Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

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Data governance and Gensini score automatic calculation for coronary angiography with deep-learning-based natural language extraction.

With the widespread adoption of electronic health records, the amount of stored medical data has bee...

Feb 2024 38549319
Ultrafast Brain MRI with Deep Learning Reconstruction for Suspected Acute Ischemic Stroke.

Background Deep learning (DL)-accelerated MRI can substantially reduce examination times. However, s...

Feb 2024 38376403
Environmental Sustainability and AI in Radiology: A Double-Edged Sword.

According to the World Health Organization, climate change is the single biggest health threat facin...

Feb 2024 38411520
Development and validation of a multi-modality fusion deep learning model for differentiating glioblastoma from solitary brain metastases.

OBJECTIVES: Glioblastoma (GBM) and brain metastases (BMs) are the two most common malignant brain tu...

Jan 2024 38615167
Large-Scale Standardized Image Integration for Secondary Use Research Projects.

Imaging techniques are a cornerstone of today's medicine and can be crucial for a successful therapy...

Jan 2024 38269788
Classification of Diagnostic Certainty in Radiology Reports with Deep Learning.

A radiology report is prepared for communicating clinical information about observed abnormal struct...

Jan 2024 38269873
Explainable Artificial Intelligence for Deep-Learning Based Classification of Cystic Fibrosis Lung Changes in MRI.

Algorithms increasing the transparence and explain ability of neural networks are gaining more popul...

Jan 2024 38269943
Deep learning-based radiomics allows for a more accurate assessment of sarcopenia as a prognostic factor in hepatocellular carcinoma.

Hepatocellular carcinoma (HCC) is one of the most common malignancies and is a major cause of cancer...

Jan 2024 38163668
Novel Techniques in Imaging Congenital Heart Disease: JACC Scientific Statement.

Recent years have witnessed exponential growth in cardiac imaging technologies, allowing better visu...

Jan 2024 38171712
Integrating AI into Clinical Workflows: A Simulation Study on Implementing AI-aided Same-day Diagnostic Testing Following an Abnormal Screening Mammogram.

Artificial intelligence (AI) shows promise in clinical tasks, yet its integration into workflows rem...

Jan 2024 40417477
A Multi-Task Learning Approach for Segmentation of Breast Arterial Calcifications in Screening Mammograms.

Screening mammogram is a standard and cost-efficient imaging procedure to measure breast cancer risk...

Jan 2024 40417479
A Multi-label Artificial Intelligence Approach for Improving Breast Cancer Detection With Mammographic Image Analysis.

BACKGROUND/AIM: Breast cancer remains a major global health concern. This study aimed to develop a d...

Jan 2024 39477432
Artificial intelligence versus semi-automatic segmentation of the inferior alveolar canal on cone-beam computed tomography scans: A pilot study.

BACKGROUND: The inferior alveolar canal (IAC) is a fundamental mandibular structure. It is important...

Jan 2024 39692380
Learning technology for detection and grading of cancer tissue using tumour ultrasound images1.

BACKGROUND: Early diagnosis of breast cancer is crucial to perform effective therapy. Many medical i...

Jan 2024 37424493
Deep-learning model for prenatal congenital heart disease screening generalizes to community setting and outperforms clinical detection.

OBJECTIVES: Despite nearly universal prenatal ultrasound screening programs, congenital heart defect...

Jan 2024 37774040
The Future of MR-Guided Radiation Therapy.

Magnetic resonance image guided radiation therapy (MRIgRT) is a relatively new technology that has a...

Jan 2024 38105088
Session Introduction: Artificial Intelligence in Clinical Medicine: Generative and Interactive Systems at the Human-Machine Interface.

Artificial Intelligence (AI) models are substantially enhancing the capability to analyze complex an...

Jan 2024 38160265
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