Table 1.
Summary of the recent AI studies in cardiology.
| Paraclinical Investigation |
Author | Year of Study | Application |
|---|---|---|---|
| ECG | Herman R. [22] | 2024 | Detection of occlusion myocardial infarction. |
| Nogimori Y. [23] | 2024 | ECG-derived CNN is a novel marker of HF in children with different prognostic potential from BNP. | |
| Hillis J. [24] | 2024 | Identification of hypertrophic cardiomyopathy on a 12 lead ECG. Classification of hypertrophic cardiomyopathy, cardiac amyloidosis, and echocardiographic LVH. Detection of cardiac amyloidosis. |
|
| Haimovich J. [25] | 2023 | ||
| Harmon D. [26] | 2023 | ||
| Butler L. [27] | 2023 | Early Heart Failure prediction using ECG-AI models. | |
| Awasthi S. [28] | 2023 | Assessing the risk stratification of CAD. | |
| Lee Y. [29] | 2023 | ||
| Valente Silva B. [30] | 2023 | Diagnosis of Acute Pulmonary Embolism. | |
| Sau A. [31] | 2023 | Distinguish AVRT from AVNRT. | |
| Shimojo M. [32] | 2024 | Identification of the origin of outflow tract ventricular arrhythmia. | |
| Echocardiography | Shiokawa N [33] | 2024 | Automatic measurements of transthoracic echocardiography. |
| Sveric K. [34] | 2024 | Calculation of left ventricular ejection fraction. | |
| Slivnick J. [35] | 2024 | Detection of Regional Wall Motion Abnormalities. | |
| Kampaktsis P. [36] | 2024 | Quantification of the right ventricle. | |
| Murayama M [37] | 2024 | Measuring the right ventricle ejection fraction. | |
| Hsia B. [38] | 2023 | Assessing the parameters of right ventricular dysfunction. | |
| Anand V. [39] | 2024 | Diagnosis of pulmonary hypertension. | |
| Oikonomu E. [40] | 2024 | A video-based biomarker for detection of severe aortic stenosis. | |
| Krinsha H. [41] | 2023 | Assessment of aortic stenosis. | |
| Guo Y. [42] | 2023 | Detection of coronary artery disease. | |
| Molenaar M. [43] | 2024 | Identifying high-risk chronic coronary syndrome patients. | |
| Lu N. [44] | 2024 | Detection of atrial fibrillation on echocardiography without ECG. | |
| Brown K. [45] | 2024 | Detecting rheumatic heart disease. | |
| Steffner K. [46] | 2024 | Identification of standardized Transesophageal Echocardiography views. | |
| Coronary Angiography | In Kim Y. [47] | 2024 | Quantitative assessment of coronary lesions. |
| Cardiac Computed Angiography | Rinehart S. [48] | 2024 | Plaque quantification. |
| Omori H. [49] | 2023 | Morphology of coronary plaque. | |
| Computed Tomography | Toggweiler S. [50] | 2024 | Planning of transcatheter aortic valve replacements. |
| Cardiac MRI | Salehi M. [51] | 2024 | Automated segmentation of both ventricles on CMR by an automatic tool. |
| Ghanbari F. [52] | 2023 | Prediction of major arrhythmic events by analyzing cardiac MRI scar. |