The goal of this clinical trial is to learn about the effects of the combination of ketamine and realtime functional magnetic resonance imaging (fMRI) neurofeedback training on the treatment of individuals with alcohol use disorder (AUD). The main questions the investigators aim to answer are: * Can the investigators observe a positive, significant therapeutic effect by comparing changes in alcohol use via i) mean alcohol use per day, ii) heavy drinking days one month after the last treatment intervention? * Are changes in glutamatergic neurotransmission in the nucleus accumbens related to cue-induced cravings in individuals with AUD? * Is there a significant, ketamine-dependent change in glutamate levels in the nucleus accumbens? Participants will be given ketamine or placebo and real-time fMRI neurofeedback (rt-fMRI NFT) or sham rt-fMRI NFT. The investigators will compare three intervention groups to investigate the effects of the stand-alone effects as well as potential synergies between the combination of pharmacological and non-pharmacological intervention.
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Change in mean alcohol use per day
Timeframe: Starting immediately after the intervention visit 2 and ending 4 weeks later (integration visit).
Change in heavy drinking days
Timeframe: Starting immediately after the intervention visit 2 and ending 4 weeks later (integration visit).