Exploration eines Latenten Raums unter Verwendung eines Verfahrens für Lineare-Sphärische Interpolationsregion

Details

Veröffentlichungs-Nr.

EP3723095

Aktenzeichen

EP20163195

Anmeldetag

13. März 2020

Veröffentlichung

28. Februar 2024

Erteilung

28. Februar 2024

Rechtsraum

EP

IPC

G16B15/30G16H70/40G16C20/30G16C20/70

Abstract

The disclosure enables latent space exploration of a dataset based on drug molecular-structure data and drug biological-treatment data for a set of drug compounds in order to determine optimal drug compounds for treating diseases. Regional interpolation, including a linear interpolation (LERP) operation and a spherical linear interpolation (SLERP) operation, along with quantitative structure-activity relationship (QSAR) models may be utilized to navigate through a latent space generated from variational auto-encoders (VAE), in accordance with certain embodiments.

Anmelder

Firma

Accenture Global Solutions Limited

Land

🇮🇪 Irland

Fachgebiete