All talks & lectures
Invited lecture ·
Artificial intelligence in healthcare
A broad introduction to medical AI, from imaging and protein structure to multimodal models, wearables and fairness.
Cardiff Inspiring Research Student Congress · Cardiff, UK
- Delivered
- Event
- Cardiff Inspiring Research Student Congress
- Place
- Cardiff, UK
- Format
- Invited lecture
- Source deck
- 33 slides
From the slides
Deck notes
This student-congress lecture introduced artificial intelligence through concrete healthcare applications. It ranged from imaging and disease progression to protein structure, multimodal models and wearable measurements.
The question
Where is AI already changing healthcare, and what must be checked before those systems are trusted?
Deck outline
- What artificial intelligence means in healthcare
- Imaging patterns and disease progression
- Data-driven multiple sclerosis subtypes
- Protein structure and foundation models
- Multimodal medical models and wearable measures
- Algorithmic bias and unequal performance
Take-away
Medical AI is most convincing when it answers a defined clinical question and is evaluated across the people and settings it is intended to serve.