WellXplain: Wellness concept extraction and classification in Reddit posts for mental health analysis

M Garg - Knowledge-Based Systems, 2024 - Elsevier
Amid the ongoing mental health crisis, there is an increasing need to discern possible signs
of mental disturbance manifested in social media text. During in-person therapy sessions …

Improving Clinical Decision Making with a Two-Stage Recommender System

S Raza, C Ding - IEEE/ACM Transactions on Computational …, 2023 - ieeexplore.ieee.org
Clinical decision-making is complex and time-intensive. To help in this effort, clinical
recommender systems (RS) have been designed to facilitate healthcare practitioners with …

ED-Filter: Dynamic Feature Filtering for Eating Disorder Classification

M Naseriparsa, S Sukunesan, Z Cai, O Alfarraj… - arxiv preprint arxiv …, 2025 - arxiv.org
Eating disorders (ED) are critical psychiatric problems that have alarmed the mental health
community. Mental health professionals are increasingly recognizing the utility of data …

" I Been Taking Adderall Mixing it With Lean, Hope I Don't Wake Up Out My Sleep": Harnessing Twitter to Understand Nonmedical Prescription Stimulant Use among …

JL Webster, S Lakamana, Y Ge, A Sarker - medRxiv, 2024 - medrxiv.org
Black women and men outpace other races for stimulant-involved overdose mortality despite
lower lifetime use. Growth in mortality from prescription stimulant medications is increasing …

Analyzing the Influence of Fake News in the 2024 Elections: A Comprehensive Dataset

M Rahman, S Raza - arxiv preprint arxiv:2312.03750, 2023 - arxiv.org
Despite increasing awareness and research around fake news, there is still a significant
need for datasets that specifically target racial slurs and biases within North American …

Which Social Media Platforms Provide the Most Informative Data for Monitoring the Opioid Crisis?

KA Carpenter, AT Nguyen, DA Smith, IA Samori… - medRxiv, 2024 - medrxiv.org
ABSTRACT Background and Aims Social media can provide real-time insight into trends in
substance use, addiction, and recovery. Prior studies have leveraged data from platforms …

Insights into the Experiences of Persons with Substance Use Disorders During COVID-19 Lockdown in Lagos, Nigeria: A Qualitative Investigation

SO Adejoh, P Osazuwa… - … Use: Research and …, 2024 - journals.sagepub.com
Objective: This study investigated the impact of COVID-19 lockdown on the consumption of
illicit drugs among Persons with Substance Use Disorders in Lagos, Nigeria. Methods …

[PDF][PDF] Medical Prescription using NLP Approaches: A

DGE Kin, M Raheem… - Journal of Applied …, 2024 - jati.sites.apiit.edu.my
Natural Language Processing (NLP) is revolutionizing medical prescription technology
within the healthcare industry. This research endeavors to underscore the pivotal role of …

[PDF][PDF] Reclaiming the Narrative: Digital Recovery, AI & Mitigating Harm in Social Media Workshop at ICWSM 2024

R Rezapour, L Bouzoubaa, SR Wilson - 2024 - researchgate.net
This workshop explored the role of digital narratives on social media and their use or impact
on recovery and healing processes. By integrating expertise from psychology, health, social …