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Related Concept Videos

Sleep Apnea01:21

Sleep Apnea

409
Sleep apnea is a condition where breathing stops intermittently during sleep, often leading to significant health issues. Each episode can last from 10 to 20 seconds or more and is frequently accompanied by a brief arousal from sleep. This disturbance, largely unnoticed by the individual, can lead to severe daytime fatigue. Commonly, individuals seek help after being informed by their partners about loud snoring and noticeable breathing pauses during sleep.
The condition is more prevalent among...
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Blind Procedures02:07

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Ideally, the people who observe and record the children’s behavior are unaware of who was assigned to the experimental or control group, in order to control for experimenter bias. Experimenter bias refers to the possibility that a researcher’s expectations might skew the results of the study. Remember, conducting an experiment requires a lot of planning, and the people involved in the research project have a vested interest in supporting their hypotheses. If the observers knew which...
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Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs01:15

Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs

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Body:Bioequivalence experimental study designs play a pivotal role in testing the effectiveness of various treatments. Key among these are the repeated measures, cross-over, carry-over, and Latin square designs. In the repeated measures design, each subject receives all treatments, allowing for temporal comparisons. This type of design is useful in reducing variability but requires careful planning to avoid bias.The cross-over design, an economical method, involves sequential administration of...
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Mechanical Ventilation III: Noninvasive Ventilation01:23

Mechanical Ventilation III: Noninvasive Ventilation

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Noninvasive positive-pressure ventilation (NIPPV), continuous positive airway pressure (CPAP), and bilevel positive airway pressure (BiPAP) are essential methods in respiratory care. These ventilation techniques offer unique benefits for patients with various respiratory conditions, providing adequate support without requiring intubation. Let's explore how each method is crucial in improving patient outcomes and enhancing respiratory therapy.
Noninvasive Positive-Pressure Ventilation...
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Special considerations while measuring oxygen saturation01:19

Special considerations while measuring oxygen saturation

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Assessing respiratory rate concurrently with pulse measurement is fundamental to patient care, providing valuable insights into the patient's respiratory function. The normal breathing rate for an adult usually falls within a normal range of 12 to 20 breaths per minute. Abnormal respiratory rates can signal underlying health conditions or the need for immediate intervention.
Ensuring accuracy in vital sign recordings while prioritizing patient comfort and minimizing anxiety is...
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Updated: Dec 29, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
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Study design considerations for sleep-disordered breathing devices.

Eric A Mann1, Srinivas Nandkumar1, Nancy Addy2

  • 1Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland.

Journal of Clinical Sleep Medicine : JCSM : Official Publication of the American Academy of Sleep Medicine
|January 30, 2020
PubMed
Summary
This summary is machine-generated.

Sleep-disordered breathing (SDB) is common and under-diagnosed. A public workshop convened experts to discuss clinical trial designs for innovative SDB diagnostic and therapeutic devices.

Keywords:
clinical trialpolysomnographysleep apnea syndromes

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Area of Science:

  • Sleep Medicine
  • Medical Device Technology
  • Clinical Investigations

Background:

  • Sleep-disordered breathing (SDB) is a prevalent yet under-diagnosed condition in adults.
  • There is a growing need for advanced diagnostic and therapeutic options for SDB.
  • The US Food and Drug Administration (FDA) recognized the need to foster innovation in SDB medical devices.

Purpose of the Study:

  • To facilitate the development and availability of safe and effective SDB medical device technologies in the US.
  • To address challenges in the clinical investigation of SDB devices.
  • To foster collaboration between regulatory bodies, professional societies, and patient advocacy groups.

Main Methods:

  • A public workshop was convened by the FDA in collaboration with six SDB professional societies and a consumer advocacy organization.
  • Sleep medicine experts from various specialties participated in discussions.
  • Key topics included definitions, diagnostic methods (home sleep testing vs. polysomnography), clinical trial design, and digital health trends.

Main Results:

  • Discussions provided valuable insights into clinical trial designs for SDB devices.
  • Expert consensus was sought on terminology and diagnostic approaches.
  • Future trends in digital health for SDB diagnosis and monitoring were explored.

Conclusions:

  • Collaboration between stakeholders is crucial for advancing SDB device innovation.
  • Standardized approaches to clinical trials are needed for SDB devices.
  • Continued research and development in SDB diagnostics and therapeutics are essential.