Clinical NLP | EHR Data Analysis | Medication Extraction Influence of Context in Transformer-Based Medication Relation Extraction. January 25, 2024
Clinical NLP HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing. May 2, 2023
Clinical Informatics | Clinical NLP | Health Informatics Transformer-based models for ICD-10 coding of death certificates with Portuguese text. October 28, 2022
Biomedical Informatics | Clinical NLP DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes. April 7, 2022
Clinical NLP | Pathology Class Imbalance in Out-of-Distribution Datasets: Improving the Robustness of the TextCNN for the Classification of Rare Cancer Types. November 25, 2021
Clinical NLP Predicting Semantic Similarity Between Clinical Sentence Pairs Using Transformer Models: Evaluation and Representational Analysis. May 26, 2021
Clinical NLP | Health Informatics A study of deep learning methods for de-identification of clinical notes in cross-institute settings. December 5, 2019
Clinical NLP | Internal Medicine | Neurology Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text. December 5, 2019
Clinical NLP | Medical Informatics Extracting medications and associated adverse drug events using a natural language processing system combining knowledge base and deep learning. October 8, 2019
Clinical Informatics | Clinical NLP | NLP 2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records. October 4, 2019
Clinical NLP | Health Informatics A deep learning model incorporating part of speech and self-matching attention for named entity recognition of Chinese electronic medical records. April 18, 2019
Clinical NLP | Health Informatics Parsing clinical text using the state-of-the-art deep learning based parsers: a systematic comparison. April 17, 2019