Radiology

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

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Diagnostic ability of artificial intelligence using deep learning analysis of cyst fluid in differentiating malignant from benign pancreatic cystic lesions.

The diagnosis of pancreatic cystic lesions remains challenging. This study aimed to investigate the ...

May 2019 31053726
A Novel Internet of Things Framework Integrated with Real Time Monitoring for Intelligent Healthcare Environment.

During mammogram screening, there is a higher probability that detection of cancers is missed, and m...

May 2019 31053963
Machine-learned target volume delineation of F-FDG PET images after one cycle of induction chemotherapy.

Biological tumour volume (GTV) delineation on F-FDG PET acquired during induction chemotherapy (ICT)...

May 2019 31151585
Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction.

In recent years, some convolutional neural networks (CNNs) have been proposed to segment sub-cortica...

May 2019 31043688
Predictive analytics and machine learning in stroke and neurovascular medicine.

Advances in predictive analytics and machine learning supported by an ever-increasing wealth of data...

Apr 2019 31038007
Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI.

Background Renal impairment is common in patients with coronary artery disease and, if severe, late ...

Apr 2019 31038407
Prediction of Alzheimer's disease dementia with MRI beyond the short-term: Implications for the design of predictive models.

Magnetic resonance imaging (MRI) volumetric measures have become a standard tool for the detection o...

Apr 2019 31078938
Deep learning in ophthalmology: The technical and clinical considerations.

The advent of computer graphic processing units, improvement in mathematical models and availability...

Apr 2019 31048019
Application of Deep Learning Algorithm in Cervical Cancer MRI Image Segmentation Based on Wireless Sensor.

With the development of medical technology in China, new difficulties are gradually emerging in trad...

Apr 2019 31028491
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.

Detecting acoustic shadows in ultrasound images is important in many clinical and engineering applic...

Apr 2019 31021795
Image Quality Improvement of Hand-Held Ultrasound Devices With a Two-Stage Generative Adversarial Network.

As a widely used imaging modality in the medical field, ultrasound has been applied in community med...

Apr 2019 31021759
Multimodal brain tumor image segmentation using WRN-PPNet.

Tumor segmentation is of great importance for diagnosis and prognosis of brain cancer in medical fie...

Apr 2019 31154088
Deep Residual Inception Encoder-Decoder Network for Medical Imaging Synthesis.

Image synthesis is a novel solution in precision medicine for scenarios where important medical imag...

Apr 2019 31021777
Preoperative evaluation of tumour consistency in pituitary macroadenomas: a machine learning-based histogram analysis on conventional T2-weighted MRI.

PURPOSE: To evaluate the potential value of machine learning (ML)-based histogram analysis (or first...

Apr 2019 31011772
Attention-aware fully convolutional neural network with convolutional long short-term memory network for ultrasound-based motion tracking.

PURPOSE: One of the promising options for motion management in radiation therapy (RT) is the use of ...

Apr 2019 30912590
Advanced atherosclerosis imaging by CT: Radiomics, machine learning and deep learning.

In the last decade, technical advances in the field of medical imaging significantly improved and br...

Apr 2019 31029649
Automated and accurate quantification of subcutaneous and visceral adipose tissue from magnetic resonance imaging based on machine learning.

Accurate measuring of subcutaneous adipose tissue (SAT) and visceral adipose tissue (VAT) is vital f...

Apr 2019 31004712
Artificial Intelligence and Optical Coherence Tomography Imaging.

This review article aimed to highlight the application and use of artificial intelligence (AI) in op...

Apr 2019 30997756
Deep learning only by normal brain PET identify unheralded brain anomalies.

BACKGROUND: Recent deep learning models have shown remarkable accuracy for the diagnostic classifica...

Apr 2019 31003928
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