A deep learning model for prognosis prediction after intracranial hemorrhage.
Amaia Pérez Del BarrioAnna Salut Esteve DomínguezPablo Menéndez Fernández-MirandaPablo Sanz BellónDavid Rodríguez GonzálezLara Lloret IglesiasEnrique Marqués FraguelaAndrés A González MandlyJosé A VegaPublished in: Journal of neuroimaging : official journal of the American Society of Neuroimaging (2022)
The proposed hybrid model was able to accurately classify patients into good and poor prognosis. To the best of our knowledge, this is the first ICH prognosis prediction deep learning model. We concluded that deep learning can be applied for prognosis prediction in ICH that could have a great impact on clinical decision-making. Further, hybrid inputs could be a promising technique for deep learning in medical imaging.