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Knowledge Resource

Research Summary: From Bench-to-Bedside: A Review of Clinical Trials in Drug Discovery and Development

Original authors
Attribution requires verification
Original source
arXiv — Computers and Society
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
14 September 2026
Reading time
1 min
Publication type
Knowledge Resource
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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Clinical trials are fundamental in drug development, bridging basic research and clinical application. This review outlines the four distinct phases of clinical trials (Phase I-IV), detailing their specific objectives from safety assessment to post-marketing surveillance. It identifies critical challenges such as ethical compliance, participant recruitment, and population diversity, while also highlighting the transformative role of innovative technologies like AI, big data, and digital health tools in addressing these issues and improving trial design and implementation.

Why it matters

This review underscores the essential role of clinical trials in advancing medical science and bringing new treatments to market. Effectively managing clinical trial challenges and leveraging technological advancements are crucial for accelerating drug development, improving patient outcomes, and maintaining public trust in pharmaceutical innovation.

Key insights

  • Clinical trials are a critical, multi-phase process for drug development, connecting basic research with practical application.
  • The four phases of clinical trials encompass safety assessment (Phase I), efficacy evaluation (Phase II), large-scale validation (Phase III), and post-marketing surveillance (Phase IV).
  • Key challenges in clinical trials include ensuring ethical compliance, effective participant recruitment, and achieving diversity and representativeness in trial populations.
  • Innovative technologies, including artificial intelligence, big data analytics, and digital health tools, are being leveraged to transform trial design and implementation, addressing identified challenges.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2412.09378

Citation

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Verification ID
ASA-EXE-2026-00504
Version
v1.0 · r0
Issued
14 September 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
From Bench-to-Bedside: A Review of Clinical Trials in Drug Discovery and Development
Original authors
Attribution requires verification
Original source
arXiv — Computers and Society
Provenance status
Attribution requires verification
Rights
Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.

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