Lymph Node Metastases in Papillary Thyroid Carcinoma can be Predicted by a Convolutional Neural Network: a Multi-Institution Study.

Antoinette R EsceJordan P RedemannGarth T OlsonJoshua A HansonShweta AgarwalLeonard YenwongfaiJuanita Emily Ferreira Nathan H BoydThèrése BocklageDavid R Martin

Published in: The Annals of otology, rhinology, and laryngology (2023)

A convolutional neural network can produce an accurate and robust algorithm that is capable of predicting nodal metastases from primary PTC histopathology alone even in the setting of multi-institutional data.

Keyphrases

convolutional neural network
lymph node
deep learning
neoadjuvant chemotherapy
sentinel lymph node
machine learning
artificial intelligence
electronic health record
lymph node metastasis
high resolution
big data
mass spectrometry
radiation therapy
neural network