Browsing University of Waterloo by Subject "nuclear medicine"
Now showing items 1-3 of 3
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Exploratory Assessment of K-means Clustering to Classify 18F-Flutemetamol Brain PET as Positive or Negative
(Wolters Kluwer Health, 2021)Rationale: We evaluated K-means clustering to classify amyloid brain PETs as positive or negative. Patients and Methods: Sixty-six participants (31 men, 35 women; age range, 52–81 years) were recruited through a multicenter ... -
Machine Learning in the Nuclear Medicine: Part 1-Introduction
(Society of Nuclear Medicine and Molecular Imaging, 2019-04)This article, the first in a 2-part series, provides an introduction to machine learning (ML) in a nuclear medicine context. This part addresses the history of ML and describes common algorithms, with illustrations of when ... -
Machine Learning in the Nuclear Medicine: Part 2-Neural Networks and Clinical Aspects
(Society of Nuclear Medicine and Molecular Imaging, 2021-01)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 ...