Huvudbild för Vitalis 2023
Profilbild för Regulatory AI and data science at the Swedish Medical Products Agency

Regulatory AI and data science at the Swedish Medical Products Agency Har passerat

Tisdag 23 maj 2023 13:30 - 14:00 F1

Föreläsare: Gabriel Westman

Spår: AI

Since 2021, the Swedish Medical Products Agency has been building AI competence and capacity to meet regulatory needs and enable in-house intelligent automation. In this session we present both in house development projects and regularory activities within the EMA network.

To support harmonization of medicinal product information, we have used NLP models for sentence-level semantic clustering of the complete corpus of product information for centrally approved drugs in the EU.

To facilitate assessment of adverse event reports (AER) related to medicinal products, which have increased greatly in number during the covid pandemic, we have developed PhaVAI – a natural language processing model ensemble for AER severity classification.

 A core data science unit including a PhD candidate in applied AI is now a part of the Agency strategic planning for the future.

Ämne

Artificiell intelligens och maskininlärning

Språk

Svenska

Seminarietyp

Förinspelat + På plats

Föreläsningssyfte

Övrigt

Kunskapsnivå

Fördjupning

Målgrupp

Chef/Beslutsfattare
Politiker
Verksamhetsutveckling
Tekniker/IT/Utvecklare
Forskare (även studerande)
Vårdpersonal
Patientorganisationer/Brukarorganisationer

Nyckelord

Exempel från verkligheten (goda/dåliga)
Nytta/effekt
Innovativ/forskning
Test/validering
Information/myndighet

Konferens

Vitalis

Föreläsare

Profilbild för Gabriel Westman

Gabriel Westman Föreläsare

Head of Artificial Intelligence
Swedish Medical Products Agency (Läkemedelsverket)

Infectious disease specialist and associate professor (MD, PhD) with a clinical, scientific and regulatory interest in drug development and regulatory science. Also have a MSc in Engineering (Chemistry/Pharmaceuticals) with experience in bioinformatics, AI and big data applications. Currently building regulatory AI/data science capacity and competence at the Swedish Medical Products Agency, exploring use of real world data and hoping for a better and data-driven world.