Dr Brett Lidbury | Rethinking Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Using Machine Learning

Jun 14, 2022 | health and medicine, trending

Original Article Reference

This SciPod is a summary of the paper ‘Rethinking ME/CFS Diagnostic Reference Intervals via Machine Learning, and the Utility of Activin B for Defining Symptom Severity’, from the journal Diagnostics. DOI: https://doi.org/10.3390/diagnostics9030079

About this episode

Dr Brett Lidbury from the Australian National University worked with colleagues to utilise machine learning techniques in a new strategy to identify biomarkers that could be used to help diagnose myalgic encephalomyelitis/chronic fatigue syndrome in patients. Their work represents a significant step forward in understanding, diagnosing and treating this challenging condition, particularly in relation to pathology, the results of which form a routine but important part of general health assessment.

 

 

 

This work is licensed under a Creative Commons Attribution 4.0 International LicenseCreative Commons License

What does this mean?

Share: You can copy and redistribute the material in any medium or format

Adapt: You can change, and build upon the material for any purpose, even commercially.

Credit: You must give appropriate credit, provide a link to the license, and indicate if changes were made.

More episodes

Dr. Serena Kuang | Inside the Kidney’s ‘Countercurrent’ Mystery: A New Model for Teaching and Studying Water Balance

Dr. Serena Kuang | Inside the Kidney’s ‘Countercurrent’ Mystery: A New Model for Teaching and Studying Water Balance

Our kidneys filter blood to remove waste and can regulate water balance. We’ve all experienced that when we’re thirsty urine becomes concentrated, signalling us to drink more water. When we drink excess water, we urinate more frequently, and the urine is diluted. The kidneys’ ability to concentrate or dilute urine according to our body’s need relies on countercurrent multiplication (or CCM), a complex process that generates a salt concentration gradient in the kidney. However, CCM is challenging to teach and understand. Dr. Serena Kuang, a researcher and educator at Oakland University William Beaumont School of Medicine, has developed a more understandable CCM model and clears up errors in existing explanations making CCM easier to understand and teach.

Dr Neil Cunnigham | The Heart of the Matter: How Simulation Reflects Clinical Stress in Critical Care Training

Dr Neil Cunnigham | The Heart of the Matter: How Simulation Reflects Clinical Stress in Critical Care Training

In the high-stakes world of critical care, medical professionals are frequently called upon to perform life-saving procedures under intense pressure. Among these, airway intubation stands out as one of the most critical and technically demanding tasks. This procedure, which involves inserting a tube into a patient’s airway to ensure that they can breathe, is often performed in emergency situations where seconds count. The ability to intubate swiftly and accurately can mean the difference between life and death. However, this task is also fraught with stress, particularly for trainees who are still developing their skills. To better understand how these trainees cope with the stress of intubation, Dr Neil Cunningham of the University of Melbourne and colleagues conducted a groundbreaking study comparing physiological stress responses in simulated and clinical environments. Their findings offer valuable insights into the effectiveness of simulation-based training, which has become a cornerstone of medical education.

Dr. Ivy Razmus | Reducing Pressure Injuries in Hospitalized Children and Babies

Dr. Ivy Razmus | Reducing Pressure Injuries in Hospitalized Children and Babies

The development of pressure injuries in hospital patients is a regular occurrence, and certain areas of the body are more susceptible. Although there is abundant research on pressure injuries in adult patients, studies relating to infant and child patients are lacking. Dr. Ivy Razmus at the University of Detroit Mercy has conducted extensive research on the prevention of pressure injuries in patients under the age of 12 years. She highlights the crucial role of advanced practice nurses in managing this widespread problem.

Pulque: The Ancient Drink That Could Shape the Future of Health

Pulque: The Ancient Drink That Could Shape the Future of Health

Pulque, an ancient Mexican beverage, is making waves in the scientific community—not just as a cultural relic, but as a potential health-boosting powerhouse. A team of researchers, including Prof. Rogelio Valadez-Blanco, Dr. Yesica Ruiz-Ramírez, and Prof. Paula Guadarrama-Mendoza, from Universidad Tecnológica de La Mixteca, has been investigating the hidden potential of the bacteria found in this traditional drink. Their findings suggest that pulque’s naturally occurring lactic acid bacteria could play a key role in promoting gut health and even combating harmful pathogens that cause foodborne illnesses.

Increase the impact of your research

• Good science communication helps people make informed decisions and motivates them to take appropriate and affirmative action.
• Good science communication encourages everyday people to be scientifically literate so that they can analyse the integrity and legitimacy of information.
• Good science communication encourages people into STEM-related fields of study and employment.
• Good public science communication fosters a community around research that includes both members of the public, policymakers and scientists.
• In a recent survey, 75% of people suggested they would prefer to listen to an interesting story than read it.

Step 1 Upload your science paper

Step 2 SciPod script written

Step 3 Voice audio recorded

Step 4 SciPod published