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The American Journal of Drug and Alcohol Abuse
Encompassing All Addictive Disorders
Volume 47, 2021 - Issue 4
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Original Articles

Predicting changes in substance use following psychedelic experiences: natural language processing of psychedelic session narratives

David J. Coxa Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA;b Department of Data & Analytics, Behavioral Health Center of Excellence, Los Angeles, California, USAORCID Iconhttps://orcid.org/0000-0003-4376-2104View further author information
ORCID Icon,
Albert Garcia-Romeua Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USAORCID Iconhttps://orcid.org/0000-0003-2182-1644View further author information
ORCID Icon &
Matthew W. Johnsona Behavioral Pharmacology Research Unit, Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USACorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-7068-0513View further author information
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Pages 444-454 | Received 03 Oct 2020, Accepted 26 Mar 2021, Published online: 05 Jun 2021

Citations (13)

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Read on this site (2)

Andrew Peterson, Emily A. Largent, Holly Fernandez Lynch, Jason Karlawish & Dominic Sisti. (2023) Journeying to Ixtlan: Ethics of Psychedelic Medicine and Research for Alzheimer’s Disease and Related Dementias. AJOB Neuroscience 14:2, pages 107-123.
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Marija Franka Žuljević, Antonija Mijatović, Stjepan Ljudevit Marušić, Gunnar Kudrjavets, Ivan Buljan & Darko Hren. Mystical and Affective Aspects of Psychedelic Use in a Naturalistic Setting: A Linguistic Analysis of Online Experience Reports. Journal of Psychoactive Drugs 0:0, pages 1-13.
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Articles from other publishers (11)

David J. Cox & Adrienne M. Jennings. (2023) The Promises and Possibilities of Artificial Intelligence in the Delivery of Behavior Analytic Services. Behavior Analysis in Practice 17:1, pages 123-136.
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Ron Shore. (2023) Psychedelics for military and Veteran communities? Research, practice, and policy considerations. Journal of Military, Veteran and Family Health 9:5, pages 1-12.
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Angela N. Phan & Garth E. Terry. (2023) Systematic review and rationale of using psychedelics in the treatment of cannabis use disorder. Frontiers in Psychiatry 14.
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Paulo Branco, Sara Berger, Taha Abdullah, Etienne Vachon-Presseau, Guillermo Cecchi & A. Vania Apkarian. (2023) Predicting placebo analgesia in patients with chronic pain using natural language processing: a preliminary validation study. Pain 164:5, pages 1078-1086.
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Jacob Sosine & David J. Cox. (2023) Identifying Trends in the Open-Access Behavior Analytic Literature via Computational Analyses (I): Simple Descriptions of Text. The Analysis of Verbal Behavior.
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Vasiliki Baroutsou, Rodrigo Cerqueira Gonzalez Pena, Reka Schweighoffer, Maria Caiata-Zufferey, Sue Kim, Sharlene Hesse-Biber, Florina M Ciorba, Gerhard Lauer & Maria Katapodi. (2023) Predicting Openness of Communication in Families With Hereditary Breast and Ovarian Cancer Syndrome: Natural Language Processing Analysis. JMIR Formative Research 7, pages e38399.
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David J. Cox, Asim Javed, Jacob Sosine, Clara Cordeiro & Javier Sotomayor. 2023. Applied Behavior Analysis Advanced Guidebook. Applied Behavior Analysis Advanced Guidebook 217 245 .
Javier Calleja‐Conde, Jose Angel Morales‐García, Víctor Echeverry‐Alzate, Kora Mareen Bühler, Elena Giné & Jose Antonio López‐Moreno. (2022) Classic psychedelics and alcohol use disorders: A systematic review of human and animal studies. Addiction Biology 27:6.
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Camila Sanz, Federico Cavanna, Stephanie Muller, Laura de la Fuente, Federico Zamberlan, Matías Palmucci, Lucie Janeckova, Martin Kuchar, Facundo Carrillo, Adolfo M. García, Carla Pallavicini & Enzo Tagliazucchi. (2022) Natural language signatures of psilocybin microdosing. Psychopharmacology 239:9, pages 2841-2852.
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Enzo Tagliazucchi. (2022) Language as a Window Into the Altered State of Consciousness Elicited by Psychedelic Drugs. Frontiers in Pharmacology 13.
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Adrian Hase, Max Erdmann, Verena Limbach & Gregor Hasler. (2022) Analysis of recreational psychedelic substance use experiences classified by substance. Psychopharmacology 239:2, pages 643-659.
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