Radiology

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

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Axillary Lymph Node Evaluation Utilizing Convolutional Neural Networks Using MRI Dataset.

The aim of this study is to evaluate the role of convolutional neural network (CNN) in predicting ax...

Dec 2018 29696472
A Decision-Support Tool for Renal Mass Classification.

We investigate the viability of statistical relational machine learning algorithms for the task of i...

Dec 2018 29980960
[Digitalization and artificial intelligence in orthopedics and traumatology].

In the course of digitalization it is becoming increasingly rare for medical documents to be handwri...

Dec 2018 30298333
ZerobotĀ®: A Remote-controlled Robot for Needle Insertion in CT-guided Interventional Radiology Developed at Okayama University.

Since 2012, we have been developing a remote-controlled robotic system (ZerobotĀ®) for needle inserti...

Dec 2018 30573907
Comparison of Natural Language Processing and Manual Coding for the Identification of Cross-Sectional Imaging Reports Suspicious for Lung Cancer.

PURPOSE: To compare the accuracy and reliability of a natural language processing (NLP) algorithm wi...

Dec 2018 30652545
[A Case of Pelvic Metastasis of Rectal Cancer That Developed Ten Years after Curative Resection].

We report a case of pelvic metastasis of rectal cancer that developed 10 years after curative resect...

Dec 2018 30692420
Effects of Midazolam and Midazolam-Butorphanol on Gastrointestinal Transit Time and Motility in Cockatiels ().

Positive contrast gastrointestinal (GI) studies are performed frequently in avian medicine to identi...

Dec 2018 31112641
Correlation between sonographic follow-up of follicular growth, serum and salivary estradiol in women undergoing controlled ovarian stimulation (IVF/ICSI).

AIM OF THE STUDY: Investigation of the correlation between serum estradiol (E2), salivary E2 and son...

Dec 2018 31367289
Machine learning: from radiomics to discovery and routine.

Machine learning is rapidly gaining importance in radiology. It allows for the exploitation of patte...

Nov 2018 29922965
Machine learning analyses can differentiate meningioma grade by features on magnetic resonance imaging.

OBJECTIVEPrognostication and surgical planning for WHO grade I versus grade II meningioma requires t...

Nov 2018 30453458
An Efficient Implementation of Deep Convolutional Neural Networks for MRI Segmentation.

Image segmentation is one of the most common steps in digital image processing, classifying a digita...

Oct 2018 29488179
Proposing New RadLex Terms by Analyzing Free-Text Mammography Reports.

After years of development, the RadLex terminology contains a large set of controlled terms for the ...

Oct 2018 29560542
Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer's Disease Diagnosis.

Accurate and early diagnosis of Alzheimer's disease (AD) plays important role for patient care and d...

Oct 2018 29572601
[Big data and deep learning in preventive and rehabilitation medicine].

The digitalization in medicine has led to almost universal availability of information to different ...

Oct 2018 30039466
Global firing rate contrast enhancement in E/I neuronal networks by recurrent synchronized inhibition.

Inhibitory synchronization is commonly observed and may play some important functional roles in exci...

Oct 2018 30384624
Texture analysis of magnetic resonance T1 mapping with dilated cardiomyopathy: A machine learning approach.

The diagnosis of dilated cardiomyopathy (DCM) remains a challenge in clinical radiology. This study ...

Sep 2018 30212958
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