ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

10 April 2019

Papers citing "ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission"

50 / 131 papers shown

Title
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 99 793 0 30 Mar 2023
ChatGPT for Shaping the Future of Dentistry: The Potential of Multi-Modal Large Language Model Hanyao Huang Ou Zheng Dongdong Wang Jiayi Yin Zijin Wang ... H. Yin Chuan Xu Renjie Yang Q. Zheng B. Shi MedIm AI4MH AI4CE LM&MA 58 176 0 23 Mar 2023
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets Hoda Memarzadeh Nasser Ghadiri Matthias Samwald Maryam Lotfi Shahreza 44 0 0 15 Mar 2023
EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models Hongyi Yuan Songchi Zhou Sheng Yu DiffM MedIm 37 16 0 10 Mar 2023
Don't be fooled: label leakage in explanation methods and the importance of their quantitative evaluation N. Jethani A. Saporta Rajesh Ranganath FAtt 31 11 0 24 Feb 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models Denis Jered McInerney Geoffrey S. Young Jan-Willem van de Meent Byron C. Wallace 15 18 0 23 Feb 2023
Lightweight Transformers for Clinical Natural Language Processing Omid Rohanian Mohammadmahdi Nouriborji Hannah Jauncey Samaneh Kouchaki Isaric Clinical Characterisation Group Lei A. Clifton L. Merson David Clifton MedIm LM&MA 29 12 0 09 Feb 2023
A Comparative Study of Pretrained Language Models for Long Clinical Text Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo LM&MA ELM VLM MedIm 29 79 0 27 Jan 2023
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks Lecheng Kong C. King Bradley A. Fritz Yixin Chen 14 1 0 27 Jan 2023
The Effects of In-domain Corpus Size on pre-training BERT Chris Sanchez Zheyu Zhang AI4CE 16 4 0 15 Dec 2022
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models Leibo Liu O. Perez-Concha Anthony N. Nguyen Vicki Bennett Louisa R Jorm 40 18 0 12 Dec 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Zhongwei Wan Yichun Yin Wei Zhang Jiaxin Shi Lifeng Shang Guangyong Chen Xin Jiang Qun Liu VLM CLL 36 16 0 07 Dec 2022
CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models Sebastian P. Koch Stefan Pasch VLM 22 5 0 01 Dec 2022
Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction Grace Yang Mingzi Cao L. Jiang Xujin C. Liu Alexander T. M. Cheung Hannah Weiss Davied Kurland Kyunghyun Cho Eric K. Oermann LM&MA 24 3 0 13 Nov 2022
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language Denys Amore Bondarenko Roger Ferrod Luigi Di Caro 21 1 0 09 Nov 2022
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease Chengsheng Mao Jie Xu Luke Rasmussen Yikuan Li P. Adekkanattu ... R. Vassar Guoqian Jiang Fei Wang Jyotishman Pathak Yuan Luo 27 6 0 07 Nov 2022
An Easy-to-use and Robust Approach for the Differentially Private De-Identification of Clinical Textual Documents Yakini Tchouka Jean-François Couchot David Laiymani OOD 39 1 0 02 Nov 2022
Retrieval-Augmented Generation and Knowledge-Grounded Reasoning for Faithful Patient Discharge Instructions Fenglin Liu Bang-ju Yang Chenyu You Xian Wu Shen Ge Zhangdaihong Liu Xunhu Sun Yang Yang David Clifton 31 0 0 23 Oct 2022
Exploring the Value of Pre-trained Language Models for Clinical Named Entity Recognition Yuping Wu Lifeng Han Valerio Antonini Goran Nenadic 33 4 0 23 Oct 2022
Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection Omkar Gokhale Aditya Kane Shantanu Patankar Tanmay Chavan Raviraj Joshi VLM 35 7 0 09 Oct 2022
KG-MTT-BERT: Knowledge Graph Enhanced BERT for Multi-Type Medical Text Classification Yong He Cheng Wang Shun Zhang Na Li Zhao Li Zhenyu Zeng AI4MH 41 10 0 08 Oct 2022
Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes Claudio Fanconi Marieke M. van Buchem Tina Hernandez-Boussard LM&MA 16 8 0 28 Sep 2022
Adaptation of domain-specific transformer models with text oversampling for sentiment analysis of social media posts on Covid-19 vaccines Anmol Bansal Arjun Choudhry Anubhav Sharma Seba Susan MedIm 21 4 0 22 Sep 2022
De-Identification of French Unstructured Clinical Notes for Machine Learning Tasks Yakini Tchouka Jean-François Couchot Maxime Coulmeau David Laiymani Philippe Selles Azzedine Rahmani OOD 22 5 0 16 Sep 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words Hao Wang Chi-Liang Liu Nuwa Xi Sendong Zhao Meizhi Ju Shiwei Zhang Ziheng Zhang Yefeng Zheng Bing Qin Ting Liu VLM AAML LM&MA 41 6 0 14 Sep 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
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction Weimin Lyu Xinyu Dong Rachel Wong Songzhu Zheng Kayley Abell-Hart Fusheng Wang Chao Chen 26 47 0 09 Aug 2022
PanGu-Coder: Program Synthesis with Function-Level Language Modeling Fenia Christopoulou Gerasimos Lampouras Milan Gritta Guchun Zhang Yinpeng Guo ... Guangtai Liang Jia Wei Xin Jiang Qianxiang Wang Qun Liu ELM SyDa ALM 45 74 0 22 Jul 2022
Test2Vec: An Execution Trace Embedding for Test Case Prioritization E. Jabbar Soheila Zangeneh Hadi Hemmati R. Feldt 54 5 0 28 Jun 2022
Are Large Pre-Trained Language Models Leaking Your Personal Information? Jie Huang Hanyin Shao Kevin Chen-Chuan Chang PILM 22 178 0 25 May 2022
A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art Alicia Lara-Clares Juan J. Lastra-Díaz A. García-Serrano 27 0 0 18 May 2022
Recovering Private Text in Federated Learning of Language Models Samyak Gupta Yangsibo Huang Zexuan Zhong Tianyu Gao Kai Li Danqi Chen FedML 40 75 0 17 May 2022
Clinical Prompt Learning with Frozen Language Models Niall Taylor Yi Zhang Dan W Joyce A. Nevado-Holgado Andrey Kormilitzin VLM LM&MA 16 31 0 11 May 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection Yujian Liu Xinliang Frederick Zhang David Wegsman Nick Beauchamp Lu Wang 40 71 0 02 May 2022
Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission Siyi Tang Amara Tariq Jared A. Dunnmon Umesh M Sharma Praneetha Elugunti D. Rubin Bhavik Patel Imon Banerjee 34 20 0 14 Apr 2022
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts Irene Z Li Keen You Yujie Qiao Lucas Huang Chia-Chun Hsieh Benjamin Rosand Xiangru Tang Dragomir R. Radev 53 4 0 13 Apr 2022
PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions Jiazhao Li Corey A. Lester Xinyan Zhao Yuting Ding Yun Jiang V. Vydiswaran MedIm 21 13 0 08 Apr 2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo VLM MedIm 150 86 0 27 Jan 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
Label-dependent and event-guided interpretable disease risk prediction using EHRs Shuai Niu Yunya Song Qing Yin Yike Guo Xian Yang 27 2 0 18 Jan 2022
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records Shuai Niu Qing Yin Yunya Song Yike Guo Xian Yang 31 10 0 18 Jan 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 41 27 0 08 Jan 2022
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution Qiuhao Lu Thien Huu Nguyen Dejing Dou 33 19 0 19 Dec 2021
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models Betty van Aken S. Herrmann Alexander Loser 29 11 0 30 Nov 2021
Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers B. Shickel P. Tighe A. Bihorac Parisa Rashidi 30 5 0 09 Nov 2021
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives Ziyi Liu Jiaqi Zhang Yongshuai Hou Xinran Zhang Ge Li Yang Xiang 19 14 0 09 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,038 0 01 Nov 2021
How to Leverage Multimodal EHR Data for Better Medical Predictions? Bo Yang Lijun Wu 31 41 0 29 Oct 2021
MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare Shaoxiong Ji Tianlin Zhang Luna Ansari Jie Fu Prayag Tiwari Min Zhang VLM AI4MH 33 223 0 29 Oct 2021
Advances in Multi-turn Dialogue Comprehension: A Survey ZhuoSheng Zhang Hai Zhao 29 21 0 11 Oct 2021