A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Filters
Enhanced Word Embedding Variations for the Detection of Substance Abuse and Mental Health Issues on Social Media Writings
2021
IEEE Access
Preserved Fulltext
Substance abuse and mental health issues are severe conditions that affect millions. Signs of certain conditions have been traced on social media through the analysis of posts. ...
We also generate enhanced word embeddings for binary and multi-class classification tasks dedicated to the detection of these types of posts. ...
Her research is focused on the application of computational techniques to address mental health issues on social media. ...
doi:10.1109/access.2021.3112102
fatcat:25wbi6elffburkmhvjwrhijdrm
Extracting social determinants of health from electronic health records using natural language processing: a systematic review
2021
JAMIA Journal of the American Medical Informatics Association
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
Social determinants of health (SDoH) are nonclinical dispositions that impact patient health risks and clinical outcomes. ...
This article presents a systematic review of the state-of-the-art NLP approaches and tools that focus on identifying and extracting SDoH data from unstructured clinical text in EHRs. ...
Greenwald et al 20 created lexicons for housing, financial issues, substance use, social and psychosocial support, substance abuse, and physical abuse from multiple focus group conversations with front-line ...
doi:10.1093/jamia/ocab170
pmid:34613399
pmcid:PMC8633615
fatcat:qvxulgar5bcuhov2xtakcor6le
Text Classification Models for the Automatic Detection of Nonmedical Prescription Medication Use from Social Media
[article]
2020
medRxiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
In this paper, we describe the development and evaluation of automatic text classification models for detecting self-reports of PM abuse from Twitter. ...
Prescription medication (PM) misuse/abuse has emerged as a national crisis in the United States, and social media has been suggested as a potential resource for performing active monitoring. ...
The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH. ...
doi:10.1101/2020.04.13.20064089
fatcat:iei7ywd3lzc3dejklcyhfrvoty
Text classification models for the automatic detection of nonmedical prescription medication use from social media
2021
BMC Medical Informatics and Decision Making
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
In this paper, we describe the development and evaluation of automatic text classification models for detecting self-reports of PM abuse from Twitter. ...
Background Prescription medication (PM) misuse/abuse has emerged as a national crisis in the United States, and social media has been suggested as a potential resource for performing active monitoring. ...
Related work Recent efforts for the analysis of social media text for studying PM and drug abuse can be categorized into three groups on the basis of the methodology employed: (i) manual analysis; (ii) ...
doi:10.1186/s12911-021-01394-0
pmid:33499852
fatcat:peoffb3hojbi5chkzkvt2klcjy
Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention
2019
The World Wide Web Conference on - WWW '19
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
A report by Substance Abuse and Mental Health Services Administration (SAMHSA) shows that 80% of the patients suffering from Borderline Personality Disorder (BPD) have suicidal behavior, 5-10% of whom ...
Mental health illness such as depression is a significant risk factor for suicide ideation, behaviors, and attempts. ...
ACKNOWLEDGEMENT We acknowledge partial support from the National Science Foundation (NSF) award CNS-1513721: "Context-Aware Harassment Detection on Social Media", National Institutes of Health (NIH) award ...
doi:10.1145/3308558.3313698
dblp:conf/www/GaurASKTKSWP19
fatcat:gzptoqtwk5gfzliztvzufipis4
Mining social media data for biomedical signals and health-related behavior
[article]
2020
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Here we review recent work in mining social media for biomedical, epidemiological, and social phenomena information relevant to the multilevel complexity of human health. ...
We pay particular attention to topics where social media data analysis has shown the most progress, including pharmacovigilance, sentiment analysis especially for mental health, and other areas. ...
The authors would like to thank Deborah Rocha for editing this review and Marijn ten ...
arXiv:2001.10285v1
fatcat:rbpjmvltkjderdrbzz4midfxey
The Biological Embedding of Child Abuse and Neglect: Implications for Policy and Practice and commentaries
2014
Social Policy Report
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
The authors of this SPR issue remind us of the long-term and detrimental consequences of children who are not protected from abuse and neglect, particularly the impact on brain and behavioral development ...
Researchers have long recognized that maltreatment has adverse effects on children's mental health and academic achievement. ...
Social Policy Report V28 #1
13
The Biological Embedding of Child Abuse and Neglect:
Implications for Policy and Practice
The Biological Embedding of Child Abuse and Neglect:
Implications for Policy ...
doi:10.1002/j.2379-3988.2014.tb00078.x
fatcat:etq3maa5vfc3bh5yb64xovqlty
Exploring the Association Between the "Big Five" Personality Traits and Fatal Opioid Overdose: County-Level Empirical Analysis
2021
JMIR Mental Health
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
for using social media data to glean these psychological factors in a real-time, reliable, and scalable manner. ...
Although addressing addiction-the heart of this problem-ought to remain a priority for health practitioners, examining the community-level psychological factors with a known impact on health behaviors ...
and response), social media surveillance offers quicker detection and response [22] . ...
doi:10.2196/24939
pmid:33683210
pmcid:PMC7985797
fatcat:4yjhj7elfnghtjmftm3jryvoaq
Lightme: Analysing Language in Internet Support Groups for Mental Health
[article]
2020
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Other Versions
Methods: Natural Language Processing and Machine Learning technologies were used to build a triage post classifier using a dataset from Reachout mental health forum for young people. ...
Results: When comparing with the state-of-the-art, a solution mainly based on features from lexical resources, received the best classification performance for the crisis posts (52%), which is the most ...
Similarly, the use of TF-IDF showed comparative results to triage text classifiers for Twitter [32] , and an online support forum for substance abuse [21] . ...
arXiv:2007.00824v2
fatcat:g3e6x6e23nggjdvrcg22mosvvi
The Intersection of Intimate Partner Violence and Traumatic Brain Injury: A Call for Interdisciplinary Research
2016
Journal of Family Violence
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
To that end, we consider the relationship between IPV and TBI; the difficulty in detecting and measuring the IPV-related TBI and ethical concerns that may arise when addressing this issue. ...
However, most scholars and practitioners working on the problem of IPV have not examined how TBI could be related to their familiar subject of study. ...
and controlling behaviour on the part of the abuser" (World Health Organization 2012, p. 1). ...
doi:10.1007/s10896-016-9854-7
fatcat:rwxtql2uubhehpcav34x4jtn3i
Teens engaged in collaborative health: The feasibility and acceptability of an online skill-building intervention for adolescents at risk for depression
2017
Internet Interventions
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
There is an ongoing need for effective and accessible preventive interventions for adolescent depression and substance abuse. ...
Results: The program attracted and retained users primarily from social media and was used frequently by many of the participants (system login M = 25.62, SD = 16.58). ...
Acknowledgements This project was supported by the National Institutes of Health (P20 MH090318). ...
doi:10.1016/j.invent.2017.02.003
pmid:28584734
pmcid:PMC5456272
fatcat:oorzpdyqtfbndddn7ux3o3ckem
Substance Use Disorders in the U.S. Armed Forces
2015
Military medicine
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Preface Substance abuse has long been an issue of concern for the U.S. population and for its military in particular. Dating as far back as the Revolutionary War, Dr. ...
Press reports of substance abuse among the military stimulated congressional interest and a call for action. ...
for notifying Command of mental health and substance abuse disorders. ...
doi:10.7205/milmed-d-14-00517
pmid:25735012
fatcat:la7zxthyrzfrtfq5ouwvvjl3pq
Domestic violence and mental health: Correlates and conundrums within and across cultures
1997
Social Science and Medicine
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2004; you can also visit the original URL.
The file type is application/pdf.
While still fragmentary, accruing data reveal strengthening associatio:as between domestic violence and mental health. ...
Depression, stress-related syndromes, chemical dependency and substance (ab)use, and suicide are consequences observed in the context of violence in women's lives. ...
The mental, physical, and social health of women compels this global endeavor. SSM 45/8--B ...
doi:10.1016/s0277-9536(97)00022-1
pmid:9381230
fatcat:62hkynr5afdwxcdag3r3rtuq6a
Psychiatry in the Digital Age: A Blessing or a Curse?
2021
International Journal of Environmental Research and Public Health
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Social distancing and the shortage of healthcare professionals during the COVID-19 pandemic, the impact of population aging on the healthcare system, as well as the rapid pace of digital innovation are ...
charting; digital language translators; and online mental health resources for patients. ...
They have used various sources of data, for example, EHR, medical discharge notes, NLP (key words and acoustic features), and data from social media [192] . ...
doi:10.3390/ijerph18168302
pmid:34444055
pmcid:PMC8391902
fatcat:ve77fhm43jdqxkiqem6hn5ydhe
How the Public Engages With Brain Optimization
2015
Science, Technology and Human Values
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
This article considers these continuities and discontinuities in light of their wider cultural significance and their implications for the media-mind relationship in public engagement with neuroscience ...
In the burgeoning debate about neuroscience's role in contemporary society, the issue of brain optimization, or the application of neuroscientific knowledge and technologies to augment neurocognitive function ...
In the media, the most salient locus of concern was substance abuse, with articles intermittently cautioning against risks posed by recreational drug or alcohol consumption. ...
doi:10.1177/0162243915576374
pmid:26336326
pmcid:PMC4531115
fatcat:63w5lhsw2vdsfjbve2sv6dxhri
« Previous
Showing results 1 — 15 out of 4,098 results