IEEE Open Journal of Engineering in Medicine and Biology

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Lung Nodule Malignancy Prediction from Longitudinal CT Scans with Siamese Convolutional Attention Networks
Goal: We propose a convolutional attention-based network that allows for use of pre-trained 2-D convolutional feature extractors and is extendable to multi-time-point classification in a Siamese structure. Methods: Our proposed framework is evaluated for single- and multi-time-point classification to explore... Read more