Ontology-Based Healthcare Named Entity Recognition from Twitter Messages Using a Recurrent Neural Network Approach

BioWordVec, improving biomedical word embeddings with subword information and MeSH

(2019) Yijia Zhang et al.   Scientific Data

Designing Difference in Difference Studies: Best Practices for Public Health Policy Research

(2018) Coady Wing et al.   Annual Review of Public Health

D3NER: biomedical named entity recognition using CRF-biLSTM improved with fine-tuned embeddings of various linguistic information

(2018) Thanh Hai Dang et al.   BIOINFORMATICS

Transfer learning for biomedical named entity recognition with neural networks

(2018) John M Giorgi et al.   BIOINFORMATICS

The rise of deep learning in drug discovery

(2018) Hongming Chen et al.   DRUG DISCOVERY TODAY

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

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

Putting hands to rest: efficient deep CNN-RNN architecture for chemical named entity recognition with no hand-crafted rules

(2018) Ilia Korvigo et al.   Journal of Cheminformatics

Social Medicine: Twitter in Healthcare

(2018) Yash Pershad et al.   Journal of Clinical Medicine

Chemlistem: chemical named entity recognition using recurrent neural networks

(2018) Peter Corbett et al.   Journal of Cheminformatics

Improving sentiment analysis via sentence type classification using BiLSTM-CRF and CNN

(2017) Tao Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Effectiveness of Social Media Data in Healthcare Communication

(2017) M. Saqib Nawaz et al.   Journal of Medical Imaging and Health Informatics

Disease named entity recognition by combining conditional random fields and bidirectional recurrent neural networks

(2016) Qikang Wei et al.   Database-The Journal of Biological Databases and Curation

Self-training in significance space of support vectors for imbalanced biomedical event data

(2015) Tsendsuren Munkhdalai et al.   BMC BIOINFORMATICS

Analysis of named entity recognition and linking for tweets

(2015) Leon Derczynski et al.   INFORMATION PROCESSING & MANAGEMENT

A Novel Approach for Protein-Named Entity Recognition and Protein-Protein Interaction Extraction

(2015) Meijing Li et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Incorporating domain knowledge in chemical and biomedical named entity recognition with word representations

(2015) Tsendsuren Munkhdalai et al.   Journal of Cheminformatics

Social Media and the Practicing Hematologist: Twitter 101 for the Busy Healthcare Provider

(2015) Michael A. Thompson et al.   Current Hematologic Malignancy Reports

Twitter as a tool for communication and knowledge exchange in academic medicine: A guide for skeptics and novices

(2014) Esther K. Choo et al.   MEDICAL TEACHER

New technologies for reporting real-time emergent infections

(2012) RUMI CHUNARA et al.   PARASITOLOGY