Explainable artificial intelligence and cardiac imaging: toward more interpretable models
Artificial intelligence applications have shown success in different medical and health care
domains, and cardiac imaging is no exception. However, some machine learning models …
domains, and cardiac imaging is no exception. However, some machine learning models …
Artificial intelligence in obstetric ultrasound: A scoping review
R Horgan, L Nehme, A Abuhamad - Prenatal Diagnosis, 2023 - Wiley Online Library
The objective is to summarize the current use of artificial intelligence (AI) in obstetric
ultrasound. PubMed, Cochrane Library, and ClinicalTrials. gov databases were searched …
ultrasound. PubMed, Cochrane Library, and ClinicalTrials. gov databases were searched …
COVLIAS 2.0-cXAI: Cloud-based explainable deep learning system for COVID-19 lesion localization in computed tomography scans
Background: The previous COVID-19 lung diagnosis system lacks both scientific validation
and the role of explainable artificial intelligence (AI) for understanding lesion localization …
and the role of explainable artificial intelligence (AI) for understanding lesion localization …
Deep learning for improving the effectiveness of routine prenatal screening for major congenital heart diseases
Early prenatal screening with an ultrasound (US) can significantly lower newborn mortality
caused by congenital heart diseases (CHDs). However, the need for expertise in fetal …
caused by congenital heart diseases (CHDs). However, the need for expertise in fetal …
Adaptive Aquila Optimizer with explainable artificial intelligence-enabled cancer diagnosis on medical imaging
Simple Summary For automated cancer diagnosis on medical imaging, explainable artificial
intelligence technology uses advanced image analysis methods like deep learning to make …
intelligence technology uses advanced image analysis methods like deep learning to make …
Evolving the Era of 5D Ultrasound? A Systematic Literature Review on the Applications for Artificial Intelligence Ultrasound Imaging in Obstetrics and Gynecology
E Jost, P Kosian, J Jimenez Cruz, S Albarqouni… - Journal of Clinical …, 2023 - mdpi.com
Artificial intelligence (AI) has gained prominence in medical imaging, particularly in
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …
obstetrics and gynecology (OB/GYN), where ultrasound (US) is the preferred method. It is …
[PDF][PDF] A comprehensive review of the role of artificial intelligence in obstetrics and gynecology
SN Malani IV, D Shrivastava, MS Raka - Cureus, 2023 - cureus.com
The exponential growth of artificial intelligence (AI) has fascinated its application in various
fields and so in the field of healthcare. Technological advancements in theories and learning …
fields and so in the field of healthcare. Technological advancements in theories and learning …
Automated endocardial border detection and left ventricular functional assessment in echocardiography using deep learning
Endocardial border detection is a key step in assessing left ventricular systolic function in
echocardiography. However, this process is still not sufficiently accurate, and manual …
echocardiography. However, this process is still not sufficiently accurate, and manual …
Use of artificial intelligence and deep learning in fetal ultrasound imaging
R Ramirez Zegarra, T Ghi - Ultrasound in Obstetrics & …, 2023 - Wiley Online Library
Deep learning is considered the leading artificial intelligence tool in image analysis in
general. Deep‐learning algorithms excel at image recognition, which makes them valuable …
general. Deep‐learning algorithms excel at image recognition, which makes them valuable …
[HTML][HTML] Explainability of deep learning models in medical video analysis: a survey
Deep learning methods have proven to be effective for multiple diagnostic tasks in medicine
and have been performing significantly better in comparison to other traditional machine …
and have been performing significantly better in comparison to other traditional machine …