Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes-Reference-Cited by-同舟云学术

Predicting ICD-9 code groups with fuzzy similarity based supervised multi-label classification of unstructured clinical nursing notes

Published:2020-02 Issue: Volume:190 Page:105321
ISSN:0950-7051
Container-title:Knowledge-Based Systems
language:en
Short-container-title:Knowledge-Based Systems

Author:

Gangavarapu Tushaar,Jayasimha Aditya,Krishnan Gokul S.,S. Sowmya Kamath

Funder

Government of India’s DST-SERB Early Career Research

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference100 articles.

1. Benchmarking deep learning models on large healthcare datasets;Purushotham;J. Biomed. Inform.,2018

2. Healthcare Cost and Utilization Project (HCUP) and et al., Introduction to the hcup national inpatient sample (nis) 2012, in: Agency for Healthcare Research and Quality, Rockville, 2014.

3. Adoption of electronic health record systems among us non-federal acute care hospitals: 2008-2015;Henry,2016

4. Hitech act drove large gains in hospital electronic health record adoption;Adler-Milstein;Health Aff.,2017

5. Acute physiology and chronic health evaluation (apache) iv: hospital mortality assessment for today’s critically ill patients;Zimmerman;Crit. Care Med.,2006

Cited by 27 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Ensemble neural models for ICD code prediction using unstructured and structured healthcare data;Heliyon;2024-09

2. Evolutionary impacts of artificial intelligence in healthcare managerial literature. A ten-year bibliometric and topic modeling review;Sustainable Futures;2024-06

3. Interpretable Disease Prediction from Clinical Text by Leveraging Pattern Disentanglement;2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI);2023-10-15

4. Text mining approach for the prediction of disease status from discharge summaries using CCBE and NEROA-CNN;Expert Systems with Applications;2023-10

5. Applying Deep Learning Model to Predict Diagnosis Code of Medical Records;Diagnostics;2023-07-06