CODER: Knowledge infused cross-lingual medical term embedding for term normalization

5 November 2020

Papers citing "CODER: Knowledge infused cross-lingual medical term embedding for term normalization"

36 / 36 papers shown

Title
RuCCoD: Towards Automated ICD Coding in Russian A. Nesterov Andrey Sakhovskiy Ivan Sviridov Airat Valiev Vladimir Makharev Petr Anokhin Galina Zubkova E. Tutubalina 48 0 0 28 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 98 155 0 28 Jan 2025
Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning Hongyi Yuan Suqi Liu Kelly Cho Katherine P. Liao Alexandre Pereira T. Cai MedIm 29 0 0 14 Oct 2024
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions Kuleen Sasse Shinjitha Vadlakonda Richard Kennedy J. D. Osborne AI4CE 31 0 0 10 Oct 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 29 0 16 Jun 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 26 3 0 18 May 2024
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs Huaiyuan Ying Zhengyun Zhao Yang Zhao Sihang Zeng Sheng Yu 25 3 0 13 Dec 2023
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion Bernal Jimenez Gutierrez Yuqing Mao Vinh Nguyen K. Fung Yu Su O. Bodenreider 11 0 0 25 Nov 2023
xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization Florian Borchert Ignacio Llorca Roland Roller Bert Arnrich M. Schapranow 30 6 0 17 Oct 2023
Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts François Remy Simone Scaboro Beatrice Portelli MedIm 24 1 0 31 Jul 2023
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition Aidan Mannion Thierry Chevalier D. Schwab Lorraine Goeuriot MedIm 51 3 0 20 Jul 2023
Hierarchical Pretraining for Biomedical Term Embeddings Bryan Cai Sihang Zeng Yucong Lin Zheng Yuan D. Zhou Lu Tian 30 0 0 01 Jul 2023
Impact of translation on biomedical information extraction from real-life clinical notes C. Gérardin Yu Xiong Perceval Wajsburt F. Carrat X. Tannier 22 1 0 03 Jun 2023
LATTE: Label-efficient Incident Phenotyping from Longitudinal Electronic Health Records Jun Wen Jue Hou Clara-Lea Bonzel Yihan Zhao Victor Castro ... J. M. Gaziano K. Liao Junwei Lu Kelly Cho Tianxi Cai BDL 26 4 0 19 May 2023
Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning François Remy A. Khabibullina Thomas Demeester 43 0 0 11 May 2023
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking Hongyi Yuan Keming Lu Zheng Yuan 21 3 0 18 Mar 2023
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language Denys Amore Bondarenko Roger Ferrod Luigi Di Caro 16 1 0 09 Nov 2022
Generalizing over Long Tail Concepts for Medical Term Normalization Beatrice Portelli Simone Scaboro Enrico Santus Hooman Sedghamiz Emmanuele Chersoni Giuseppe Serra MedIm 21 8 0 21 Oct 2022
Review of Natural Language Processing in Pharmacology D. Trajanov Vangel Trajkovski Makedonka Dimitrieva Jovana Dobreva Milos Jovanovik Matej Klemen Alevs vZagar Marko Robnik-vSikonja LM&MA 36 7 0 22 Aug 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning Hongyi Yuan Zheng Yuan Sheng Yu MedIm 22 43 0 11 Apr 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 33 123 0 08 Apr 2022
Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations Sihang Zeng Zheng Yuan Sheng Yu 10 4 0 01 Apr 2022
BIOS: An Algorithmically Generated Biomedical Knowledge Graph Sheng Yu Zheng Yuan Jun Xia Shengxuan Luo Huaiyuan Ying ... Yucong Lin Keming Lu Jing Wang Yutao Xie H. Shum 26 16 0 18 Mar 2022
Semi-constraint Optimal Transport for Entity Alignment with Dangling Cases Shengxuan Luo Peng Cheng Shengkang Yu 24 4 0 11 Mar 2022
An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection Shengxuan Luo Shengkang Yu 21 17 0 10 Mar 2022
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding Zheng Yuan Chuanqi Tan Songfang Huang OffRL 18 71 0 03 Mar 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models Zaiqiao Meng Fangyu Liu Ehsan Shareghi Yixuan Su Charlotte Collins Nigel Collier 45 28 0 15 Oct 2021
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
Coreference Resolution for the Biomedical Domain: A Survey Pengcheng Lu Massimo Poesio 34 15 0 25 Sep 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 26 261 0 12 Aug 2021
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices D. Zhou Tianxi Cai Junwei Lu 63 9 0 21 May 2021
Improving Biomedical Pretrained Language Models with Knowledge Zheng Yuan Yijia Liu Chuanqi Tan Songfang Huang Fei Huang 6 91 0 21 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 26 164 0 16 Apr 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 29 95 0 10 Feb 2021
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan S. Sangeetha 27 9 0 25 Jan 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 184 687 0 10 Oct 2020