It could change drug discovery more generally.

它可以更广泛地改变药物发现过程。

It could also improve genetic testing and guide drug discovery.

它还可以改进基因测试并指导药物发现。

Machine learning is turning the traditional model of drug discovery on its head.

机器学习正在颠覆传统的药物开发模型。

Dr Caleb Hernandez is an emergency room doctor who also researches covid drug discoveries.

Caleb Hernandez博士是一名急诊室医生，也研究新冠药物。

Understanding natural and traditional medicine could lead to world-changing drug discoveries, according to the study.

根据这项研究，了解自然和传统医学可能会导致改变世界的药物发现。

And the cloud-computer services include other tools for drug discovery or helping to oversee customers.

云计算机服务还包括其他用于新药研发或帮助监督客户的工具。

But scientists said new findings should help make genetic testing more exact and possibly lead to drug discoveries.

但科学家们表示，新的发现应该有助于提高基因测试的准确性，并可能产生药物发现。

Today, Cohen and others see a link between the obsession with simplicity and a decline in drug discovery.

如今，科恩和其他人看到了对简单的痴迷和对药物发现的减少之间的联系。

How is the actual implementation to drug discovery?

药物发现的实际实施情况如何？

I founded it 2015, and we work on using computational approaches for doing drug discovery.

我于 2015 年创立了它，我们致力于使用计算方法进行药物发现。

FABIO URBINA: How can we misuse wonderful drug discovery tools?

FABIO URBINA：我们如何才能滥用出色的药物发现工具？

So I mentioned healthcare, I mentioned drug discovery, I mentioned basic science, transportation, these kind of things.

所以我提到了医疗保健，我提到了药物发现，我提到了基础科学、交通运输等等。

And when I think about drug discovery, my background when I was investing on Wall Street, was in biotech.

当我想到药物发现时，我在华尔街投资时的背景是生物技术。

So one of my hopes here was, to bring structure and a new kind of approach to drug discovery.

所以我的希望之一是为药物发现带来结构和一种新的方法。

And this is a really exciting example of understanding the ecology of these organisms, and pairing it with efficient drug discovery.

这是了解这些生物生态并将其与有效药物发现相结合的真正令人兴奋的例子。

It can identify promising candidates for analysis, such as molecules with particular properties in drug discovery, or materials with the characteristics needed in batteries or solar cells.

它可以识别有潜力的候选物进行分析，比如在药物发现中具有特殊性质的分子，或者具有电池或太阳能电池所需特性的材料。

Alphabet has also launched another subsidiary, Isomorphic Labs, which will be run by DeepMind's boss and use machine learning to build on AlphaFold to accelerate (and cheapen) drug discovery.

Alphabet 还推出了另一家子公司 Isomorphic Labs，它将由 DeepMind 的老板运营， 并使用机器学习在 AlphaFold 上构建以加速（并降低）药物发现。

This year, AI has achieved another breakthrough, this time at the other end of the drug discovery pipeline: several groups in 2022 have reported the first successful applications of AI to identify novel antibiotic drugs.

今年，人工智能取得了另一项突破，这一次是在药物发现领域的另一端：2022年有多个团队报告了人工智能在识别新型抗生素药物方面的首次成功应用。

Oren Pleniceanu, a kidney researcher at Sheba Medical Centre in Tel Aviv in Israel who is not involved with the work, says organoids also show promise in basic research and drug discovery.

以色列特拉维夫Sheba医疗中心的肾脏研究员Oren Pleniceanu没有参与这项工作，他说类器官在基础研究和药物发现方面也显示出前景。