Artificial intelligence-based segmentation and quantification is a hot topic in cardiovascular imaging. However, the development of clinically useful artificial intelligence-based models for congenital heart disease is challenging owing to morphologic heterogeneity and limited data for training. Although cardiovascular computed tomography is increasingly used in evaluating patients with congenital heart disease, only a few reports have evaluated artificial intelligence-based segmentation algorithms for congenital heart disease. To be familiarized with this trend, we need to understand state-of-the-art segmentation techniques for cardiovascular digital twins as well as basic concept, current challenges, and potential solutions of artificial intelligence-based methods. Additionally, in this review, our learnings from the literature and our pilot study are summarized, and future directions are suggested.

Objective: This study aims to review the application of dobutamine stress cardiac magnetic resonance imaging (DSCMR) for patients with anomalous inter-arterial coronary arteries. Materials and Methods: Consecutive adult patients (≥18 years) with anomalous inter-arterial coronary arteries and DSCMR performed in a quaternary referral center from January 2020 to December 2024 were retrospectively reviewed. Examination details, including medication and complications, were reviewed. Radiological findings, such as wall motion abnormality, perfusion defect and late myocardial enhancement were evaluated. Post-examination management and outcomes were assessed. Results: A total of 31 patients (17 females [54.8%]; age 53.6±11.7 years) with anomalous inter-arterial coronary arteries were included. Most patients (n=25, 80.6%) had anomalous right coronary artery. There were significant differences in peak heart rate (p<0.001) and blood pressure (p<0.001) when compared to the baseline. Only one patient (3.2%) experienced minor adverse event with chest pain during the examination. Her cardiac enzymes and electrocardiogram were normal. All other patients (n=30, 96.8%) had no examination-related complications. Left ventricular stroke volume (78.3 [interquartile range, IQR 15.8] mL) and ejection fraction (63.2% [IQR 9.2%]) were normal. No wall motion abnormality, perfusion defect nor late myocardial enhancement were identified. Median follow-up after DSCMR was 21.0 (IQR 28.0) months. One patient underwent reimplantation of right coronary artery due to recurrent syncope. Conservative management was adopted for all other patients (n= 30, 96.8%). Most (n=28, 90.3%) were asymptomatic post-examination. No major adverse cardiovascular events were reported. Conclusion DSCMR can be safely performed for patients with anomalous inter-arterial coronary arteries and can help guide management plan.

Berry syndrome is an extremely rare congenital cardiac anomaly characterized by a combination of aortopulmonary window, aortic origin of the right pulmonary artery, interrupted or hypoplastic aortic arch, and an intact ventricular septum. We report a case of a 6-month-old female child with congenital heart disease diagnosed with Berry syndrome on cardiac computed tomography. Early diagnosis is critical as the condition is surgically correctable, with high mortality in untreated cases.

A 47-year-old female was admitted with progressive exertional dyspnea and diagnosed with anomalous drainage of the left pulmonary veins into the coronary sinus (CS), combined with an intact interatrial septum and a small patent ductus arteriosus (PDA). Multimodal imaging, including echocardiography, computed tomography, and cardiac catheterization, helps diagnosis, optimal management and monitoring. The patient successfully underwent surgical repair, which involved rerouting the left anomalous pulmonary veins into the left atrium through a surgically created atrial septal defect, while the CS continued to drain into the right atrium and the PDA was closed directly via a transpulmonary approach. The postoperative course was uneventful.

Post-cardiac injury syndrome (PCIS) is an uncommon complication arising from pericardial and myocardial damage, encompassing post-cardiac surgery, percutaneous intervention (PCI) for acute coronary syndrome, cardiac device implantation, and radiofrequency ablation. The etiology of PCIS is not clearly defined, with approximately 50% of cases remaining idiopathic.Manifestations and symptoms of PCIS vary significantly among patients. Herein, we report a rare case of a 62-year-old male with PCIS that occurred after PCI for non-ST elevation myocardial infarction in an end-stage renal disease (ESRD) hemodialysis (HD) patient. He suddenly developed chest pain, fever, low blood pressure, cold sweating, tachycardia, desaturation and cardiac tamponade with cardiogenic shock after one week of PCI. After emergency pericardiocentesis, he was able to come out of cardiogenic shock. Ultimately, his clinical symptoms improved further with concurrent long-term medical treatment such as non-steroidal anti-inflammatory drugs and colchicine. This case illustrates a rare and unusual case of a relatively subacute onset PCIS in an ESRD patient on HD following emergency PCI. Although pericardial effusion is commonly detected in ESRD patients on HD, cardiologist should not overlook PCIS in dialysis patients, given the potential resemblance to uremic pericarditis or effusion. In addition, imaging modality such as transthoracic echocardiography has significantly important roles in case of urgent situation in order to make differential diagnosis as like this case.

A 65-year-old male presented with chest pain that occurred after alcohol drinking at the early morning hours and relieved after taking sublingual nitroglycerin. Coronary angiography revealed a malformed left main coronary artery (LMCA) originating from the right sinus of Valsalva with 10%–20% stenosis and 80% vasospasm. Coronary artery spasm (CAS) in the LMCA is extremely rare but can present with catastrophic features. CAS is more frequently observed in atherosclerotic segments of coronary arteries, and multidetector computed tomography is preferred for assessing the degree of atherosclerosis in cases of LMCA spasm. Anomalous origin of coronary arteries (AOCA) is also rare but can lead to severe symptoms. Although surgical intervention is generally recommended for symptomatic patients, while management of asymptomatic cases remains a topic of ongoing research and debated. In this case, there was concern that the patient’s symptoms might be attributable to AOCA or CAS, medical management was selected over surgical intervention, given the presentation consistent with typical angina due to spasm.

Objective: This study aimed to evaluate the effect of administration of oral carbohydrate-rich solution (ORS) for reducing discomfort and adverse effects of contrast media in patients who should undergo coronary computed tomographic angiography (CCTA). Materials and Methods: A total 142 patients scheduled for CCTA were randomly divided into two different groups. Patients assigned to group A (n=71) were instructed to maintain fasting at least 6 hours before CCTA. Patients in group B (n=71) were allowed to freely drink ORS up to three cans until 2 hours before CCTA. Subjective discomfort was assessed in both groups by questionnaires consisting of 5 different items that scored from 0 to 10 for each items 2 hours prior to and 30 minutes after CCTA. Acute side effects to contrast media including emetic complication were evaluated in both groups. Results: The ORS was well-tolerated in all patients without causing any unexpected complications. In group B, scores reflecting subjective discomfort were significantly lower than those of group A before (20.8±6.2 vs. 15.1±6.3; p<0.001) and after the CCTA (22.5±6.0 vs. 16.3± 5.0; p<0.001). In addition, emetic symptoms were significantly lower in group B than in group A after the CCTA (p=0.012). Aspiration pneumonia or contrast induced nephropathy were not observed in both groups. Conclusion Our study suggests that preparative ORS intake before CCTA is a safe practice to reduce adverse effects on contrast media and improve patients’ discomfort without causing aspiration pneumonia.

Objective: Patients with severe symptomatic aortic stenosis are assessed for coronary artery disease (CAD) prior to transcatheter aortic valve implantation (TAVI) with treatment implications. Invasive coronary angiography (ICA) is the recommended modality but is associated with peri-procedural complications. Integrating machine learning (ML)-based computed tomography-derived fractional flow reserve (CT-FFR) into existing TAVI-planning CT protocol may aid exclusion of significant CAD and thus avoiding ICA in selected patients. Materials and Methods: A single-center, retrospective study was conducted, 41 TAVI candidates with both TAVI-planning CT and ICA performed were analyzed. CT datasets were evaluated by a ML-based CT-FFR software. Beta-blocker and nitroglycerin were not administered in these patients. The primary outcome was to identify significant CAD. The diagnostic performance of CT-FFR was compared against ICA. Results: On per-patient level, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and diagnostic accuracy were 89%, 94%, 80%, 97% and 93%, respectively. On per-vessel level, the sensitivity, specificity, PPV, NPV and diagnostic accuracy were 75%, 94%, 67%, 96% and 92%, respectively. The area under the receiver operative characteristics curve per individual coronary vessels yielded overall 0.90 (95% confidence interval 85%–95%). ICA may be avoided in up to 80% of patients if CT-FFR results were negative. Conclusion ML-based CT-FFR can provide accurate screening capabilities for significant CAD thus avoiding ICA. Its integration to existing TAVI-planning CT is feasible with the potential of improving the safety and efficiency of pre-TAVI CAD assessment.