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
- 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
- 傳統方法評估治療療效和心毒性常常導致臨床試驗的高失敗率,導致巨額的開發成本
- 人類特定疾病無法準確模擬動物,導致醫療期權或科技進展受限
- 這項新研究利用人工智能(AI)和機器學習(ML)的能力,解決通過Medera的迷你心臟科技平台實現自動化和全面的"智能"藥物篩選的挑戰
- 創新的AI/ML模型結合多個人類迷你心臟篩選試驗的數據,並利用互補優勢來實現優越的下一代藥物分類能力
- AI/ML和人類迷你心臟的獨特組合可以通過提高篩選效率、降低成本、增強安全性以及爲患者福祉創造新機遇,加速藥物發現、臨床轉化和精準醫療
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.
新澤西州SUMMIt和馬薩諸塞州波士頓,2024年10月31日/美通社/--聚焦於利用一系列下一代基因和電芯技術攻擊難治性心血管疾病的臨床階段生物技術公司Medera Inc.(「Medera」)今天宣佈在同行評審期刊《藥理研究》(第209卷)上發表了一項新研究。這項名爲"利用機器學習與多重心臟收縮力測定增強藥物分類"的研究展示了Medera全資子公司Novoheart,專注於人類心血管疾病建模以進行藥物發現的預臨床子公司如何利用AI和ML改善下一代藥物篩選過程