Computer-aided shape features extraction and regression models for predicting the ascending aortic aneurysm growth rate

no code implementations • 4 Mar 2025 • Leonardo Geronzi, Antonio Martinez, Michel Rochette, Kexin Yan, Aline Bel-Brunon, Pascal Haigron, Pierre Escrig, Jacques Tomasi, Morgan Daniel, Alain Lalande, Siyu Lin, Diana Marcela Marin-Castrillon, Olivier Bouchot, Jean Porterie, Pier Paolo Valentini, Marco Evangelos Biancolini

In this study, we evaluate and compare the ability of local and global shape features to predict ascending aortic aneurysm growth.

Prediction

Latent Chemical Space Searching for Plug-in Multi-objective Molecule Generation

no code implementations • 10 Apr 2024 • Ningfeng Liu, Jie Yu, Siyu Xiu, Xinfang Zhao, Siyu Lin, Bo Qiang, Ruqiu Zheng, Hongwei Jin, Liangren Zhang, Zhenming Liu

Molecular generation, an essential method for identifying new drug structures, has been supported by advancements in machine learning and computational technology.

Drug Discovery