Learning efficient, explainable and discriminative representations for pulmonary nodules classification

Relational graph neural network for situation recognition

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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

(2020) Erico Tjoa et al.   IEEE Transactions on Neural Networks and Learning Systems

Attentive and ensemble 3D dual path networks for pulmonary nodules classification

(2019) Hanliang Jiang et al.   NEUROCOMPUTING

A guide to deep learning in healthcare

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Automated pulmonary nodule detection in CT images using deep convolutional neural networks

(2018) Hongtao Xie et al.   PATTERN RECOGNITION

Multi-crop Convolutional Neural Networks for lung nodule malignancy suspiciousness classification

(2017) Wei Shen et al.   PATTERN RECOGNITION

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

(2016) Marios Anthimopoulos et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Lung Nodule Classification With Multilevel Patch-Based Context Analysis

(2014) Fan Zhang et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Automatic segmentation of lung nodules with growing neural gas and support vector machine

(2012) Stelmo Magalhães Barros Netto et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans

(2011) Samuel G. Armato et al.   MEDICAL PHYSICS

Random forest based lung nodule classification aided by clustering

(2010) S.L.A. Lee et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS