John X. Qiu

Deep Learning for Automated Extraction of Primary Sites From Cancer Pathology Reports

John X. Qiu, Hong‐Jun Yoon, Paul Fearn et al. · IEEE Journal of Biomedical and Health Informatics · 2017 · 151 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Hierarchical attention networks for information extraction from cancer pathology reports

Shang Gao, M. Todd Young, John X. Qiu et al. · Journal of the American Medical Informatics Association · 2017 · 147 citations · Full text

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks

Mohammed Alawad, Shang Gao, John X. Qiu et al. · Journal of the American Medical Informatics Association · 2019 · 93 citations · Full text

Classifying cancer pathology reports with hierarchical self-attention networks

Shang Gao, John X. Qiu, Mohammed Alawad et al. · Artificial Intelligence in Medicine · 2019 · 55 citations · Full text

Structured Prediction, Convolutional Neural Network, Cancer Pathology Reports +20

Filter pruning of Convolutional Neural Networks for text classification: A case study of cancer pathology report comprehension

Hong‐Jun Yoon, Sarah N. Robinson, J. Blair Christian et al. · 2018 · 19 citations · Full text

Structured Prediction, Convolutional Neural Network, Engineering +19