Bidirectional LSTM-CRF for Clinical Concept Extraction

19 October 2016

Papers citing "Bidirectional LSTM-CRF for Clinical Concept Extraction"

20 / 20 papers shown

Title
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports Yuxuan Chen Haoyan Yang Hengkai Pan Fardeen Siddiqui Antonio Verdone Qingyang Zhang S. Chopra Chen Zhao Yiqiu Shen 22 2 0 21 Aug 2024
NEAR: Named Entity and Attribute Recognition of clinical concepts N. Nath Sang-Heon Lee Ivan Lee 21 8 0 30 Aug 2022
Multimodal data matters: language model pre-training over structured and unstructured electronic health records Sicen Liu Xiaolong Wang Yongshuai Hou Ge Li Hui Wang Huiqin Xu Yang Xiang Buzhou Tang 52 30 0 25 Jan 2022
TAG: Toward Accurate Social Media Content Tagging with a Concept Graph Jiuding Yang Weidong Guo Bang Liu Yu Chaoyue Wang Jinwen Luo Linglong Kong Di Niu Zhen Wen 3DV 16 0 0 13 Oct 2021
Identification of Pediatric Respiratory Diseases Using Fine-grained Diagnosis System Gang Yu Zhongzhi Yu Yemin Shi Yingshuo Wang Xiaoqing Liu Zheming Li Yonggen Zhao Fenglei Sun Yizhou Yu Q. Shu 17 14 0 24 Aug 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 19 154 0 07 Jul 2021
Neural Entity Recognition with Gazetteer based Fusion Q. Sun Parminder Bhatia 16 8 0 27 May 2021
Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text Yadan Fan Sicheng Zhou Yifan Li Rui Zhang 10 18 0 16 Sep 2020
Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities Shuhan Yuan Xintao Wu AAML 20 156 0 25 May 2020
Extracting clinical concepts from user queries Yue Zhao J. Handley 14 1 0 12 Dec 2019
Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service Parminder Bhatia B. Celikkaya Mohammed Khalilia Selvan Senthivel 22 54 0 15 Oct 2019
Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models Sicong Tang Feitong Tan Berry de Bruijn Muqun Li A. LaPlante P. Tan 14 13 0 03 Oct 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 82 0 04 Mar 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 21 286 0 22 Feb 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 27 1,478 0 10 Jan 2019
Joint Entity Extraction and Assertion Detection for Clinical Text Parminder Bhatia B. Celikkaya Mohammed Khalilia MedIm 35 32 0 13 Dec 2018
Clinical Concept Extraction with Contextual Word Embedding Henghui Zhu I. Paschalidis A. Tahmasebi 14 76 0 24 Oct 2018
Simultaneous Measurement Imputation and Outcome Prediction for Achilles Tendon Rupture Rehabilitation Charles Hamesse Ruibo Tu P. Ackermann Hedvig Kjellström Cheng Zhang 6 4 0 08 Sep 2018
CliNER 2.0: Accessible and Accurate Clinical Concept Extraction Willie Boag Elena Sergeeva Saurabh Kulshreshtha Peter Szolovits Anna Rumshisky Tristan Naumann 13 32 0 06 Mar 2018
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi 21 117 0 29 Jun 2017