의료영상이 인공지능을 만났을 때: To be or Not to be

#Large-scale #MultiModal #Medicine #Radiology

의료영상과 AI의 접목이 가져오는 효용성과 카카오브레인의 기술력이 가능케 하는 미래를 소개합니다.

발표자 : amy.hong
카카오브레인의 유일한 의사, 영상의학과 전문의 Amy 입니다. 카카오브레인의 기술로 의료현장의 혁신을 창조하기 위해 노력하고 있습니다.

Transcript

1. 의료영상이 인공지능을 만났을 때 To be or Not to be 홍은경 amy.hong 카카오브레인 if(kakao)2022
2. Diagnostic workflow and its challenges Artificial Intelligence in the field of Radiology Kakaobrain x Radiology
3. Diagnostic workflow and its challenges Artificial Intelligence in the field of Radiology Kakaobrain x Radiology
4. Patient Primary physician Laboratory exam Diagnostic Workflow Radiologic exam Pathologic exam Treatment Discharge
5. Diagnostic Workflow Radiologic exam
6. Image Scanner Raw data Diagnostic Workflow Radiologic image Reading Report Recon Detection Characterization Measurement
7. Population is getting older Technological development Importance of Screening Increased Needs
8. Shortage of Physicians Source : Association of American Medical College (2017) Association of American Medical College (2017) Journal of American College of radioloogists (2014)
9. 9 Radiology, 2015, 277.3: 863-871. Observer Variability in Medical Decision
10. Increased Needs Shortage physicians Variability Challenges
11. Diagnostic workflow and its challenges Artificial Intelligence in the field of Radiology Kakaobrain x Radiology
12. 12 Computer Aided Diagnosis (CAD)
13. 13 Annual trend in the number of papers related to deep learning in the medical field DL Related Publications in Radiology DL Related Publications in Radiology J Korean Soc Radiol. 2018;80(2):202-212
14. 14 Korea as a big player for medical AI High quality data Health Insurance Advanced Infrastructure
15. Technical development of medical AI solutions JAMA Network Open. 2020;3(9) Medical Image Analysis 2019;55
16. Clinical application of medical AI solutions J Am Coll Radiol 2021;18(8)
17. Image Scanner Raw data Diagnostic Workflow Radiologic image Reading Report Recon Detection Characterization Measurement
18. ? Image Scanner Raw data Diagnostic Workflow Radiologic image Reading Report Recon Detection Characterization Measurement
19. Image Scanner Raw data Diagnostic Workflow Radiologic image Reading Report Recon Detection Characterization Measurement
20. Diagnostic workflow and its challenges Artificial Intelligence in the field of Radiology Kakaobrain x Radiology
21. Ko GPT Karlo Align Large scale AI technology of Kakaobrain
22. Image by Karlo Kakaobrain x Radiology
23. Chest X ray Large Scale Multimodal Generative AI model Radiology Report Kakaobrain x Radiology
24. Massive medical data Large scale AI Global Presence Kakaobrain x Radiology
25. 25 For a Better World Image by Karlo
26. Q&A