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Research Blogs

Insights on AI research in drug discovery and development by the Keiji AI team.

Don't Delegate, Do It Yourself — The New Way to Work in the Age of AI
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January 29, 2026

Don't Delegate, Do It Yourself — The New Way to Work in the Age of AI

AILeadershipProductivityManagement

By Jimeng Sun

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DeepEvidence: Empowering Biomedical Discovery with Deep Knowledge Graph Research

January 20, 2026

DeepEvidence: Empowering Biomedical Discovery with Deep Knowledge Graph Research

DeepEvidenceKnowledge Graph+9

Zifeng Wang

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The AI Regulation Revolution: How New FDA and EMA Guidance Opens the Clinical Trials Market

January 15, 2026

The AI Regulation Revolution: How New FDA and EMA Guidance Opens the Clinical Trials Market

FDA GuidanceEMA Regulation+8

Jimeng Sun

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Training Agentic AI Searcher for Biomedical Literature: Supervised Fine-Tuning and Reinforcement Learning

December 11, 2025

Training Agentic AI Searcher for Biomedical Literature: Supervised Fine-Tuning and Reinforcement Learning

Large Language ModelsBiomedical Literature+8

Zifeng Wang

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Beyond the Prompt: The System Design Engineering Behind Production-Grade Agents

December 1, 2025

Beyond the Prompt: The System Design Engineering Behind Production-Grade Agents

AI AgentSystem Design Concepts+6

Venugopal Thati

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Building AI for Drafting Clinical Trial Documents: RAG, Fine-tuning and Agentic AI Workflow

November 18, 2025

Building AI for Drafting Clinical Trial Documents: RAG, Fine-tuning and Agentic AI Workflow

Clinical Trial DocumentsRAG+7

Zifeng Wang, PhD, Keiji AI

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Adapting Large Language Models for Systematic Literature Review of Clinical Trials: Workflow versus AI Agents

November 18, 2025

Adapting Large Language Models for Systematic Literature Review of Clinical Trials: Workflow versus AI Agents

Systematic Literature ReviewPRISMA+6

Zifeng Wang, PhD, Keiji AI

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Understanding AI's New Power Duo: MCP and Agent Skills in TrialMind

November 17, 2025

Understanding AI's New Power Duo: MCP and Agent Skills in TrialMind

Model Context ProtocolMCP+9

Jimeng Sun, PhD, CEO of Keiji AI

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Predicting Clinical Trial Success: From Machine Learning to Agentic AI and Beyond

November 5, 2025

Predicting Clinical Trial Success: From Machine Learning to Agentic AI and Beyond

Clinical Trial PredictionMachine Learning+2

Zifeng Wang, PhD, Keiji AI

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Developing Generative AI for Clinical Trial Recruitment: From Patient to Trials

November 4, 2025

Developing Generative AI for Clinical Trial Recruitment: From Patient to Trials

AI in Clinical TrialsPatient Recruitment+2

Zifeng Wang, PhD, Keiji AI

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Powering the Next Generation of Clinical Research: How MCP Unleashes TrialMind Agents

June 20, 2025

Powering the Next Generation of Clinical Research: How MCP Unleashes TrialMind Agents

Model Context ProtocolMCP+7

Jimeng Sun, PhD, CEO of Keiji AI

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Clinical Trials Demystified: An AI Researcher's Guide (Part 4) — AI Models in Clinical Trials

March 14, 2025

Clinical Trials Demystified: An AI Researcher's Guide (Part 4) — AI Models in Clinical Trials

AI in Clinical TrialsNatural Language Processing+5

Jimeng Sun, PhD, CEO of Keiji AI

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Clinical Trials Demystified: An AI Researcher's Guide (Part 3) — Clinical Trial Data & Standards

March 12, 2025

Clinical Trials Demystified: An AI Researcher's Guide (Part 3) — Clinical Trial Data & Standards

Clinical Trial DataCDISC+6

Jimeng Sun, PhD, CEO of Keiji AI

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Clinical Trials Demystified: An AI Researcher's Guide (Part 2) — Clinical Trial Software & Vendors

March 11, 2025

Clinical Trials Demystified: An AI Researcher's Guide (Part 2) — Clinical Trial Software & Vendors

Clinical Trial SoftwareEDC+5

Jimeng Sun, PhD, CEO of Keiji AI

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Clinical Trials Demystified: An AI Researcher’s Guide (Part 1) — Workflow for Clinical Trials

March 10, 2025

Clinical Trials Demystified: An AI Researcher’s Guide (Part 1) — Workflow for Clinical Trials

AI in Clinical TrialsClinical Trial Workflow+2

Jimeng Sun, PhD, CEO of Keiji AI

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