Longitudinal Studies

Lung Nodule Malignancy Prediction from Longitudinal CT Scans with Siamese Convolutional Attention Networks

Author(s): Ben P. Veasey, Justin Broadhead, Michael Dahle, Albert Seow, Amir Amini
Lung Nodule Malignancy Prediction from Longitudinal CT Scans with Siamese Convolutional Attention Networks 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)

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…

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