TY - JOUR
T1 - Potential role of artificial intelligence in craniofacial surgery
AU - Ryu, Jeong Yeop
AU - Chung, Ho Yun
AU - Choi, Kang Young
N1 - Publisher Copyright:
© 2021 Korean Cleft Palate-Craniofacial Association.
PY - 2021/10
Y1 - 2021/10
N2 - The field of artificial intelligence (AI) is rapidly advancing, and AI models are increasingly applied in the medical field, especially in medical imaging, pathology, natural language processing, and biosignal analysis. On the basis of these advances, telemedicine, which allows people to receive medical services outside of hospitals or clinics, is also developing in many countries. The mechanisms of deep learning used in medical AI include convolutional neural networks, residual neural networks, and generative adversarial networks. Herein, we investigate the possibility of using these AI methods in the field of craniofacial surgery, with potential applications including craniofacial trauma, congenital anomalies, and cosmetic surgery.
AB - The field of artificial intelligence (AI) is rapidly advancing, and AI models are increasingly applied in the medical field, especially in medical imaging, pathology, natural language processing, and biosignal analysis. On the basis of these advances, telemedicine, which allows people to receive medical services outside of hospitals or clinics, is also developing in many countries. The mechanisms of deep learning used in medical AI include convolutional neural networks, residual neural networks, and generative adversarial networks. Herein, we investigate the possibility of using these AI methods in the field of craniofacial surgery, with potential applications including craniofacial trauma, congenital anomalies, and cosmetic surgery.
KW - Artificial intelligence
KW - Neural networks, Computer
KW - Surgery, Plastic
UR - http://www.scopus.com/inward/record.url?scp=85118790271&partnerID=8YFLogxK
U2 - 10.7181/acfs.2021.00507
DO - 10.7181/acfs.2021.00507
M3 - Review article
AN - SCOPUS:85118790271
SN - 2287-1152
VL - 22
SP - 223
EP - 231
JO - Archives of Craniofacial Surgery
JF - Archives of Craniofacial Surgery
IS - 5
ER -