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Jun, 2022
基于GMM先验的生成式推荐系统用于癌症药物生成和敏感性预测
A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction
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Krzysztof Koras, Marcin Możejko, Paulina Szymczak, Eike Staub, Ewa Szczurek
TL;DR
VADEERS是一种基于变分自编码器的药物疗效评估推荐系统,实现了对具有特定属性的化合物的生成和其对癌细胞敏感性的模型建模,并达到了高度相关的预测效果。
Abstract
Recent emergence of
high-throughput drug screening
assays sparkled an intensive development of
machine learning
methods, including models for prediction of sensitivity of
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