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From Correlation to Causation: Why Pharma Is Embracing Causal AI
Why causal AI is becoming pharma’s next strategic differentiator — from target validation to clinical trials and real-world evidence. Visualizing the Ladder of Causation in Pharma: from seeing correlations, to doing interventions, to imagining counterfactuals — the foundation of causal AI in drug discovery. Introduction: The Limits of Correlation in Drug Discovery Drug discovery today generates unprecedented volumes of data. Omics, imaging, electronic health records, and real
Esther Chen
Sep 7, 20256 min read


Vizuro Signs Memorandum of Understanding with Chang Gung University of Science and Technology to Advance AI-Driven Drug Discovery
Partnership with Professor Tsong-Long Hwang of CGUST to explore AI-powered innovations in small molecule drug design Vizuro Apotek AI Drug Discovery Platform x Industry-Academia Collaboration with CGUST Taipei | [August 22, 2025] — Vizuro LLC, a leading innovator in multimodal causal AI and generative AI technology, announced today that it has signed a Memorandum of Understanding (MOU) with Tsong-Long Hwang, Ph.D., Vice President and Distinguished Professor at Chang Gung U
Esther Chen
Aug 22, 20252 min read


Causal Disease Management – Explainable Risk Modeling and Intervention for Diabetes
Empowering Clinicians and General Populations with Actionable Insights Diabetes is one of the world’s fastest-growing health crises,...

Yu-Feng Wei
Mar 25, 20253 min read
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