January 20, 2026
By Zifeng Wang
DeepEvidence: Empowering Biomedical Discovery with Deep Knowledge Graph Research
DeepEvidence
Knowledge Graph
Biomedical Discovery
Drug Discovery
Clinical Trials
Evidence-Based Medicine
AI Research Agent
Deep Research
Research Blogs
Insights on AI research in clinical trials by the Keiji AI team.
Training Agentic AI Searcher for Biomedical Literature: Supervised Fine-Tuning and Reinforcement Learning
Large Language Models
Biomedical Literature
PubMed
Reinforcement Learning
Supervised Fine-Tuning
By Zifeng Wang
December 11, 2025
Beyond the Prompt: The System Design Engineering Behind Production-Grade Agents
AI Agent
System Design Concepts
Software Architecture
LLM
Software Engineering
By Venugopal Thati
December 1, 2025
Building AI for Drafting Clinical Trial Documents: RAG, Fine-tuning and Agentic AI Workflow
Clinical Trial Documents
RAG
Retrieval Augmented Generation
Agentic AI
Trial2Vec
By Zifeng Wang, PhD, Keiji AI
November 18, 2025
Adapting Large Language Models for Systematic Literature Review of Clinical Trials: Workflow versus AI Agents
Systematic Literature Review
PRISMA
Clinical Trials
TrialMind
LEADS
By Zifeng Wang, PhD, Keiji AI
November 18, 2025
Understanding AI's New Power Duo: MCP and Agent Skills in TrialMind
Model Context Protocol
MCP
Claude Skills
AI Agents
AI Architecture
By Jimeng Sun, PhD, CEO of Keiji AI
November 17, 2025
Predicting Clinical Trial Success: From Machine Learning to Agentic AI and Beyond
Clinical Trial Prediction
Machine Learning
Trial Design
Agentic AI
By Zifeng Wang, PhD, Keiji AI
November 5, 2025
Developing Generative AI for Clinical Trial Recruitment: From Patient to Trials
AI in Clinical Trials
Patient Recruitment
Patient-Trial Matching
Large Language Models
By Zifeng Wang, PhD, Keiji AI
November 4, 2025
Powering the Next Generation of Clinical Research: How MCP Unleashes TrialMind Agents
Model Context Protocol
MCP
AI Agents
Clinical Research
TrialMind
By Jimeng Sun, PhD, CEO of Keiji AI
June 20, 2025
Clinical Trials Demystified: An AI Researcher's Guide (Part 4) — AI Models in Clinical Trials
AI in Clinical Trials
Natural Language Processing
Generative AI
Computer Vision
Machine Learning
By Jimeng Sun, PhD, CEO of Keiji AI
March 14, 2025
Clinical Trials Demystified: An AI Researcher's Guide (Part 3) — Clinical Trial Data & Standards
Clinical Trial Data
CDISC
SDTM
ADaM
MedDRA
By Jimeng Sun, PhD, CEO of Keiji AI
March 12, 2025
Clinical Trials Demystified: An AI Researcher's Guide (Part 2) — Clinical Trial Software & Vendors
Clinical Trial Software
EDC
CTMS
eTMF
eClinical
By Jimeng Sun, PhD, CEO of Keiji AI
March 11, 2025
Clinical Trials Demystified: An AI Researcher’s Guide (Part 1) — Workflow for Clinical Trials
AI in Clinical Trials
Clinical Trial Workflow
Drug Development
Regulatory Science
By Jimeng Sun, PhD, CEO of Keiji AI
March 10, 2025