Radiology

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

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Improvement of Patient Classification Using Feature Selection Applied to Bidirectional Axial Transmission.

Osteoporosis is still a worldwide problem, particularly due to associated fragility fractures. Patie...

Aug 2022 35914050
Deep learning radiomics of dual-modality ultrasound images for hierarchical diagnosis of unexplained cervical lymphadenopathy.

BACKGROUND: Accurate diagnosis of unexplained cervical lymphadenopathy (CLA) using medical images he...

Aug 2022 36008835
[Artificial intelligence and radiomics : Value in cardiac MRI].

CLINICAL/METHODICAL ISSUE: Cardiac diseases are the leading cause of death. Many diseases can be spe...

Aug 2022 36006439
Natural Language Processing in Radiology: Update on Clinical Applications.

Radiological reports are a valuable source of information used to guide clinical care and support re...

Aug 2022 36029890
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique.

Since radiology reports needed for clinical practice and research are written and stored in free-tex...

Aug 2022 36002778
Domain generalization in deep learning for contrast-enhanced imaging.

BACKGROUND: The domain generalization problem has been widely investigated in deep learning for non-...

Aug 2022 36055164
Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study.

Computer-aided detection systems based on deep learning have shown great potential in breast cancer ...

Aug 2022 36207090
A Framework for Interactive Medical Image Segmentation Using Optimized Swarm Intelligence with Convolutional Neural Networks.

Recent improvements in current technology have had a significant impact on a wide range of image pro...

Aug 2022 36059415
Deep Learning-based Detection of Solid and Cystic Pancreatic Neoplasms at Contrast-enhanced CT.

Background Deep learning (DL) may facilitate the diagnosis of various pancreatic lesions at imaging....

Aug 2022 35997607
MRI-Based Artificial Intelligence in Rectal Cancer.

Rectal cancer (RC) accounts for approximately one-third of colorectal cancer (CRC), with death rates...

Aug 2022 35993550
Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms.

The main aim of the present study was to predict myocardial function improvement in cardiac MR (LGE-...

Aug 2022 35995896
A survey of catheter tracking concepts and methodologies.

Catheter tracking has become an integral part of interventional radiology. Over the last decades, re...

Aug 2022 36063746
The potential of predictive and prognostic breast MRI (P2-bMRI).

Magnetic resonance imaging (MRI) is an important part of breast cancer diagnosis and multimodal work...

Aug 2022 35989400
Automated COVID-19 Classification Using Heap-Based Optimization with the Deep Transfer Learning Model.

The outbreak of the COVID-19 pandemic necessitates prompt identification of affected persons to rest...

Aug 2022 36045956
Metaheuristic Optimization-Driven Novel Deep Learning Approach for Brain Tumor Segmentation.

Brain tumor has the foremost distinguished etiology of high morality. Neoplasm, a categorization of ...

Aug 2022 36033583
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