Comparative Analysis of Text Classification Approaches in Electronic
Health Records

Comparative Analysis of Text Classification Approaches in Electronic Health Records

8 May 2020

Richard J. B. Dobson

Papers citing "Comparative Analysis of Text Classification Approaches in Electronic Health Records"

13 / 13 papers shown

Title
A Clinical Trial Design Approach to Auditing Language Models in Healthcare Setting Lovedeep Gondara Jonathan Simkin LM&MA 82 0 0 11 Nov 2024
Improving Extraction of Clinical Event Contextual Properties from Electronic Health Records: A Comparative Study Shubham Agarwal Thomas Searle M. Ratas Anthony Shek James Teo Richard J. B. Dobson 34 0 0 30 Aug 2024
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs Boammani Aser Lompo Thanh-Dung Le 33 0 0 28 May 2024
MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations O. E. Ojo O. O. Adebanji Alexander Gelbukh Hiram Calvo Anna Feldman MedIm AI4MH VLM LM&MA 32 6 0 19 Oct 2023
Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports Jamie Deng Yusen Wu Hilary Hayssen Brian Englum A. Kankaria ... Shalini Sahoo John Sorkin B. Lal Yelena Yesha Phuong Nguyen 11 1 0 21 Sep 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Yuqing Wang Yun Zhao Linda R. Petzold AI4MH LM&MA ELM 35 51 0 09 Apr 2023
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods Bram van Es L. Reteig Sander C Tan M. Schraagen Myrthe M. Hemker S. R. Arends Miguel Rios S. Haitjema 21 12 0 01 Sep 2022
Assessment of contextualised representations in detecting outcome phrases in clinical trials Micheal Abaho Danushka Bollegala P. Williamson S. Dodd 26 8 0 13 Feb 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 164 0 11 Oct 2021
A Systematic Literature Review of Automated ICD Coding and Classification Systems using Discharge Summaries R. Kaur J. A. Ginige O. Obst 8 23 0 12 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 21 154 0 07 Jul 2021
Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning Angelo Ziletti Christoph Berns Oliver Treichel Thomas Weber Jennifer J. Liang ... Marion Schwaerzler J. Virayah D. Ruau Xin Ma Andreas Mattern 11 0 0 08 Dec 2020
Multi-domain Clinical Natural Language Processing with MedCAT: the Medical Concept Annotation Toolkit Z. Kraljevic Thomas Searle Anthony Shek Lukasz Roguski Kawsar Noor ... A. Shah W. K. Wong Zina M. Ibrahim J. Teo Richard J. B. Dobson AI4MH 33 162 0 02 Oct 2020