eanCast: Weekly Neurology

Moderator: Georg Starke (Munich, Germany)

Guest: Giulia Di Rauso (New York, USA)

In this episode, Georg Starke speaks with Giulia Di Rauso about trustworthiness and the use of artificial intelligence in neurological research and clinical practice. They discuss explainability, data quality, interpretability, and human oversight in AI systems, highlighting key considerations for responsible integration of AI tools into neurology and the importance of maintaining clinical judgement.

Moderator: Maria Chiara Malaguti (Rovereto, Italy)

Guest: Gary Leeming (Liverpool, UK)

In this episode, Maria Chiara Malaguti and Gary Leeming discuss the evolving role of artificial intelligence in neurology. Aimed at clinical neurologists, the conversation explores how AI may support clinical practice, while also addressing its limitations, ethical implications, and the need for human oversight. As AI becomes increasingly embedded in healthcare, neurologists will need to develop a solid understanding of these tools in order to use them critically, guide their implementation, and remain in control of clinical decision-making.

Moderator: Raphael Bernard-Valnet (Lausanne, Switzerland)

Guest: Roland Wiest (Bern, Switzerland) and Monica Moroni (Trento, Italy)

In this episode, Raphael Bernard-Valnet speaks with Roland Wiest and Monica Moroni about the fundamentals of artificial intelligence in clinical neurology and its practical implications for neurologists. They discuss key applications such as imaging analysis, diagnostic and decision-support tools, and emerging use in wearables, while addressing interpretability, standardisation, and current barriers to routine clinical implementation.

Moderator: Kirsten R. Müller-Vahl (Hanover, Germany)

Guest: Natalia Szejko (Warsaw, Poland) and Anna Dunalska (Warsaw, Poland)

In this episode, Kirsten R. Müller-Vahl speaks with Natalia Szejko and Anna Dunalska about functional neurological disorders and the influence of social media. They discuss common clinical presentations, challenges in diagnosis based on positive signs, and the impact of online information on symptom expression, patient expectations, and clinical management, with implications for contemporary neurological practice.

Moderator: Selma Aybek (Fribourg, Switzerland)

Guests: Gabriela Gilmour (Calgary, Canada) and Katarzyna Śmiłowska (Sosnowiec, Poland)

In this episode, Selma Aybek speaks with Gabriela Gilmour and Katarzyna Śmiłowska about the overlap between functional neurological disorders and movement disorders. They discuss key diagnostic principles based on positive clinical signs, mechanisms underlying co-occurrence, and practical challenges in distinguishing functional symptoms from conditions such as Parkinson’s disease, with implications for accurate diagnosis and management in neurological practice.