AIMC Topic: Nuclear Medicine
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How to Design AI-Driven Clinical Trials in Nuclear Medicine.
Seminars in nuclear medicine
Oct 17, 2020
Artificial intelligence (AI) is an overarching term for a multitude of technologies which are currently being discussed and introduced in several areas of medicine and in medical imaging specifically. There is, however, limited literature and informa...
Machine Learning in Nuclear Medicine: Part 2-Neural Networks and Clinical Aspects.
Journal of nuclear medicine : official publication, Society of Nuclear Medicine
Sep 25, 2020
This article is the second part in our machine learning series. Part 1 provided a general overview of machine learning in nuclear medicine. Part 2 focuses on neural networks. We start with an example illustrating how neural networks work and a discus...
When Does Physician Use of AI Increase Liability?
Journal of nuclear medicine : official publication, Society of Nuclear Medicine
Sep 25, 2020
An increasing number of automated and artificial intelligence (AI) systems make medical treatment recommendations, including personalized recommendations, which can deviate from standard care. Legal scholars argue that following such nonstandard trea...
Artificial Intelligence and Machine Learning in Nuclear Medicine: Future Perspectives.
Seminars in nuclear medicine
Sep 12, 2020
Artificial intelligence and machine learning based approaches are increasingly finding their way into various areas of nuclear medicine imaging. With the technical development of new methods and the expansion to new fields of application, this trend ...
Ethical and Legal Challenges of Artificial Intelligence in Nuclear Medicine.
Seminars in nuclear medicine
Sep 11, 2020
Artificial intelligence (AI) in nuclear medicine has gained significant traction and promises to be a disruptive, but innovative, technology. Recent developments in artificial neural networks, machine learning, and deep learning have ignited debate w...
Intelligent Imaging in Nuclear Medicine: the Principles of Artificial Intelligence, Machine Learning and Deep Learning.
Seminars in nuclear medicine
Sep 11, 2020
The emergence of artificial intelligence (AI) in nuclear medicine has occurred over the last 50 years but more recent developments in machine learning (ML) and deep learning (DL) have driven new capabilities of AI in nuclear medicine. In nuclear medi...
Application and Translation of Artificial Intelligence to Cardiovascular Imaging in Nuclear Medicine and Noncontrast CT.
Seminars in nuclear medicine
May 20, 2020
Myocardial perfusion imaging with single photon emission computed tomography or positron emission tomography is commonly used for diagnosis and risk stratification in patients with known or suspected coronary artery disease. Current scanners often in...
Nuclear medicine radiomics in precision medicine: why we can't do without artificial intelligence.
The quarterly journal of nuclear medicine and molecular imaging : official publication of the Italian Association of Nuclear Medicine (AIMN) [and] the International Association of Radiopharmacology (IAR), [and] Section of the Society of...
May 12, 2020
In recent years, radiomics, defined as the extraction of large amounts of quantitative features from medical images, has gained emerging interest. Radiomics consists of the extraction of handcrafted features combined with sophisticated statistical me...
Clinical implementation of AI technologies will require interpretable AI models.
Medical physics
Nov 19, 2019
Intelligent Imaging: Anatomy of Machine Learning and Deep Learning.
Journal of nuclear medicine technology
Aug 10, 2019
The emergence of artificial intelligence (AI) in nuclear medicine and radiology has been accompanied by AI commentators and experts predicting that AI would make radiologists, in particular, extinct. More realistic perspectives suggest significant ch...
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