… review in detail various achievements in the diagnosis of a wide range of cardiac diseases
using image-based … Statistics about the conducted literature review can be seen in Figure 7. …

… Machine learning methodologies used in diagnosis of heart diseases In this section
various models and methods that are pertaining to machine learning … ultrasound image-based …

… Moreover, image-based detection techniques are costly and not applicable for screening
large populations, especially in developing countries. Due to these shortcomings and the life-…

… In this study, we reviewed 44 studies related to the diagnosis and prognosis of COVID-19
that used advanced machine learning techniques based on clinical images to diagnose COVID…

… cardiology. More specifically, clinical indices derived from CMR images assist in assessing
heart function and anatomy, from which clinicians can diagnose cardiovascular … image-based …

… and validating novel ML tools for image-based diagnosis. Additionally, the authors … Review
This section describes the previous work reviews of the Image Based Cardiac Diagnosis …

… modalities employed in the diagnosis and study of these … In this comprehensive review, we
delve into the recent ad… leveraging cardiovascular MRIs analyzed by advanced deep learning …

… , and diagnosis techniques. This article also sheds light on machine learning and deep learning
… articles in the diagnosis of brain diseases, lung diseases, cardiovascular diseases, and …

… measurement data but also image-based raw data, from … data from clinical notes,
complementary diagnostics, and any … with varying degrees of expert review involved at multiple …

… deep learning to cardiovascular image analysis. For a more thorough review of the history and
technical aspects of deep learning, we … Most, if not all, diagnostic images are acquired in a …