Browsing Waterloo Research by Author "Smith, Kenneth C."

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Machine Learning in the Nuclear Medicine: Part 1-Introduction

Uribe, Carlos F.; Mathotaarachchi, Sulantha; Gaudet, Vincent C.; Smith, Kenneth C.; Rosa-Neto, Pedro; Benard, Francois; Black, Sandra E.; Zukotynski, Katherine (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

Zukotynski, Katherine; Gaudet, Vincent C.; Uribe, Carlos F.; Mathotaarachchi, Sulantha; Smith, Kenneth C.; Rosa-Neto, Pedro; Benard, Francois; Black, Sandra E. (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 ...