ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

10 April 2019

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

50 / 130 papers shown

Title
KDH-MLTC: Knowledge Distillation for Healthcare Multi-Label Text Classification Hajar Sakai Sarah Lam VLM 44 0 0 12 May 2025
Hallucinations and Key Information Extraction in Medical Texts: A Comprehensive Assessment of Open-Source Large Language Models Anindya Bijoy Das Shibbir Ahmed Shahnewaz Karim Sakib HILM LM&MA 57 0 0 27 Apr 2025
Temporal Entailment Pretraining for Clinical Language Models over EHR Data Tatsunori Tanaka Fi Zheng Kai Sato Zhifeng Li Yuanyun Zhang Shi Li 29 0 0 25 Apr 2025
Forecasting from Clinical Textual Time Series: Adaptations of the Encoder and Decoder Language Model Families Shahriar Noroozizadeh Sayantan Kumar Jeremy C. Weiss AI4TS 33 0 0 14 Apr 2025
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text Tadesse Destaw Belay Israel Abebe Azime I. Ahmad Idris Abdulmumin A. Ayele Abinew Ali Ayele Shamsuddeen Hassan Muhammad Seid Muhie Yimam 36 0 0 24 Mar 2025
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 51 0 0 09 Mar 2025
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models Wei Dai Peilin Chen Malinda Lu Daniel Li Haowen Wei Hejie Cui Paul Pu Liang LM&MA 56 1 0 09 Mar 2025
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models Tabinda Sarwar Antonio Jose Jimeno Yepes Lawrence Cavedon 71 0 0 12 Feb 2025
Efficient Domain Adaptation of Multimodal Embeddings using Constrastive Learning Georgios Margaritis Periklis Petridis Dimitris Bertsimas 66 0 0 04 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 107 155 0 28 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 19 0 17 Jan 2025
MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Yiqing Zhang Xiaozhong Liu Fabricio Murai 46 0 0 12 Jan 2025
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 59 7 0 30 Sep 2024
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Henri Arno Stefan Heytens Thomas Demeester 46 1 0 13 Sep 2024
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering Haoran Yu Chang Yu Zihan Wang Dongxian Zou Hao Qin AI4MH LM&MA 43 25 0 08 Aug 2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 54 0 0 11 Jul 2024
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 44 1 0 04 Jul 2024
Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models Jiexin Wang Adam Jatowt Yi Cai AI4CE 37 1 0 04 Jun 2024
FAIIR: Building Toward A Conversational AI Agent Assistant for Youth Mental Health Service Provision Stephen Obadinma Alia Lachana M. Norman Jocelyn Rankin Joanna Yu Xiaodan Zhu Darren Mastropaolo D. Pandya Roxana Sultan Elham Dolatabadi AI4MH 36 1 0 28 May 2024
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition Kun Yuan V. Srivastav Nassir Navab N. Padoy 41 11 0 16 May 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 46 8 0 13 Apr 2024
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials Shreyasi Mandal Ashutosh Modi LRM ELM 36 3 0 06 Apr 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 26 1 0 08 Feb 2024
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions Suhan Cui Jiaqi Wang Yuan Zhong Han Liu Ting Wang Fenglong Ma 33 3 0 20 Jan 2024
UniDCP: Unifying Multiple Medical Vision-language Tasks via Dynamic Cross-modal Learnable Prompts Chenlu Zhan Yufei Zhang Yu Lin Gaoang Wang Hongwei Wang VLM MedIm 40 5 0 18 Dec 2023
Labrador: Exploring the Limits of Masked Language Modeling for Laboratory Data David R. Bellamy Bhawesh Kumar Cindy Wang Andrew L. Beam MedIm 36 3 0 09 Dec 2023
German FinBERT: A German Pre-trained Language Model Moritz Scherrmann 38 0 0 15 Nov 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 40 118 0 16 Oct 2023
UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training Jiayu Lei Lisong Dai Haoyun Jiang Chaoyi Wu Xiaoman Zhang ... Weidi Xie Yanyong Zhang Yuehua Li Ya Zhang Yanfeng Wang 29 10 0 13 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 34 17 0 08 Sep 2023
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction Jie Yang S. Han Siqu Long Josiah Poon Goran Nenadic 45 0 0 12 Aug 2023
Med-Flamingo: a Multimodal Medical Few-shot Learner Michael Moor Qian Huang Shirley Wu Michihiro Yasunaga C. Zakka Yashodhara Dalmia E. Reis Pranav Rajpurkar J. Leskovec LM&MA MedIm 27 233 0 27 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 37 20 0 27 Jul 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 24 23 0 06 Jul 2023
Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories Shizhe Diao Tianyang Xu Ruijia Xu Jiawei Wang Tong Zhang MoE AI4CE 13 36 0 08 Jun 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models Potsawee Manakul Yassir Fathullah Adian Liusie Vyas Raina Vatsal Raina Mark Gales 29 12 0 08 Jun 2023
Leveraging Knowledge Graph Embeddings to Enhance Contextual Representations for Relation Extraction F. Laleye Loïc Rakotoson S. Massip 18 1 0 07 Jun 2023
RadLing: Towards Efficient Radiology Report Understanding Rikhiya Ghosh Sanjeev Kumar Karn Manuela Danu Larisa Micu Ramya Vunikili Oladimeji Farri MedIm 29 6 0 04 Jun 2023
Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data Mugariya Farooq Shahad Hardan Aigerim Zhumbhayeva Yu Zheng Preslav Nakov Kun Zhang CML 22 1 0 28 May 2023
Complementary and Integrative Health Lexicon (CIHLex) and Entity Recognition in the Literature Huixue Zhou R. Austin Sheng-Chieh Lu Greg M. Silverman Yuqi Zhou H. Kilicoglu Huan Xu Rui Zhang 186 1 0 27 May 2023
Federated Learning of Medical Concepts Embedding using BEHRT Ofir Ben Shoham Nadav Rappoport FedML OOD 24 12 0 22 May 2023
Instrumental Variable Learning for Chest X-ray Classification Weizhi Nie Chen Zhang Dan Song Yunpeng Bai Keliang Xie Anan Liu CML 32 5 0 20 May 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews Hye Sun Yun Iain J. Marshall T. Trikalinos Byron C. Wallace 26 17 0 19 May 2023
Going beyond research datasets: Novel intent discovery in the industry setting Aleksandra Chrabrowa Tsimur Hadeliya D. Kajtoch Robert Mroczkowski Piotr Rybak 24 2 0 09 May 2023
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning Xiangru Tang Andrew Tran Jeffrey Tan Mark B. Gerstein 29 7 0 08 May 2023
FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction Jun Wu Xuesong Ye Chengjie Mou Weina Dai 64 18 0 24 Apr 2023
Interpretable (not just posthoc-explainable) heterogeneous survivor bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions Hongjing Xia Joshua C. Chang S. Nowak Sonya Mahajan R. Mahajan Ted L. Chang Carson C. Chow 38 1 0 19 Apr 2023
Auditing ICU Readmission Rates in an Clinical Database: An Analysis of Risk Factors and Clinical Outcomes Shaina Raza 35 4 0 12 Apr 2023
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis Changshuo Liu Wenqiao Zhang Beng Chin Ooi J. Yip Lingze Zeng Kaiping Zheng 14 1 0 10 Apr 2023
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains Yanis Labrak Adrien Bazoge Richard Dufour Mickael Rouvier Emmanuel Morin B. Daille P. Gourraud LM&MA 25 54 0 03 Apr 2023