After a decades long period of investigational dormancy, there is renewed interest in employing psychedelics as treatments for mental illness and addiction. The academic journals, journal articles, academic institutions, and countries that have helped sustain clinical psychedelic research and the evolution of the literature on clinical studies of psychedelic compounds have only been minimally investigated. Therefore, in we conducted a bibliometric analysis of clinical studies of 5-methoxy-N, N-dimethyltryptamine (5-MeODMT), ayahuasca, dimethyltryptamine (DMT), lysergic acid diethylamide (LSD), ibogaine, mescaline, 3,4-methylenedioxymethamphetamine (MDMA), and psilocybin published from 1965-2018. Our search revealed 320 articles published across 106 journals. After a nearly quarter century lull between the 1970s and 1990s, publications in this area have resurged over the last two decades and continue on an upward trajectory, with most clinical studies now focusing on LSD, MDMA, and psilocybin. A subanalysis of the ten most cited articles in psychedelic research prior to 2010 and afterwards demonstrated a shift from research on risks of psychedelics, primarily those of MDMA, to research on therapeutic applications, predominantly those of psilocybin. We also conducted network analyses of inter-country collaborations in psychedelic research, which suggested that psychedelic researchers in the United Kingdom have more diverse international collaborations.