AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury

7 May 2022

Papers citing "AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury"

23 / 23 papers shown

Title
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction L. Rasmy Yang Xiang Z. Xie Cui Tao Degui Zhi AI4MH LM&MA 99 693 0 22 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 179 4,092 0 10 Apr 2020
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 82 592 0 07 Sep 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 192 1,983 0 06 Apr 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 52 291 0 22 Feb 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 180 5,672 0 25 Jan 2019
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes Yikuan Li Liang Yao Zheng Ma Anand Srivastava Chunxiao Liu Yuan Luo 51 60 0 07 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 95 1,828 0 15 Sep 2018
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks Liang Yao Chengsheng Mao Yuan Luo 44 152 0 17 Jul 2018
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms Dinghan Shen Guoyin Wang Wenlin Wang Martin Renqiang Min Qinliang Su Yizhe Zhang Chunyuan Li Ricardo Henao Lawrence Carin 60 330 0 24 May 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 49 392 0 10 May 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 911 6,797 0 26 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 232 9,980 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 181 4,630 0 06 Jul 2016
Recurrent Neural Network for Text Classification with Multi-Task Learning Pengfei Liu Xipeng Qiu Xuanjing Huang 113 1,288 0 17 May 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 270 6,130 0 04 Sep 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 144 3,122 0 28 Feb 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 641 13,432 0 25 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013