@article{JTD25936,
author = {Pradnya D. Patil and Brian Hobbs and Nathan A. Pennell},
title = {The promise and challenges of deep learning models for automated histopathologic classification and mutation prediction in lung cancer},
journal = {Journal of Thoracic Disease},
volume = {11},
number = {2},
year = {2018},
keywords = {},
abstract = {The histologic subclassification of tumors as either squamous cell carcinoma or adenocarcinoma is used by convention to guide systemic chemotherapy for patients diagnosed with non-small cell lung cancer (NSCLC) (1,2). The current gold standard for histopathologic classification of tissue specimens is visual microscopic inspection of tissue specimens by pathologists.},
issn = {2077-6624}, url = {https://jtd.amegroups.org/article/view/25936}
}