Towards Automatic Generation of Shareable Synthetic Clinical Notes Using
Neural Language Models

Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models

16 May 2019

Chaitanya P. Shivade

Papers citing "Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models"

10 / 10 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 52 0 0 07 May 2025
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 28 9 0 22 May 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 A. Clifton MedIm LM&MA 24 12 0 09 Feb 2023
Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework Junzhuo Li Xinwei Wu Weilong Dong Shuangzhi Wu Chao Bian Deyi Xiong 31 3 0 16 Dec 2022
The NLP Sandbox: an efficient model-to-data system to enable federated and unbiased evaluation of clinical NLP models Yao Yan Thomas Yu Kathleen Muenzen Sijia Liu Connor Boyle ... Bradley Taylor James A Eddy J. Guinney S. Mooney T. Schaffter MedIm 42 0 0 28 Jun 2022
Selective Differential Privacy for Language Modeling Weiyan Shi Aiqi Cui Evan Li R. Jia Zhou Yu 20 68 0 30 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 26 154 0 07 Jul 2021
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks Edward Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 156 570 0 19 Mar 2017
To Drop or Not to Drop: Robustness, Consistency and Differential Privacy Properties of Dropout Prateek Jain Vivek Kulkarni Abhradeep Thakurta Oliver Williams 52 30 0 06 Mar 2015