Artificial Intelligence for In Silico Clinical Trials: A Review

Artificial Intelligence for In Silico Clinical Trials: A Review

16 September 2022

Chufan Gao

Jimeng Sun

Papers citing "Artificial Intelligence for In Silico Clinical Trials: A Review"

12 / 12 papers shown

Title
CTP-LLM: Clinical Trial Phase Transition Prediction Using Large Language Models Michael Reinisch Jianfeng He C. Liao Sauleh Ahmad Siddiqui Bei Xiao 28 1 0 20 Aug 2024
Uncertainty Quantification on Clinical Trial Outcome Prediction Tianyi Chen Yingzhou Lu Nan Hao Capucine Van Rechem Jintai Chen Tianfan Fu 23 21 0 07 Jan 2024
PyTrial: Machine Learning Software and Benchmark for Clinical Trial Applications Zifeng Wang B. Theodorou Tianfan Fu Cao Xiao Jimeng Sun LM&MA 22 2 0 06 Jun 2023
SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning Zifeng Wang Cao Xiao Jimeng Sun 16 17 0 07 Apr 2023
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning Zifeng Wang Jimeng Sun 14 29 0 11 Oct 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang Jimeng Sun 21 22 0 29 Jun 2022
SurvTRACE: Transformers for Survival Analysis with Competing Events Zifeng Wang Jimeng Sun 33 67 0 02 Oct 2021
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders Siddharth Biswal S. Ghosh J. Duke B. Malin Walter F. Stewart Jimeng Sun SyDa BDL DRL 42 40 0 18 Dec 2020
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,705 0 18 Mar 2020
StageNet: Stage-Aware Neural Networks for Health Risk Prediction Junyi Gao Cao Xiao Yasha Wang Wen Tang Lucas Glass Jimeng Sun 35 91 0 24 Jan 2020
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 224 1,337 0 12 Feb 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 147 569 0 19 Mar 2017