Radiology

Diagnostic Radiology

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

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Future Directions in Artificial Intelligence.

No one knows what the paradigm shift of artificial intelligence will bring to medical imaging. In th...

Nov 2021 34689876
ARTIFICIAL INTELLIGENCE AND DEEP LEARNING IN DIAGNOSTIC RADIOLOGY-IS THIS THE NEXT PHASE OF SCIENTIFIC AND TECHNOLOGICAL DEVELOPMENT?

This paper is concerned with the role of science and technology in helping to create change in socie...

Oct 2021 33604607
Radiomics and machine learning applications in rectal cancer: Current update and future perspectives.

The high incidence of rectal cancer in both sexes makes it one of the most common tumors, with signi...

Aug 2021 34539134
Requirements for implementation of artificial intelligence in the practice of gastrointestinal pathology.

Tremendous advances in artificial intelligence (AI) in medical image analysis have been achieved in ...

Jun 2021 34135556
[Application of deep learning-based chest CT auxiliary diagnosis system in emergency trauma patients].

To investigate the diagnostic efficacy and potential application value of deep learning-based chest...

Feb 2021 33631892
Proactive Construction of an Annotated Imaging Database for Artificial Intelligence Training.

Artificial intelligence (AI) holds much promise for enabling highly desired imaging diagnostics impr...

Feb 2021 33169211
Workflow Applications of Artificial Intelligence in Radiology and an Overview of Available Tools.

In the past decade, there has been tremendous interest in applying artificial intelligence (AI) to i...

Nov 2020 33153540
Artificial Intelligence and Machine Learning in Radiology: Current State and Considerations for Routine Clinical Implementation.

Although artificial intelligence (AI) has been a focus of medical research for decades, in the last ...

Sep 2020 32776769
AI in Medical Imaging Informatics: Current Challenges and Future Directions.

This paper reviews state-of-the-art research solutions across the spectrum of medical imaging inform...

Jul 2020 32609615
Beyond the Artificial Intelligence Hype: What Lies Behind the Algorithms and What We Can Achieve.

The field of artificial intelligence (AI) is currently experiencing a period of extensive growth in ...

May 2020 32073539
[Medical imaging professionals and related specialties : a questioning is essential!].

Nowadays, we are facing an overwhelming amount of public announcements concerning the rise of artifi...

Apr 2020 32267114
How the FDA Regulates AI.

Recent years have seen digital technologies increasingly leveraged to multiply conventional imaging ...

Jan 2020 31818387
An Intelligent Future for Medical Imaging: A Market Outlook on Artificial Intelligence for Medical Imaging.

Radiologists today are under increasing work pressure. We surveyed radiologists in the United States...

Jan 2020 31918875
Basics of Deep Learning: A Radiologist's Guide to Understanding Published Radiology Articles on Deep Learning.

Artificial intelligence has been applied to many industries, including medicine. Among the various t...

Jan 2020 31920027
Deep Learning: A Breakthrough in Medical Imaging.

Deep learning has attracted great attention in the medical imaging community as a promising solution...

Jan 2020 33081657
Strengths, Weaknesses, Opportunities, and Threats Analysis of Artificial Intelligence and Machine Learning Applications in Radiology.

Currently, the use of artificial intelligence (AI) in radiology, particularly machine learning (ML),...

Sep 2019 31492401
The Role of Generative Adversarial Networks in Radiation Reduction and Artifact Correction in Medical Imaging.

Adversarial networks were developed to complete powerful image-processing tasks on the basis of exam...

Sep 2019 31492405
Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks.

Deep learning with convolutional neural networks (CNNs) has experienced tremendous growth in multipl...

Aug 2019 31044392
RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning.

Deep-learning algorithms typically fall within the domain of supervised artificial intelligence and ...

Aug 2019 31089974
Toward Complete Structured Information Extraction from Radiology Reports Using Machine Learning.

Unstructured and semi-structured radiology reports represent an underutilized trove of information f...

Aug 2019 31218554
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