Explore the Pomegranate Health Podcast library
Browse all episodes below, starting with the most recent releases.
Latest episodes
Ep100: Conversations with ChatGPT
Natural language processor models could save hours of time spent writing clinical notes and searching through preexisting ones. But there are problematic aspects to networks on the scale of the astounding ChatGPT.
Ep97: The governance of AI
The inexplainability of deep learning models creates discomfort for some clinicians and regulators. But AI-based clinical interventions can still be tested to the standards of evidence-based medicine we are accustomed to.
Ep96: The ergonomics of AI
AI-assisted medicine can help overcome some of the natural limits of human cognition. But it all depends on how seamlessly the machine learning devices fit in with decision-making in the clinical workflow.
Ep95: Machine Learning 101
Artificial intelligence can help interpretation of diagnostic images and perform very nuanced risk stratification based on medical records. But machine learning algorithms must be trained on good quality data to avoid error and bias from being introduced.
Ep92: Data-driven practice improvement
The field known as Practice Analytics seeks to provide clinicians with a bird’s eye view of their case load and performance. This can draw attention to cases that stood out from the trend and help reflection and practice improvement.
[IMJ On-Air] Making sense of HACs
Hospital-acquired complications are assumed to be preventable and to provide some metric of quality of care. But HACs may be more strongly associated with patient-related factors than they are with deviation from best practice.
Ep72: Modelling a Pandemic—Congress 2021
The COVID-19 pandemic has shown how hard it is to take decisions affecting the lives of millions when there is so little evidence to go on. Models of viral spread and interventions to mitigate these have become everyday discussion points, but few people understand how hard these are to put together.
Ep54: My Health Record in Practice
Australia’s personal health record has been around for seven years, but it’s been hard getting health providers to upload data the MyHealth Record routinely. The uptake differs wildly between primary, secondary and tertiary care, so in this podcast we visit each of these settings and hear what the different expectations are of this new tool, what are the benefits gained, and how well it fits into the workflow of a consultation.