research on AI in dentistry

6. Introduction Janet Brinz Final Year Dentistry Student at Universit t Regensburg, Germany

7. Introduction Sergio Uribe PhD, DDS, Specialist in Oral & Maxillofacial Radiology Leading Researcher, Bioinformatics Research Unit Riga Stradins University, Riga, Latvia Associate Professor Universidad Austral de Chile, Valdivia, Chile

8. Introduction Hossein Mohammad-Rahimi General Dentist (DDS) graduated from SBMU, Tehran, Iran Research Assistant, Computer Engineering Department, Sharif University of Technology, Tehran, Iran Founder of DeepBites research group, which applies AI approaches to dentistry

9. TDD Section 3: Topic description and Subtopics Diagnostics: Detection & classification based on history, clinical and/or imagery or further data. Treatment planning: Prediction, simulation and decision making. Active treatment: Treatment conduct. Supportive treatment / follow-up: Incorporating all previous steps. Operative/ cariology Prosthetic PI tba Periodontal Surgical Oral Orthodontics medicine PI tba Prevention

10. Review of state-of-the-art research - - over 190 studies nearly all focusing on either image analysis or shallow machine learning for data description (not necessarily prediction) by large high risk of bias various accuracy estimates more than 25 different use cases limited consistency and comparability reporting quality increases outcomes beyond accuracy scarce, robustness and generalizability unclear - - - - - -

11. Outputs TDD Topic description document (FGAI4H-L-010- A01) Call for Topic Group Participation Dental Diagnostics and Digital Dentistry (FGAI4H-L-010-A02)

12. Next steps -) Further develop the subtopics in the TDD -) Dissemination and publications

13. Thank you!