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Related Concept Videos

Clinical Trials01:16

Clinical Trials

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Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
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Clinical Trials: Overview01:11

Clinical Trials: Overview

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Clinical development focuses on how the drug will interact with the human body and encompasses four key phases of clinical trials, each serving a specific purpose in assessing the safety and effectiveness of new drugs. These phases overlap and build upon one another. Phase I involves a small group of healthy volunteers (typically 20-80 individuals) or, in cases where significant toxicity is expected, patients with the targeted disease, such as cancer or AIDS. The volunteers are tested for...
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Inductance: Single-Phase And Three-Phase Line01:28

Inductance: Single-Phase And Three-Phase Line

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Understanding the inductance of transmission lines is crucial for efficient design and operation in electrical power systems. This discussion delves into the inductance characteristics of single-phase two-wire and three-phase three-wire transmission lines with equal phase spacing.
Single-Phase Two-Wire Line:
A single-phase line consists of two solid cylindrical conductors, denoted as x and y. Each conductor carries phasor currents ix and iy, respectively. Given that the sum of these currents is...
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Capacitance: Single-Phase And Three-Phase Line01:25

Capacitance: Single-Phase And Three-Phase Line

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In electrical power systems, understanding the capacitance of transmission lines is fundamental for efficient operation.
Single-Phase Lines
Consider a single-phase, two-wire transmission line with equal phase spacing energized by a voltage source. One conductor carries a uniform positive charge, while the other carries an equal negative charge. The capacitance C of the line can be derived from the voltage V between the conductors. For a one-meter section of the line, the capacitance is given...
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Statistical Software for Data Analysis and Clinical Trials01:12

Statistical Software for Data Analysis and Clinical Trials

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Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
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Power Distribution in Three-phase and Single Phase Circuits01:17

Power Distribution in Three-phase and Single Phase Circuits

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Power distribution within electrical circuits is a foundational aspect of residential and industrial energy systems. While single-phase power is common in residential settings, three-phase power is the standard for industrial environments with heavy machinery. Each system is different and has advantages, and it's crucial to understand the underlying principles of power distribution and material efficiency.
Single-Phase Power Distribution:
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Related Experiment Video

Updated: Jan 24, 2026

Single-Port Robotic-assisted Transaxillary Breast-conserving Surgery: A Prospective, Single-arm, Non-randomized Phase IIa Clinical Trial
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Phase II Two-Stage Single-Arm Clinical Trials for Testing Toxicity Levels.

Seongho Kim1, Weng Kee Wong2

  • 1Biostatistics Core, Karmanos Cancer Institute/Wayne State University.

Communications for Statistical Applications and Methods
|May 21, 2019
PubMed
Summary
This summary is machine-generated.

This study adapts Simon's two-stage designs for phase II efficacy trials to create robust two-stage safety studies. The method helps determine when to stop or continue patient recruitment based on adverse event rates.

Keywords:
safetysingle-stage designtolerabilitytoxicitytwo-stage design

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Area of Science:

  • Clinical Trials Methodology
  • Pharmaceutical Safety Evaluation
  • Biostatistics

Background:

  • Simon's two-stage designs are standard for phase II efficacy trials.
  • Assessing patient safety and adverse events is critical in clinical trials.
  • Existing designs may not optimally address safety concerns in early-phase trials.

Purpose of the Study:

  • To adapt Simon's two-stage designs for phase II safety studies.
  • To develop a procedure for terminating or continuing safety trials based on adverse event rates.
  • To provide a practical tool for designing two-stage safety trials.

Main Methods:

  • Modification of design parameters from efficacy-focused Simon's designs.
  • Prescribed procedure based on type I/II error rates and first-stage adverse event proportions.
  • Simulation studies to evaluate design properties and relationships with efficacy endpoints.

Main Results:

  • Demonstrated adaptability of Simon's designs for safety endpoints.
  • Established a clear decision-making process for trial continuation or termination.
  • Investigated the interplay between safety and efficacy endpoints in two-stage designs.

Conclusions:

  • Simon's two-stage designs can be effectively repurposed for phase II safety studies.
  • The proposed methodology provides a structured approach to managing adverse events.
  • A free R package (gen2stage) is available to facilitate the implementation of these safety designs.