AI 药物研发 - 含AI评论的目录

药物研发传统上需要十多年时间和数十亿美元——AI 正在大幅压缩这一周期。AlphaFold 的蛋白质结构预测已加速了整个制药行业的靶点识别。Insilico Medicine 和 Exscientia 利用生成化学来设计新型候选药物，而 Atomwise 将深度学习应用于分子对接，Recursion 则以机器人规模运行生物实验。

AlphaFold 1 4.9 AlphaFold 免费 免费计划 API 开源 3条评论 AlphaFold通过使研究人员能够以接近实验精度预测靶蛋白的三维结构，已经改变了早期药物发现的面貌。制药公司和学术实验室使用AlphaFold来识别结合位点、理解蛋白质-配体相互作用，以及设计新型治疗分子，从而大幅减少了药� Insilico Medicine 2 4.8 Insilico Medicine 付费 2条评论 Insilico Medicine is a clinical-stage AI-driven drug discovery company that uses generative AI and deep learning across every stage of the pharmaceutical pipeline, from target identification to clinical trial design. The company's Pharma.AI platform encompasses three core modules: PandaOmics for tar Schrodinger 3 4.8 Schrodinger 付费 API 1条评论 Schrodinger is a leading computational chemistry and molecular simulation company whose physics-based AI platform is used to accelerate drug discovery and materials science research. The company's FEP+ (Free Energy Perturbation) technology uses molecular dynamics simulations enhanced with machine le Exscientia 4 4.8 Exscientia 付费 2条评论 Exscientia 将 AI 药物设计与精准医学相结合，推进新型分子进入临床试验。 Atomwise 5 4.7 Atomwise 付费 2条评论 Atomwise 使用深度学习虚拟筛选来预测分子与蛋白质靶点的结合，筛选数十亿个化合物以加速药物发现。 BenevolentAI 6 4.7 BenevolentAI 付费 2条评论 BenevolentAI 利用知识图谱和 NLP 分析生物医学数据集，以发现新的药物靶点，推进项目进入临床试验。 Recursion Pharmaceuticals 7 4.6 Recursion Pharmaceuticals 付费 1条评论 Recursion Pharmaceuticals is a clinical-stage biotechnology company that combines AI, automation, and high-throughput biology to industrialize drug discovery at scale. The company's platform generates one of the world's largest proprietary biological and chemical datasets through automated cell biol