Artificial Intelligence in Medicine (AIM) made significant progresses over the last years. In this position paper we analyse four aspects and research themes that, in our opinion, deserve particular attention and should be taken into account in the next years. All of them require the analysis and solutions of new problems both on the computer science and the medical points of view and we believe that their achievement can provide important advantages for AIM as a whole.
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