Sequence Learning with RNNs for Medical Concept Normalization in
User-Generated Texts

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Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts

28 November 2018

Z. Miftahutdinov

Sergey I. Nikolenko

Valentin Malykh

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Papers citing "Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts"

12 / 12 papers shown

Title
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models Nicholas J. Dobbins 70 3 0 24 May 2024
Generalizing over Long Tail Concepts for Medical Term Normalization Beatrice Portelli Simone Scaboro Enrico Santus Hooman Sedghamiz Emmanuele Chersoni Giuseppe Serra MedIm 54 8 0 21 Oct 2022
Extracting Radiological Findings With Normalized Anatomical Information Using a Span-Based BERT Relation Extraction Model K. Lybarger Aashka Damani Martin Gunn Özlem Uzuner Meliha Yetisgen-Yildiz MedIm 46 4 0 20 Aug 2021
An Automated Method to Enrich Consumer Health Vocabularies Using GloVe Word Embeddings and An Auxiliary Lexical Resource Mohammed Ibrahim Susan Gauch Omar Salman Mohammed Alqahatani 26 12 0 18 May 2021
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer Z. Miftahutdinov Artur Kadurin R. Kudrin E. Tutubalina MedIm 79 8 0 22 Jan 2021
CODER: Knowledge infused cross-lingual medical term embedding for term normalization Zheng Yuan Zhengyun Zhao Haixia Sun Jiao Li Fei Wang Sheng Yu MedIm 91 98 0 05 Nov 2020
COMETA: A Corpus for Medical Entity Linking in the Social Media Marco Basaldella Fangyu Liu Ehsan Shareghi Nigel Collier 78 87 0 07 Oct 2020
RadLex Normalization in Radiology Reports Surabhi Datta Jordan Godfrey-Stovall Kirk Roberts MedIm 47 6 0 10 Sep 2020
Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings Katikapalli Subramanyam Kalyan S. Sangeetha MedIm 42 9 0 07 Jun 2020
Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale Datasets Shikhar Vashishth Denis R. Newman-Griffis Rishabh Joshi Ritam Dutt Carolyn Rose 70 28 0 01 May 2020
Deep Neural Models for Medical Concept Normalization in User-Generated Texts Z. Miftahutdinov E. Tutubalina MedIm 48 44 0 18 Jul 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 82 83 0 04 Mar 2019