Measuring Semantic Textual Similarity in Clinical Text: A Study of Transformer-based Models (Preprint)

Evaluating Sentence Representations for Biomedical Text: Methods and Experimental Results

(2020) Noha S. Tawfik et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records

(2020) Qingyu Chen et al.   BMC Medical Informatics and Decision Making

Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity

(2020) Ying Xiong et al.   BMC Medical Informatics and Decision Making

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

(2019) Jinhyuk Lee et al.   BIOINFORMATICS

MedSTS: a resource for clinical semantic textual similarity

(2018) Yanshan Wang et al.   Language Resources and Evaluation

Characterizing the Source of Text in Electronic Health Record Progress Notes

(2017) Michael D. Wang et al.   JAMA Internal Medicine

Evaluating common data models for use with a longitudinal community registry

(2016) Maryam Garza et al.   JOURNAL OF BIOMEDICAL INFORMATICS

MIMIC-III, a freely accessible critical care database

(2016) Alistair E.W. Johnson et al.   Scientific Data

Uses of Electronic Health Records for Public Health Surveillance to Advance Public Health

(2015) Guthrie S. Birkhead et al.   Annual Review of Public Health

Robust semantic text similarity using LSA, machine learning, and linguistic resources

(2015) Abhay Kashyap et al.   Language Resources and Evaluation

Data from clinical notes: a perspective on the tension between structure and flexible documentation

(2011) S. T. Rosenbloom et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION