Enhancing Clinical Concept Extraction with Contextual Embeddings

Enhancing Clinical Concept Extraction with Contextual Embeddings

22 February 2019

Papers citing "Enhancing Clinical Concept Extraction with Contextual Embeddings"

14 / 14 papers shown

Title
Data Augmentations for Improved (Large) Language Model Generalization Amir Feder Yoav Wald Claudia Shi S. Saria David M. Blei OOD CML 32 7 0 19 Oct 2023
Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes Surabhi Datta Tasneem Kaochar Hio-Cheng Lam Nelly Nwosu Luca Giancardo A. Chuang R. Feldman Kirk Roberts 20 25 0 19 May 2023
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning Xiangru Tang Andrew Tran Jeffrey Tan Mark B. Gerstein 16 7 0 08 May 2023
Lightweight Transformers for Clinical Natural Language Processing Omid Rohanian Mohammadmahdi Nouriborji Hannah Jauncey Samaneh Kouchaki Isaric Clinical Characterisation Group Lei A. Clifton L. Merson David A. Clifton MedIm LM&MA 16 12 0 09 Feb 2023
Fine-Tuning BERT for Automatic ADME Semantic Labeling in FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Yiwen Shi Jing Wang Ping Ren Taha ValizadehAslani Yi Zhang Meng Hu Hualou Liang AI4MH AAML 19 16 0 25 Jul 2022
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury Chengsheng Mao Liang Yao Yuan Luo 16 1 0 07 May 2022
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT Usman Naseem A. Dunn Matloob Khushi Jinman Kim OOD LM&MA AI4MH 20 43 0 09 Jul 2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature Yu-Chiang Frank Wang Jinchao Li Tristan Naumann Chenyan Xiong Hao Cheng ... Yang Qin Eric Horvitz Paul N. Bennett Jianfeng Gao Hoifung Poon OOD 25 13 0 25 Jun 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 18 164 0 16 Apr 2021
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus George Michalopoulos Yuanxin Wang H. Kaka Helen H. Chen Alexander Wong 20 122 0 20 Oct 2020
Leveraging Spatial Information in Radiology Reports for Ischemic Stroke Phenotyping Surabhi Datta S. Khanpara R. Riascos Kirk Roberts 23 0 0 10 Oct 2020
Federated pretraining and fine tuning of BERT using clinical notes from multiple silos Dianbo Liu Timothy A. Miller AI4MH 27 34 0 20 Feb 2020
BERT-based Ranking for Biomedical Entity Normalization Zongcheng Ji Qiang Wei Hua Xu OOD MedIm 14 121 0 09 Aug 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 11 830 0 13 Jun 2019