Two Directions for Clinical Data Generation with Large Language Models:
Data-to-Label and Label-to-Data

Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data

9 December 2023

Papers citing "Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data"

10 / 10 papers shown

Title
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Ivan Lopez Fateme Nateghi Haredasht Kaitlin Caoili Jonathan H. Chen Akshay S. Chaudhari MedIm SyDa 61 0 0 28 Jan 2025
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions Kuleen Sasse Shinjitha Vadlakonda Richard Kennedy J. D. Osborne AI4CE 31 0 0 10 Oct 2024
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 36 0 0 29 Sep 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature Dawei Li Shu Yang Zhen Tan Jae Young Baik Sunkwon Yun ... D. Duong-Tran Ying Ding Huan Liu Li Shen Tianlong Chen 56 32 0 08 May 2024
Personalized Collaborative Fine-Tuning for On-Device Large Language Models Nicolas Wagner Dongyang Fan Martin Jaggi 39 3 0 15 Apr 2024
Towards a potential paradigm shift in health data collection and analysis D. J. Herzog Nitsa J. Herzog 43 0 0 01 Apr 2024
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta Namit Katariya X. Amatriain Anitha Kannan LM&MA MedIm 128 149 0 09 Sep 2021
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models Alex Tamkin Miles Brundage Jack Clark Deep Ganguli AILaw ELM 200 259 0 04 Feb 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 156 569 0 19 Mar 2017