Vidur Mahajan joins host Catherine Glass to explore how imaging AI earns clinician trust. Learn how CARPL.ai bridges the gap between research and practice, ensures transparency, and empowers radiologists to evaluate and deploy AI safely.

Timestamps:
00:00 – Introduction

01:01 – Behind CARPL.ai

03:55 – Addressing scepticism

06:47 – Barriers in AI implementation

09:29 – Ensuring transparency

11:43 – Common challenges

In this rapid-fire episode, Vidur Mahajan answers key questions about AI in radiology, from common misconceptions and bias to real-world performance, productivity tools, and what clinicians should be asking as AI enters daily imaging workflows.

Turning ideas into action, this episode focuses on how social health can be measured, funded, and implemented. Wijedoru discusses social prescribing, training clinicians to recognise disconnection, and simple steps individuals and organisations can take to strengthen social bonds.
Timestamps:
01:18 – Measuring social health
03:45 – Training and infrastructure
06:20 – Social prescribing
09:15 – Everyday actions for connection

How can stories heal? Wijedoru discusses how storytelling helps people feel seen and understood, why it belongs alongside data-driven medicine, and how initiatives like Behind Your Mask foster empathy and connection among healthcare professionals.
Timestamps:
01:05 – Origins of Behind Your Mask
03:30 – Why storytelling works
06:10 – Storytelling in medical culture
08:00 – Tools beyond stories

In this episode, Wijedoru explains what social health really means and why it has been neglected for so long. Drawing on WHO frameworks and global experience, he explores how poor social health affects patients, communities, and healthcare systems, and why prevention must start with connection.
Timestamps:
01:10 – Background
03:27 – Storytelling
05:25 – Social health
10:04 – WHO commission

Lalith Wijedoru answers rapid-fire questions on healthcare culture, loneliness, and emotional wellbeing. From lessons learned in low-resource settings to bold ideas for improving connection in hospitals, this episode introduces social health as a vital but under-recognised pillar of health.

In this final episode, Vallier explores the next steps for liver regeneration research, including stimulating liver regeneration with small molecules and lifestyle factors. He describes AI as a tool that should not be used in the wrong way, before wrapping up the discussion with his predictions for the next 5 years and the introduction of induced pluripotent stem cell clinical trials.

Timestamps:
00:55 – Research beyond organoids

02:01 – Lifestyle factors

03:47 – Research funding

04:13 – AI in biotechnology

05:13 – Future of regenerative medicine

07:04 – Vision for stem cell therapies