Image Interpretation, Computer-Assisted

AG-MSTLN-EL: A Multi-source Transfer Learning Approach to Brain Tumor Detection.

Journal of imaging informatics in medicine Jul 26, 2024

The analysis of medical images (MI) is an important part of advanced medicine as it helps detect and diagnose various diseases early. Classifying brain tumors through magnetic resonance imaging (MRI) poses a challenge demanding accurate models for ef...

Humans Support Vector Machine Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Machine Learning Algorithms Reproducibility of Results Brain Neoplasms

View on PubMed DOI

Clinical-Grade Validation of an Autofluorescence Virtual Staining System With Human Experts and a Deep Learning System for Prostate Cancer.

Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc Jul 26, 2024

The tissue diagnosis of adenocarcinoma and intraductal carcinoma of the prostate includes Gleason grading of tumor morphology on the hematoxylin and eosin stain and immunohistochemistry markers on the prostatic intraepithelial neoplasia-4 stain (CK5/...

Prostatic Neoplasms Neoplasm Grading Microscopy, Fluorescence Image Interpretation, Computer-Assisted Immunohistochemistry Male Optical Imaging Humans Deep Learning Prostatic Intraepithelial Neoplasia Staining and Labeling Adenocarcinoma

View on PubMed DOI

Reduced response to regadenoson with increased weight: An artificial intelligence-based quantitative myocardial perfusion study.

Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance Jul 25, 2024

BACKGROUND: There is conflicting evidence regarding the response to a fixed dose of regadenoson in patients with high body weight. The aim of this study was to evaluate the effectiveness of regadenoson in patients with varying body weights using nove...

Coronary Circulation Middle Aged Case-Control Studies Myocardial Perfusion Imaging Female Humans Pyrazoles Predictive Value of Tests Adenosine Logistic Models Risk Factors Artificial Intelligence Adenosine A2 Receptor Agonists Coronary Artery Disease Obesity Vasodilator Agents Algorithms Aged Body Weight Purines Male Image Interpretation, Computer-Assisted

View on PubMed DOI

Enabling AI-Generated Content for Gadolinium-Free Contrast-Enhanced Breast Magnetic Resonance Imaging.

Journal of magnetic resonance imaging : JMRI Jul 25, 2024

BACKGROUND: There is increasing interest in utilizing AI-generated content for gadolinium-free contrast-enhanced breast MRI.

Image Interpretation, Computer-Assisted Gadolinium Image Enhancement Diffusion Magnetic Resonance Imaging Contrast Media Magnetic Resonance Imaging Breast Reproducibility of Results Aged Adult Sensitivity and Specificity Breast Neoplasms Middle Aged Imaging, Three-Dimensional Image Processing, Computer-Assisted Artificial Intelligence Algorithms Retrospective Studies Female Humans

View on PubMed DOI

Comparison of Explainable Artificial Intelligence Model and Radiologist Review Performances to Detect Breast Cancer in 752 Patients.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Jul 25, 2024

OBJECTIVES: Breast cancer is a type of cancer caused by the uncontrolled growth of cells in the breast tissue. In a few cases, erroneous diagnosis of breast cancer by specialists and unnecessary biopsies can lead to various negative consequences. In ...

Aged Aged, 80 and over Young Adult Adult Humans Artificial Intelligence Female Reproducibility of Results Breast Image Interpretation, Computer-Assisted Adolescent Sensitivity and Specificity Diagnosis, Differential Breast Neoplasms Radiologists Middle Aged Ultrasonography, Mammary

View on PubMed DOI

An artificial intelligence boost to MRI lumbar spine reporting.

European journal of radiology Jul 25, 2024

Image Interpretation, Computer-Assisted Spinal Diseases Humans Artificial Intelligence Magnetic Resonance Imaging Lumbar Vertebrae

View on PubMed DOI

SFPL: Sample-specific fine-grained prototype learning for imbalanced medical image classification.

Medical image analysis Jul 25, 2024

Imbalanced classification is a common and difficult task in many medical image analysis applications. However, most existing approaches focus on balancing feature distribution and classifier weights between classes, while ignoring the inner-class het...

Algorithms Image Interpretation, Computer-Assisted Humans Machine Learning

View on PubMed DOI

Parkinson's image detection and classification based on deep learning.

BMC medical imaging Jul 25, 2024

OBJECTIVE: There are two major issues in the MRI image diagnosis task for Parkinson's disease. Firstly, there are slight differences in MRI images between healthy individuals and Parkinson's patients, and the medical field has not yet established pre...

Algorithms Female Image Interpretation, Computer-Assisted Aged Male Middle Aged Humans Early Diagnosis Deep Learning Magnetic Resonance Imaging Parkinson Disease

View on PubMed DOI

Pitfalls in Interpretive Applications of Artificial Intelligence in Radiology.

AJR. American journal of roentgenology Jul 24, 2024

Interpretive artificial intelligence (AI) tools are poised to change the future of radiology. However, certain pitfalls may pose particular challenges for optimal AI interpretative performance. These include anatomic variants, age-related changes, po...

Humans Algorithms Artificial Intelligence Radiology Image Interpretation, Computer-Assisted

View on PubMed DOI

Deep Learning Reconstruction of Prospectively Accelerated MRI of the Pancreas: Clinical Evaluation of Shortened Breath-Hold Examinations With Dixon Fat Suppression.

Investigative radiology Jul 23, 2024

OBJECTIVE: Deep learning (DL)-enabled magnetic resonance imaging (MRI) reconstructions can enable shortening of breath-hold examinations and improve image quality by reducing motion artifacts. Prospective studies with DL reconstructions of accelerate...

Adult Male Middle Aged Deep Learning Prospective Studies Humans Female Aged Artifacts Aged, 80 and over Image Processing, Computer-Assisted Pancreas Magnetic Resonance Imaging Signal-To-Noise Ratio Pancreatic Diseases Breath Holding Image Interpretation, Computer-Assisted

View on PubMed DOI

AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Image Interpretation, Computer-Assisted

AG-MSTLN-EL: A Multi-source Transfer Learning Approach to Brain Tumor Detection.

Clinical-Grade Validation of an Autofluorescence Virtual Staining System With Human Experts and a Deep Learning System for Prostate Cancer.

Reduced response to regadenoson with increased weight: An artificial intelligence-based quantitative myocardial perfusion study.

Enabling AI-Generated Content for Gadolinium-Free Contrast-Enhanced Breast Magnetic Resonance Imaging.

Comparison of Explainable Artificial Intelligence Model and Radiologist Review Performances to Detect Breast Cancer in 752 Patients.

An artificial intelligence boost to MRI lumbar spine reporting.

SFPL: Sample-specific fine-grained prototype learning for imbalanced medical image classification.

Parkinson's image detection and classification based on deep learning.

Pitfalls in Interpretive Applications of Artificial Intelligence in Radiology.

Deep Learning Reconstruction of Prospectively Accelerated MRI of the Pancreas: Clinical Evaluation of Shortened Breath-Hold Examinations With Dixon Fat Suppression.

Popular Topics

Recent Journals