Radiology

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

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Radiomics for Gleason Score Detection through Deep Learning.

Prostate cancer is classified into different stages, each stage is related to a different Gleason sc...

Sep 2020 32967291
Deriving new soft tissue contrasts from conventional MR images using deep learning.

Versatile soft tissue contrast in magnetic resonance imaging is a unique advantage of the imaging mo...

Sep 2020 32956805
Applications of artificial intelligence (AI) in diagnostic radiology: a technography study.

OBJECTIVES: Why is there a major gap between the promises of AI and its applications in the domain o...

Sep 2020 32945967
C-arm CT imaging with the extended line-ellipse-line trajectory: first implementation on a state-of-the-art robotic angiography system.

Three-dimensional cone-beam imaging has become valuable in interventional radiology. Currently, this...

Sep 2020 32512552
Brain tumor segmentation using 3D Mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging.

The segmentation of neoplasms is an important part of radiotherapy treatment planning, monitoring di...

Sep 2020 32674075
Artificial intelligence in paediatric radiology: Future opportunities.

Artificial intelligence (AI) has received widespread and growing interest in healthcare, as a method...

Sep 2020 32941736
Diverse Applications of Artificial Intelligence in Neuroradiology.

Recent advances in artificial intelligence (AI) and deep learning (DL) hold promise to augment neuro...

Sep 2020 33039000
Point-of-Care Ultrasound.

PURPOSE OF THE REVIEW: Point-of-care ultrasound using small ultrasound devices has expanded beyond e...

Sep 2020 32944835
Musculoskeletal trauma imaging in the era of novel molecular methods and artificial intelligence.

Over the past decade rapid advancements in molecular imaging (MI) and artificial intelligence (AI) h...

Sep 2020 32972725
Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project.

An important need exists to better understand and stratify kidney disease according to its underlyin...

Sep 2020 32939051
Imaging of OA - From disease modification to clinical utility.

Multiple disease-modifying osteoarthritis drug (DMOAD) trials were done in the last two decades, but...

Sep 2020 32943330
Machine Learning-Based MRI Texture Analysis to Predict the Histologic Grade of Oral Squamous Cell Carcinoma.

This study aimed to explore the performance of machine learning (ML)-based MRI texture analysis in ...

Sep 2020 32930606
Automatic detection of non-perfusion areas in diabetic macular edema from fundus fluorescein angiography for decision making using deep learning.

Vision loss caused by diabetic macular edema (DME) can be prevented by early detection and laser pho...

Sep 2020 32934283
Thyroid Incidentalomas: Practice Considerations for Radiologists in the Age of Incidental Findings.

Radiologists very frequently encounter incidental findings related to the thyroid gland. Given incre...

Sep 2020 33040845
A machine learning framework with anatomical prior for online dose verification using positron emitters and PET in proton therapy.

We developed a machine learning framework in order to establish the correlation between dose and act...

Sep 2020 32460246
Noise reduction with cross-tracer and cross-protocol deep transfer learning for low-dose PET.

Previous studies have demonstrated the feasibility of reducing noise with deep learning-based method...

Sep 2020 32924973
Classification of Non-Severe Traumatic Brain Injury from Resting-State EEG Signal Using LSTM Network with ECOC-SVM.

Traumatic brain injury (TBI) is one of the common injuries when the human head receives an impact du...

Sep 2020 32937801
NuSeT: A deep learning tool for reliably separating and analyzing crowded cells.

Segmenting cell nuclei within microscopy images is a ubiquitous task in biological research and clin...

Sep 2020 32925919
Deep learning of brain magnetic resonance images: A brief review.

Magnetic resonance imaging (MRI) is one of the most popular techniques in brain science and is impor...

Sep 2020 32931932
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