ABSTRACT
@#Artificial intelligence belongs to the field of computer science. In the past few decades, artificial intelligence has shown broad application prospects in the medical field. With the development of computer technology in recent years, doctors and computer scientists have just begun to discover its potential for clinical application, especially in the field of congenital heart disease. Artificial intelligence now has been successfully applied to the prediction, intelligent diagnosis, medical image segmentation and recognition, clinical decision support of congenital heart disease. This article reviews the application of artificial intelligence in congenital cardiology.
ABSTRACT
@#Objective To investigate if the ratio of pulmonary valve annulus, which is the proportion of pulmonary valvular annulus size to total size of aortic valvular annulus and pulmonary valvular annulus, can better guide the choice of surgical approach than the value of z. Methods A retrospective analysis was made for 254 patients who underwent total correction of tetralogy of Fallot in Guangdong General Hospital between January 2016 and January 2018. There were 154 males and 100 females with an average age of 14.60±18.76 years. The patients were categorized into two groups, a transannular patch group (TAP, n=164) and a non-TAP group (n=90). The sizes of pulmonary and aortic valvular annulus were evaluated in each group, and the cutoff value of proportion of pulmonary valvular annulus for TAP was calculated. Results Both proportion of pulmonary valvular annulus and z-scores were smaller in the TAP group than those in the non-TAP group (0.29±0.06 vs. 0.36±0.06, P<0.001; –4.04±2.13 vs. –2.06±1.84, P<0.001, respectively). In receiver operating characteristics analyses, proportion of pulmonary valvular annulus and the z-score cutoff values were 0.353 (area under the curve 0.781, 95%CI 0.725–0.831) and –2.13 (area under the curve 0.766, 95%CI 0.709–0.817), respectively, demonstrating that the proportion of pulmonary valvular annulus was a more powerful diagnostic tool as a predictor of TAP. Conclusion Our results suggest that the proportion of pulmonary valvular annulus is an effective predictor for TAP and can be easily applied to clinical practice.
ABSTRACT
@#Objective To evaluate the application value of virtual reality (VR) technology in the surgical treatment of coronary artery fistula (CAF) and abnormal origin of coronary artery (AOOCA). Methods From January 2014 to June 2018, with the assistance of virtual reality technology, 4 patients with CAF and 4 patients with AOOCA in the Department of Cardiac Surgery of our hospital underwent treatment method deciding and operation details planning. In the CAF patients, there was 1 male and 3 females and they were 8 years, 16 years, 62 years, and 65 years, respectively. In the AOOCA patients, there was 1 male and 3 females at age of 4-month, 2 years, 14 years, and 29 years, respectively. Results The virtual heart models in all 8 patients were well matched with the real heart. The spatial structure information of CAF/AOOCA and surroundings can be intuitively and fully shown by virtual reality technology in all patients. All of the 4 CAF patients repaired coronary artery incision, including 2 patients with autologous pericardium patch and 2 patients with direct suture. Of the 4 AOOCA patients, 3 underwent coronary directly transplantation but 1 underwent Takeuchi surgery. And 2 had mitral valve plasty at the same time. All the operations were completed successfully, with good recovery and no serious complications. Among the 4 CAF patients, 3 had no residual fistula, and 1 had minor residual fistula. Coronary arteries were all unobstructed in 4 patients of AOOCA; moderate and severe mitral regurgitation in 2 patients were significantly reduced after surgery. Conclusion VR allows doctors to understand the spatial structure information of CAF/AOOCA and surroundings before the operation, and assists them to make accurate treatment decisions and develop detailed surgical plans before the operation, ensuring its safety. Its clinical application value is significant.