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Medera Announces Publication Of Study Utilizing Machine Learning To Enhance Next-Generation Drug Screening With Human Mini-Heart Technology

Medera Announces Publication Of Study Utilizing Machine Learning To Enhance Next-Generation Drug Screening With Human Mini-Heart Technology

Medera宣布发表研究,利用机器学习技术增强下一代药物筛选与人类微心脏技术
Benzinga ·  10/31 20:07
  • Traditional methods for evaluating therapeutic efficacy and cardiotoxicity often lead to high failure rates during clinical trials, resulting in significant development costs
  • Human-specific diseases cannot be accurately modeled by animals, leading to limited medical options or advancements
  • This new study leverages the capabilities of artificial intelligence (AI) and machine learning (ML) to address the challenge of achieving automated and comprehensive "smart" drug screening using Medera's mini-Heart technology platform
  • Innovative AI/ML-based model combines data from multiple human mini-Heart screening assays and takes advantage of the complementary strengths to achieve superior next-generation drug classification capabilities
  • The unique combination of AI/ML and human mini-Hearts can accelerate drug discovery, clinical translation and precision medicine by improving screening efficiency, reducing costs, enhancing safety and creating new opportunities for patient benefits
  • 传统方法评估治疗疗效和心毒性常常导致临床试验的高失败率,导致巨额的开发成本
  • 人类特定疾病无法准确模拟动物,导致医疗期权或科技进展受限
  • 这项新研究利用人工智能(AI)和机器学习(ML)的能力,解决通过Medera的迷你心脏科技平台实现自动化和全面的"智能"药物筛选的挑战
  • 创新的AI/ML模型结合多个人类迷你心脏筛选试验的数据,并利用互补优势来实现优越的下一代药物分类能力
  • AI/ML和人类迷你心脏的独特组合可以通过提高筛选效率、降低成本、增强安全性以及为患者福祉创造新机遇,加速药物发现、临床转化和精准医疗

SUMMIT, N.J. and BOSTON, Mass., Oct. 31, 2024 /PRNewswire/ -- Medera Inc. ("Medera"), a clinical-stage biotechnology company focused on targeting difficult-to-treat cardiovascular diseases using a range of next-generation gene- and cell-based approaches, announced today the publication of a new study in the peer-reviewed journal Pharmacological Research (volume 209). This study, entitled "Enhanced Drug Classification Using Machine Learning with Multiplexed Cardiac Contractility Assays," demonstrates how Novoheart, Medera's wholly-owned preclinical subsidiary focused on human cardiovascular disease modeling for drug discovery, is leveraging AI and ML to improve next-generation drug screening processes.

新泽西州SUMMIt和马萨诸塞州波士顿,2024年10月31日/美通社/--聚焦于利用一系列下一代基因和电芯技术攻击难治性心血管疾病的临床阶段生物技术公司Medera Inc.(“Medera”)今天宣布在同行评审期刊《药理研究》(第209卷)上发表了一项新研究。这项名为"利用机器学习与多重心脏收缩力测定增强药物分类"的研究展示了Medera全资子公司Novoheart,专注于人类心血管疾病建模以进行药物发现的预临床子公司如何利用AI和ML改善下一代药物筛选过程

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