Natural Language Generation for Electronic Health Records

1 June 2018

Papers citing "Natural Language Generation for Electronic Health Records"

22 / 22 papers shown

Title
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 198 0 0 07 May 2025
Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer Guanglin Zhou Sebastiano Barbieri 257 1 0 28 Feb 2025
SimSUM: Simulated Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Stefan Heytens Stefan Heytens 209 3 0 13 Sep 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 222 49 0 27 Jun 2024
TimEHR: Image-based Time Series Generation for Electronic Health Records Hojjat Karami Mary-Anne Hartley David Atienza Anisoara Ionescu 175 6 0 09 Feb 2024
Autocompletion of Chief Complaints in the Electronic Health Records using Large Language ModelsBigData Congress [Services Society] (BSS), 2023 K M Sajjadul Islam Ayesha Siddika Nipu Praveen Madiraju Priya Deshpande LM&MA 134 7 0 11 Jan 2024
A Biomedical Entity Extraction Pipeline for Oncology Health Records in PortugueseACM Symposium on Applied Computing (SAC), 2023 Hugo Sousa Arian Pasquali A. Jorge Catarina Sousa Santos Mário Amorim Lopes 72 2 0 18 Apr 2023
Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language ModelNature Communications (Nat. Commun.), 2023 B. Theodorou Cao Xiao Jimeng Sun 198 48 0 04 Apr 2023
ChatGPT for Shaping the Future of Dentistry: The Potential of Multi-Modal Large Language ModelInternational Journal of Oral Science (IJOS), 2023 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 235 238 0 23 Mar 2023
Leveraging Summary Guidance on Medical Report SummarizationIEEE journal of biomedical and health informatics (IEEE JBHI), 2023 Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 196 16 0 08 Feb 2023
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual SamplesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chengyuan Liu Yaoyao Yu Kun Kuang Leilei Gan 128 3 0 16 Oct 2022
Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in JapanPLOS Digital Health (PDH), 2022 Kenichiro Ando T. Okumura Mamoru Komachi Hiromasa Horiguchi Yuji Matsumoto 250 8 0 20 Sep 2022
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data Jon Harris Mohammed J Zaki AI4TS 162 2 0 11 Jul 2022
From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics SystemsSocial Science Research Network (SSRN), 2022 I. Jackson M. J. Sáenz 140 8 0 24 Feb 2022
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Shumin Deng Jiacheng Yang Hongbin Ye Chuanqi Tan Mosha Chen Songfang Huang Fei Huang Huajun Chen Ningyu Zhang 164 7 0 02 Dec 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 158 187 0 07 Jul 2021
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes Han-Chin Shing Chaitanya P. Shivade Nima Pourdamghani Feng Nan Philip Resnik Douglas W. Oard Parminder Bhatia 183 30 0 27 Apr 2021
Supervised deep learning prediction of the formation enthalpy of the full set of configurations in complex phases: the $σ-$ phase as an example J. Crivello Nataliya Sokolovska J. Joubert AI4CE 44 0 0 21 Nov 2020
Logic2Text: High-Fidelity Natural Language Generation from Logical FormsFindings (Findings), 2020 Zhiyu Zoey Chen Wenhu Chen Hanwen Zha Xiyou Zhou Yunkai Zhang Sairam Sundaresan William Yang Wang NAI 114 72 0 30 Apr 2020
Synthetic Data for Deep Learning Sergey I. Nikolenko 296 404 0 25 Sep 2019
DeepHealth: Review and challenges of artificial intelligence in health informatics Gloria Hyunjung Kwak Pan Hui SyDa 152 26 0 01 Sep 2019
Is artificial data useful for biomedical Natural Language Processing algorithms? Zixu Wang Julia Ive S. Velupillai Lucia Specia MedIm 106 9 0 01 Jul 2019