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Related Concept Videos

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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Trial and Error and Algorithm01:12

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A problem-solving strategy is a plan of action used to find a solution. Different strategies have distinct action plans. Trial and error involves trying different solutions until one works. For instance, to fix a broken printer, you might check ink levels, ensure the paper tray isn't jammed, and verify the printer's connection to your laptop. This method can be time-consuming but is commonly used. Thomas Edison, for example, used trial and error to find a suitable filament for the light...
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Clinical Trials01:16

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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.
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Statistical Software for Data Analysis and Clinical Trials01:12

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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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Stereotypes, Prejudice, and Discrimination02:55

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Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
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Uncertainty in Measurement: Accuracy and Precision03:37

Uncertainty in Measurement: Accuracy and Precision

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Scientists typically make repeated measurements of a quantity to ensure the quality of their findings and to evaluate both the precision and the accuracy of their results. Measurements are said to be precise if they yield very similar results when repeated in the same manner. A measurement is considered accurate if it yields a result that is very close to the true or the accepted value. Precise values agree with each other; accurate values agree with a true value. 
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Updated: Jan 31, 2026

In Silico Clinical Trials for Cardiovascular Disease
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Myocardial Revascularization Trials.

Marc Ruel1, Volkmar Falk2, Michael E Farkouh3

  • 1University of Ottawa Heart Institute, University of Ottawa, Canada (M.R., D.G.).

Circulation
|December 20, 2018
PubMed
Summary
This summary is machine-generated.

Recent trials comparing percutaneous coronary intervention (PCI) and coronary artery bypass grafting (CABG) for left main disease may overstate PCI's benefits. Careful interpretation of evidence and improved trial design are recommended for future studies.

Keywords:
clinical trials as topiccoronary artery diseasecoronary stenosispercutaneous coronary interventionsurgical procedures, operativetreatment outcomes

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Area of Science:

  • Cardiovascular Medicine
  • Interventional Cardiology
  • Cardiac Surgery

Background:

  • Percutaneous coronary intervention (PCI) and coronary artery bypass grafting (CABG) are primary revascularization strategies for left main and multivessel coronary artery disease.
  • Recent trials have compared the efficacy and safety of PCI versus CABG, yielding complex and sometimes debated results.

Purpose of the Study:

  • To critically review the evidence from recent myocardial revascularization trials comparing PCI and CABG.
  • To analyze potential biases in trial design, patient selection, and endpoint selection that may influence the interpretation of results.
  • To provide recommendations for the cautious interpretation of current evidence and the design of future clinical trials.

Main Methods:

  • Systematic review and critical appraisal of published data from major randomized controlled trials.
  • Analysis of trial methodologies, including patient inclusion/exclusion criteria and outcome definitions.
  • Synthesis of evidence to evaluate the comparative effectiveness of PCI and CABG in specific patient subgroups.

Main Results:

  • The claimed noninferiority of PCI in certain patient groups (e.g., non-diabetic, low anatomic complexity) may be influenced by trial design.
  • Patient selection favoring suitability for PCI and endpoint optimization potentially skewed results favoring PCI over CABG.
  • Evidence suggests CABG may still offer superior long-term outcomes in specific complex patient populations.

Conclusions:

  • A circumspect interpretation of current evidence comparing PCI and CABG is warranted.
  • Future trials should prioritize robust design, unbiased patient selection, and appropriate endpoints to accurately reflect comparative effectiveness.
  • Collaborative efforts in trial design and conduct are essential for advancing knowledge in cardiovascular interventions.