Efficient Deep Learning-Based Automated Diagnosis from Echocardiography with Contrastive Self-Supervised Learning

Information Science, Computer Science, Artificial Intelligence, Medicine, Medical Imaging, Cardiovascular System,
deep learning   self-supervised learning   contrastive learning   echocardiography   automated diagnosis   left ventricular hypertrophy   aortic stenosis  

Breakthrough in Automated Echocardiogram Diagnosis via Deep Learning: A Comparative Study of Self-Supervised Learning Methods Research Background With the rapid development of artificial intelligence and machine learning technologies, their role in medical imaging diagnosis is becoming increasingly significant. In particular, Self-Supervised Learni...

Using Large Language Models to Assess Public Perceptions Around Glucagon-Like Peptide-1 Receptor Agonists on Social Media

Information Science, Computer Science, Artificial Intelligence, Medicine, Environmental and Public Health, Endocrinology, Cardiovascular System,
Obesity   Glucagon-like Peptide-1 Receptor Agonists   Social Media   Public Perception   Natural Language Processing  

In the global context, the prevalence of obesity is on the rise, bringing significant impacts to public health. Obesity is independently associated with the incidence and mortality of cardiovascular diseases, with an estimated economic burden exceeding $200 billion annually for healthcare systems. In recent years, glucagon-like peptide-1 (GLP-1) re...

Precision Imaging of Cardiac Function and Scar Size in Acute and Chronic Porcine Myocardial Infarction Using Ultral-high-field MRI

Precision Imaging of Cardiac Function and Scar Size in Acute and Chronic Porcine Myocardial Infarction Using Ultral-high-field MRI

Medicine, Medical Imaging, Cardiovascular System, Life Sciences, Biophysics,
ultrahigh field   myocardial infarction   cardiac function   porcine model   MRI   scar detection  

Precision Imaging of Cardiac Function and Infarct Scar Size: A Study with Ultrahigh-Field MRI in Acute and Chronic Porcine Models of Myocardial Infarction Research Background Cardiac magnetic resonance imaging (MRI) is an accurate and highly reproducible technique for assessing cardiac function and volume. In recent years, ultrahigh-field (UHF) MRI...

Age-dependent Loss of Hapln1 Erodes Vascular Integrity via Indirect Upregulation of Endothelial ICAM1 in Melanoma

Medicine, Medical Laboratory Science, Geriatrics, Oncology, Cardiovascular System, Life Sciences, Cell Biology, Biochemistry, Immunology,
Hapln1   Melanoma   Vascular Integrity   ICAM1   Aging   Extracellular Matrix  

Age-dependent loss of HAPLN1 erodes vascular integrity via indirect upregulation of endothelial ICAM1 in melanoma In a research article titled “Age-dependent loss of HAPLN1 erodes vascular integrity via indirect upregulation of endothelial ICAM1 in melanoma” published in Nature Aging in March 2024, significant findings have been revealed. The study...

St. Jude Survivorship Portal: Sharing and Analyzing Large Clinical and Genomic Datasets from Pediatric Cancer Survivors

St. Jude Survivorship Portal: Sharing and Analyzing Large Clinical and Genomic Datasets from Pediatric Cancer Survivors

Information Science, Computer Science, Medicine, Pediatrics, Medical Laboratory Science, Oncology, Cardiovascular System, Life Sciences, Biochemistry, Immunology, Genetics,
St. Jude   survivorship   data portal   pediatric cancer   clinical data   genomic data  

St. Jude Survivorship Portal: Analysis and Sharing of Large-Scale Clinical and Genomic Data of Pediatric Cancer Survivors Research Background In the United States, the five-year survival rate for childhood cancer has increased from about 60% in the 1970s to over 85% today. Despite the significant improvement in survival rates, these childhood cance...

Joint Impact of Polygenic Risk Score and Lifestyles on Early- and Late-Onset Cardiovascular Diseases

Medicine, Cardiovascular System,
Polygenic Risk Score   Lifestyles   Cardiovascular Diseases   Early-Onset   Late-Onset   China   Prevention  

Comprehensive Analysis of the Joint Impact of Polygenic Risk Scores and Lifestyle on Cardiovascular Disease Incidence: A Report from the China Kadoorie Biobank Introduction Cardiovascular disease (CVD) is one of the major global health threats. Despite the stable or declining incidence and prevalence of CVD among adults over 50 in recent decades, t...