AIMC Topic: Radiology

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Artificial Intelligence: Guidance for clinical imaging and therapeutic radiography professionals, a summary by the Society of Radiographers AI working group.

Radiography (London, England : 1995) Aug 20, 2021
INTRODUCTION: Artificial intelligence (AI) has started to be increasingly adopted in medical imaging and radiotherapy clinical practice, however research, education and partnerships have not really caught up yet to facilitate a safe and effective tra...
Allied Health Personnel Ecosystem Radiography Radiology Humans Artificial Intelligence
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Qualifying Certainty in Radiology Reports through Deep Learning-Based Natural Language Processing.

AJNR. American journal of neuroradiology Aug 19, 2021
BACKGROUND AND PURPOSE: Communication gaps exist between radiologists and referring physicians in conveying diagnostic certainty. We aimed to explore deep learning-based bidirectional contextual language models for automatically assessing diagnostic ...
Natural Language Processing Radiography Radiology Language Deep Learning Humans
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Professionals' responses to the introduction of AI innovations in radiology and their implications for future adoption: a qualitative study.

BMC health services research Aug 14, 2021
BACKGROUND: Artificial Intelligence (AI) innovations in radiology offer a potential solution to the increasing demand for imaging tests and the ongoing workforce crisis. Crucial to their adoption is the involvement of different professional groups, n...
Forecasting Radiography Artificial Intelligence Radiology Radiologists Humans
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Bag-of-Words Technique in Natural Language Processing: A Primer for Radiologists.

Radiographics : a review publication of the Radiological Society of North America, Inc Aug 13, 2021
Natural language processing (NLP) is a methodology designed to extract concepts and meaning from human-generated unstructured (free-form) text. It is intended to be implemented by using computer algorithms so that it can be run on a corpus of documen...
Humans Machine Learning Radiologists Natural Language Processing Radiology Algorithms
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BERT for the Processing of Radiological Reports: An Attention-based Natural Language Processing Algorithm.

Academic radiology Aug 4, 2021
Humans Radiography Algorithms Radiology Natural Language Processing
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Assessment of MRI technologists in acceptance and willingness to integrate artificial intelligence into practice.

Radiography (London, England : 1995) Aug 4, 2021
INTRODUCTION: The integration of AI in medical imaging has tremendous exponential growth, especially in image production, image processing and image interpretation. It is expected that radiographers working across all imaging modalities have adequate...
Radiology Magnetic Resonance Imaging Radiography Humans Artificial Intelligence Allied Health Personnel
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A Conference-Friendly, Hands-on Introduction to Deep Learning for Radiology Trainees.

Journal of digital imaging Jul 29, 2021
Artificial or augmented intelligence, machine learning, and deep learning will be an increasingly important part of clinical practice for the next generation of radiologists. It is therefore critical that radiology residents develop a practical under...
Radiography Machine Learning Humans Radiology Deep Learning Radiologists
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AI MSK clinical applications: spine imaging.

Skeletal radiology Jul 15, 2021
Recent investigations have focused on the clinical application of artificial intelligence (AI) for tasks specifically addressing the musculoskeletal imaging routine. Several AI applications have been dedicated to optimizing the radiology value chain ...
Diagnostic Imaging Forecasting Humans Radiology Radiography Artificial Intelligence
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Explicability of artificial intelligence in radiology: Is a fifth bioethical principle conceptually necessary?

Bioethics Jul 12, 2021
Recent years have witnessed intensive efforts to specify which requirements ethical artificial intelligence (AI) must meet. General guidelines for ethical AI consider a varying number of principles important. A frequent novel element in these guideli...
Morals Humans Ethical Analysis Artificial Intelligence Radiology
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Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processing.

BMC medical informatics and decision making Jul 12, 2021
BACKGROUND: A systematic approach to MRI protocol assignment is essential for the efficient delivery of safe patient care. Advances in natural language processing (NLP) allow for the development of accurate automated protocol assignment. We aim to de...
Workflow Humans Radiography Magnetic Resonance Imaging Natural Language Processing Radiology
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