A multi-resolution approach for spinal metastasis detection using deep Siamese neural networks - Wang, Juan; Fang, Zhiyuan; Lang, Ning; Yuan, Huishu; Su, Min-Ying; Baldi, Pierre (Computers in biology and medicine, 2017)
Keywords: Accuracy; Adults; Aged; Algorithms; Artificial neural networks; Automation; Bioinformatics; Bone cancer; Bone marrow; Breast cancer; Cancer; Cardiovascular disease; Classification; Compression; Computed tomography; Computer programs; Computer vision; Data processing; Deep learning; Diagnosis; Feasibility studies; Female; Humans; Image Interpretation, Computer-Assisted - methods; Image processing; Information processing; Internal Medicine; Intervertebral discs; Kidneys; Lesions; Lungs; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Mammography; Mathematical models; Medical imaging; Membranes; Metastases; Metastasis; Methods; Middle Aged; Multi-resolution analysis; Neural networks; Neural Networks (Computer); NMR; Nuclear magnetic resonance; Other; Pain; Predictions; Probability theory; Quality of life; ROC Curve; Siamese neural network; Solubility; Spatial resolution; Speech; Spinal cancer; Spinal cord; Spinal metastasis; Spinal Neoplasms - diagnostic imaging; Spinal Neoplasms - secondary; Thorax; Tumors; Vertebrae; Visual perception; United States--US; Deep learning; Multi-resolution analysis; Spinal metastasis; Siamese neural network; Magnetic resonance imaging