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Showing results for: "AI"

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Bioinformatics June 06, 2026 5 min read

Biomarkers Are Not Drug Targets, and Why That Distinction Costs the Industry Billions

Why conflating biomarkers with drug targets leads to failed trials and billions lost. A deep dive into causal cell-state pharmacology.

Dr. Debasis Sahu
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Bioinformatics January 29, 2024 2 min read

AI as Tool vs AI as Inventor: Why the Distinction Will Decide the Next Decade of Patents

There are two versions of "AI in drug discovery" being marketed right now, and they are not the same thing. The distinction will decide the next decade of patents.

Dr. Debasis Sahu
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Evidence Synthesis / Methodology January 22, 2024 5 min read

PRISMA 2020 in Practice: Five Things Most Systematic Reviews Still Get Wrong

PRISMA 2020 has been the reference reporting standard for systematic reviews for several years. Most journals require it; most reviewers check the checklist. Yet a striking proportion of published reviews still fall short.

Science Habitat Evidence Synthesis Team
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Bioinformatics & Discovery January 15, 2024 6 min read

Biomarkers Are Not Drug Targets, and Why That Distinction Costs the Industry Billions

If one assumption has quietly cost pharmaceutical R&D more than any other in the past two decades, it is the conflation of biomarker with drug target. They look similar on a slide. They diverge sharply in clinical trials.

Dr. Debasis Sahu
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