Prediction of craving across studies
A commentary on conceptual and methodological considerations when using data-driven methods
Bibliographic Data
| ID | 21882059 |
|---|---|
| Authors | Stephanie Antons (0000-0003-3187-968X, Erwin L. Hahn Institute for Magnetic Resonance Imaging), Sarah W Yip (0000-0003-2293-2864, Yale University), Cheryl M Lacadie (0009-0006-3130-4156, Yale University), Javid Dadashkarimi (0000-0002-1905-547X, Harvard University), Dustin Scheinost (0000-0002-6301-1167, Yale University), Matthias Brand (0000-0002-4831-9542, Erwin L. Hahn Institute for Magnetic Resonance Imaging), Marc N Potenza (0000-0002-6323-1354, Yale University) |
| Year | 2024 |
| Volume | 13 |
| Issue | 3 |
| Pages | 695-701 |
| Publication date | 2024-10-04 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Behavioral Addictions (JOURNAL) |
| Journal identifiers | ISSN: 2062-5871 • E-ISSN: 2063-5303 |
| Publisher | Akademiai Kiado Zrt. (PUBLISHER • HU) |
| DOI | 10.1556/2006.2024.00050 |
| PMID | 39356557 |
| OpenAlex | W4403113350 |
| Language | EN |
| Citations received | 1 |
| References cited | 4 |
Craving is a central feature of substance use disorders and disorders due to addictive behaviors. Considerable research has investigated neural mechanisms involved in the development and processing of craving. Recently, connectome-based predictive modeling, a data-driven method, has been used in four studies aiming to predict craving related to substance use, addictive behaviors, and food. Studies differed in methods, samples, and conceptualizations of craving. Within the commentary we aim to compare, contrast and consolidate findings across studies by considering conceptual and methodological features of the studies. We derive a theoretical model on the functional connectivity-craving relationships across studies
Addiction · Cognitive psychology · Craving · Psychiatry · Clinical Psychology · Mental Health Research Topics · Mental Health via Writing · Psychology · Substance Abuse Treatment and Outcomes
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Journal of Behavioral Addictions
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |