Synthetic Data Improve Survival Status Prediction Models in Early-Onset Colorectal Cancer.

Hyunwook KimWon Seok Jang Woo Seob Sim Han Sang KimJeong Eun ChoiEun Sil Baek Yu-Rang Park Sang Joon Shin

Published in: JCO clinical cancer informatics (2024)

The synthetic data generation approach enhances predictive modeling performance by maintaining statistical and clinical integrity, and simultaneously reduces privacy risks through the application of DP techniques.

Keyphrases

early onset
big data
late onset
electronic health record
human health
artificial intelligence
data analysis
health information
healthcare
risk assessment
deep learning
climate change