An Alternative Application of Natural Language Processing to Express a Characteristic Feature of Diseases in Japanese Medical Records

Research on Chinese Clinical named entity recognition: Lattice LSTM with Contextualized Character Representations (Preprint)

(2020) Yongbin Li et al.   JMIR Medical Informatics

Public discourse and sentiment during the COVID 19 pandemic: Using Latent Dirichlet Allocation for topic modeling on Twitter

(2020) Jia Xue et al.   PLoS One

Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing Analysis

(2020) Shogo Ujiie et al.   JMIR Medical Informatics

Text Analysis of Electronic Medical Records to Predict Seclusion in Psychiatric Wards: Proof of Concept

(2019) Mirjam C. Hazewinkel et al.   Frontiers in Psychiatry

Identifying Objective and Subjective Words via Topic Modeling

(2018) Hanqi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Extracting information from the text of electronic medical records to improve case detection: a systematic review

(2016) Elizabeth Ford et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Utilizing Chinese Admission Records for MACE Prediction of Acute Coronary Syndrome

(2016) Danqing Hu et al.   International Journal of Environmental Research and Public Health

Expansion of medical vocabularies using distributional semantics on Japanese patient blogs

(2016) Magnus Ahltorp et al.   Journal of Biomedical Semantics

An overview of topic modeling and its current applications in bioinformatics

(2016) Lin Liu et al.   SpringerPlus

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Natural language processing of radiology reports for the detection of thromboembolic diseases and clinically relevant incidental findings

(2014) Anne-Dominique Pham et al.   BMC BIOINFORMATICS

Synonym extraction and abbreviation expansion with ensembles of semantic spaces

(2014) Aron Henriksson et al.   Journal of Biomedical Semantics

A comprehensive study of named entity recognition in Chinese clinical text

(2013) J. Lei et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Concept-relational text clustering

(2012) Antoon Bronselaer et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

The Emerging Role of Electronic Medical Records in Pharmacogenomics

(2011) R A Wilke et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Natural language processing: an introduction

(2011) Prakash M Nadkarni et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

What can natural language processing do for clinical decision support?

(2009) Dina Demner-Fushman et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Development of a Medical-text Parsing Algorithm Based on Character Adjacent Probability Distribution for Japanese Radiology Reports

(2008) Naoki Nishimoto et al.   METHODS OF INFORMATION IN MEDICINE

Automatic DPC Code Selection from Electronic Medical Records

(2008) Takahiro Suzuki et al.   METHODS OF INFORMATION IN MEDICINE