{"podcast":{"title":"The Vet Vault: Veterinary Career, Clinical Skills & Wellbeing","slug":"the-vet-vault-veterinary-career-clinical-skills-wellbeing-1167897","podcast_index_feed_id":1167897,"rss_url":"https://anchor.fm/s/8c8569c/podcast/rss","website_url":"https://thevetvault.com","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/1373471/1373471-1697184068312-2b9e48275c5c3.jpg","author":"Dr. Hubert Hiemstra","episode_count":207,"summary":"The Vet Vault is a veterinary podcast for vets and vet students covering career growth, clinical medicine, leadership, and mental health and wellbeing across the veterinary profession. Vet life can be tough, but it's also good - so how do we make it even better? Host Dr Hubert Hiemstra brings honest, curious, occasionally irreverent conversations with the people making vet med better. Clinical CPD, careers, wellbeing, and the tech changing how we practise. Come fall back in love with veterinary science. Find show notes, clinical CE and the newsletter at thevetvault.com.","last_synced_at":"2026-07-03T18:19:53.649564+00:00","page_url":"https://stenobird.com/podcast/the-vet-vault-veterinary-career-clinical-skills-wellbeing-1167897"},"episode":{"title":"149: AI Radiology for Vets: How Accurate Are Todays Tools Really? With Dr Steve Joslyn","slug":"149-ai-radiology-for-vets-how-accurate-are-todays-tools-really-with-dr-steve-joslyn","published_at":"2025-11-13T20:00:00+00:00","page_url":"https://stenobird.com/podcast/the-vet-vault-veterinary-career-clinical-skills-wellbeing-1167897/149-ai-radiology-for-vets-how-accurate-are-todays-tools-really-with-dr-steve-joslyn","show_page_url":"https://stenobird.com/podcast/the-vet-vault-veterinary-career-clinical-skills-wellbeing-1167897","url":"https://podcasters.spotify.com/pod/show/vet-vault/episodes/149-AI-Radiology-for-Vets-How-Accurate-Are-Todays-Tools-Really--With-Dr-Steve-Joslyn-e3ate4j","audio_url":"https://anchor.fm/s/8c8569c/podcast/play/111113811/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-10-13%2F60cb6d63-f1d6-cd33-9a27-5555eb24c935.mp3","summary":"We scrutinise one of the most practical yet under‑examined advances in veterinary practice: AI‑based radiology interpretation tools. I sit down with veterinary radiologist and Vedi entrepreneur Dr Steve Joslyn to unpack the rise of AI-powered radiology tools in general practice. But this isn’t just opinion: Steve reveals the findings from his team’s recent study that put 6 commercially available AI radiology softwares in the spotlight - or up on the light box - to assess whether they deliver on what they promise. From how these systems are trained, to where they shine (and where they fail), this conversation gives a no-nonsense look at what AI can actually do for your diagnostic imaging workflow. What You’ll Learn: How these tools are built : Neural networks, down-sampling, and the truth behind “ground truth”. The data dilemma : Why most AI tools perform best in theory, not in general practice. Where they fall short : From image quality issues to breed bias and external validation gaps. New accuracy data : Insights from Dr Joslyn’s pilot study comparing six commercial AI tools. A decision-making playbook : When to trust AI, when to double-check, and when to avoid it entirely. Ethics and workflow impact : Who’s responsible? What do you tell clients? Can AI triage be trusted? How to stay future-ready : What’s coming next – and how to adapt without compromising care. 🎧 Listen now for the tools to ask better questions about AI in your clinic. Find out how we can help you build you in your vet career at ⁠thevetvault.com⁠ . Check out our Advanced Surgery Podcast at ⁠⁠⁠⁠⁠⁠⁠cutabove.supercast.com⁠⁠⁠⁠⁠⁠⁠ . Get case support from our team of specialists in our ⁠⁠⁠⁠⁠⁠⁠Specialist Support Space⁠⁠⁠⁠⁠⁠⁠ . ⁠Subscribe to our weekly newsletter⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠ fo…","meta_description":"We scrutinise one of the most practical yet under‑examined advances in veterinary practice: AI‑based radiology interpretation tools. I sit down with veter…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3297,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-vet-vault-veterinary-career-clinical-skills-wellbeing-1167897/episodes/149-ai-radiology-for-vets-how-accurate-are-todays-tools-really-with-dr-steve-joslyn/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-vet-vault-veterinary-career-clinical-skills-wellbeing-1167897/149-ai-radiology-for-vets-how-accurate-are-todays-tools-really-with-dr-steve-joslyn.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}