Browsing NTNU Open by Author "Winnberg, Ingunn Grøntveit"

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    • Forecasting migraine with machine learning based on mobile phone diary and wearable data 

      Stubberud, Anker; Ingvaldsen, Sigrid Hegna; Brenner, Eiliv; Winnberg, Ingunn Grøntveit; Olsen, Alexander; Gravdahl, Gøril Bruvik; Matharu, Manjit Singh; Nachev, Parashkev; Tronvik, Erling Andreas (Peer reviewed; Journal article, 2023)
      Introduction Triggers, premonitory symptoms and physiological changes occur in the preictal migraine phase and may be used in models for forecasting attacks. Machine learning is a promising option for such predictive ...

    • Visual migraine aura iconography: A multicentre, cross-sectional study of individuals with migraine with aura 

      Viana, Michele; Hougaard, Anders; Tronvik, Erling Andreas; Winnberg, Ingunn Grøntveit; Ambrosini, Anna; Perrotta, Armando; Do, Thien Phu; Al-Karagholi, Mohammad Al-Mahdi; Fominykh, Mikhail; Sihabdeen, Shairin; Gobbi, Claudio; Zecca, Chiara (Journal article; Peer reviewed, 2024)
      Introduction Visual disturbances are the most common symptoms of migraine aura. These symptoms can be described systematically by subdividing them into elementary visual symptoms. Since visual symptoms of migraine aura ...