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

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Clinical information extraction applications: A literature review

(2018) Yanshan Wang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

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

(2018) John X. Qiu et al.   IEEE Journal of Biomedical and Health Informatics

Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic review

(2017) Kory Kreimeyer et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Hierarchical attention networks for information extraction from cancer pathology reports

(2017) Shang Gao et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Using machine learning to parse breast pathology reports

(2016) Adam Yala et al.   BREAST CANCER RESEARCH AND TREATMENT

Text mining of cancer-related information: Review of current status and future directions

(2014) Irena Spasić et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Natural Language Processing methods and systems for biomedical ontology learning

(2010) Kaihong Liu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT