Using explainable machine learning to elucidate social and neurobehavioral risk factors linked to nonmedicinal opioid use in young adults
Scientific Reports - Using explainable machine learning to elucidate social and neurobehavioral risk factors linked to nonmedicinal opioid use in young adults
We used machine learning to rank which social and neurobehavioral risk factors are linked to non-prescribed opioid use in young adults - the top ranked psychological variable predicting opioid use was higher loneliness! rdcu.be/eXFB8
with @andreammax.bsky.social
See you at @acnporg.bsky.social
05.01.2026 16:14 β π 5 π 1 π¬ 0 π 0
Broadly, we found that positive social relationships are particularly protective for women against alcohol misuse, with prelim evidence suggesting that dysregulated orbitofrontal cortex reactivity may be particularly impactful for men.
www.proquest.com/openview/05e...
07.11.2025 18:07 β π 1 π 1 π¬ 0 π 0
Great study by my grad student @andreammax.bsky.social on the complexity of sex/gender differences in Alcohol Use Disorder! #addiction #research
08.11.2025 01:01 β π 3 π 0 π¬ 0 π 0
Neuroscientist by day, flow artist/DJ by night
Associate Professor @ ISMMS
Director, Center for Computational Psychiatry
Psychologist & neuroscientist using computational models, neuroimaging, & EMA to study learning, decision-making, & control in eating pathology & related conditions
Founder & CEO of Alto Neuroscience (NYSE: $ANRO). Pioneering #PrecisionPsychiatry. MD neuroscientist + PhD psychiatrist, Stanford professor.
assistant prof of psychiatry & psychology @ Yale | cognitive neuroscientist studying memories under stress and substance use https://medicine.yale.edu/lab/goldfarb/
Assistant Professor, University of Minnesota
Developmental Neuroscience | Substance Use | Quantitative Methods.
he/him.
Views are my own.
Personal account / opinions are my own.
Senior Investigator, Affective Neuroscience & Pain. (She/her)
Professor in Psychology at Trinity College Dublin. Here for less gross twitter, less boring mastodon. www.gillanlab.com
Neuroscientist (PhD) exploring how the primate π§ learns and decides, while exploiting the consumption of π and π₯―
All posts made in a personal capacity and do not reflect the views of my employer.
Lab website: www.fullcolorbrain.com
SYR/GNV/DC/PDX/ATL
Associate Professor. Director, Division of Risk and Resilience. Stress, addiction, suicide and trauma researcher.
Professor of Computational Psychiatry @UCL. www.acplab.org. CI of RELMED study relmed.bsky.social / relmed.ac.uk.
Interested in data analysis, neuroscience, machine learning
A grassroots movement turned non-profit organization with a mission to diversify the neurosciences by building a community that celebrates and empowers Black scholars and professionals in neuroscience-related fields.
David M. & Tracy S. Holtzman Professor, Neurology @ WashU School of Medicine; precision neuroimaging, network plasticity, BWAS β fMRI, action mode; #neuroscience #neurology #openscience #science
dosenbachlab.wustl.edu
Neural engineer, stealth mode neuro-entrepreneur, interventional psychiatrist, sometimes neuroscientist, dad. Making brains work better.
https://www.tnelab.org
On a sojourn in the Wild West, in passage from this frame to the next. (Also, Prof. of Psychological and Brain Sciences at Dartmouth)
Brain zapping since 2003 | Associate Professor, University of Pennsylvania, Psychiatry | TMS/fMRI, depression, anxiety, PTSD, cognitive neuroscience ππ»ππ΅βοΈ
Cognitive Neuroscientist - Chief of the Computational Decision Neuroscience Unit at NIMH/NIDA - IRP.
Professor, director of neuroscience lab at Rutgers University β neuroimaging, cognitive control, network neuroscience
Writing book βBrain Flows: How Network Dynamics Compose The Human Mindβ for Princeton University Press
https://www.colelab.org
Assistant Professor at the Institute of Neurobiology, UNAM in QuerΓ©taro, MΓ©xico. Substance use disorders research in humans and other animals. Metal head with a splash of goth. Film nerd.