Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

Jinlian Ma; Fa Wu; Tianan Jiang; Qiyu Zhao; De-Xing Kong

doi:10.1007/s11548-017-1649-7

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Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

Jinlian Ma Fa Wu Tianan Jiang Qiyu Zhao De-Xing Kong

Year: 2017 Journal: International Journal of Computer Assisted Radiology and Surgery Vol: 12 (11)Pages: 1895-1910 Publisher: Springer Science+Business Media

DOI: 10.1007/s11548-017-1649-7

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Keywords:

Convolutional neural network Thyroid nodules Segmentation Artificial intelligence Nodule (geology) Computer science Hausdorff distance Pattern recognition (psychology) Ultrasound Thyroid Image segmentation Computer vision Radiology Medicine

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Thyroid Cancer Diagnosis and Treatment

Health Sciences → Medicine → Endocrinology, Diabetes and Metabolism

Prostate Cancer Diagnosis and Treatment

Health Sciences → Medicine → Pulmonary and Respiratory Medicine

Cerebral Venous Sinus Thrombosis

Health Sciences → Medicine → Neurology

Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

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