A systematic literature review of machine learning in online personal health data
Objective User-generated content (UGC) in online environments provides opportunities to
learn an individual's health status outside of clinical settings. However, the nature of UGC …
learn an individual's health status outside of clinical settings. However, the nature of UGC …
[HTML][HTML] A frame semantic overview of NLP-based information extraction for cancer-related EHR notes
Objective There is a lot of information about cancer in Electronic Health Record (EHR) notes
that can be useful for biomedical research provided natural language processing (NLP) …
that can be useful for biomedical research provided natural language processing (NLP) …
The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation
Objective Online platforms have created a variety of opportunities for breast patients to
discuss their hormonal therapy, a long-term adjuvant treatment to reduce the chance of …
discuss their hormonal therapy, a long-term adjuvant treatment to reduce the chance of …
A focused netnographic study exploring experiences associated with counterfeit and contaminated anabolic-androgenic steroids
Background A primary consequence of illicit drug markets and the absence of regulation is
the variable quality or purity of the final product. Analysis of anabolic-androgenic steroid …
the variable quality or purity of the final product. Analysis of anabolic-androgenic steroid …
[HTML][HTML] Perceptions and Utilization of Online Peer Support Among Informal Dementia Caregivers: Survey Study
Background: Informal dementia caregivers are those who care for a person living with
dementia and do not receive payment (eg, family members, friends, or other unpaid …
dementia and do not receive payment (eg, family members, friends, or other unpaid …
Extending adjuvant endocrine therapy for 10 years: a mixed-methods analysis of women's decision making in an online breast cancer forum
An additional 5 years of treatment with adjuvant hormonal therapy, to complete 10 years of
medication, is recommended to reduce the risk of breast cancer recurrence. Yet …
medication, is recommended to reduce the risk of breast cancer recurrence. Yet …
[HTML][HTML] Learning when communications between healthcare providers indicate hormonal therapy medication discontinuation
Hormonal therapy is an effective yet challenging long-term treatment for patients with
hormone receptor positive breast cancer. Understanding what factors indicate …
hormone receptor positive breast cancer. Understanding what factors indicate …
[HTML][HTML] Patient messaging content associated with initiating hormonal therapy after a breast cancer diagnosis
Hormonal therapy is an effective, but challenging, long-term treatment for patients with
hormone-receptor-positive breast cancer. Raising the rate of patients who initiate therapy …
hormone-receptor-positive breast cancer. Raising the rate of patients who initiate therapy …
Learning Hormonal Therapy Medication Adherence from an Online Breast Cancer Forum
Online health communities (OHCs) have become popular online environments for patients
seeking and sharing treatment experiences. These platforms enable us to move beyond …
seeking and sharing treatment experiences. These platforms enable us to move beyond …
Privacy Leaks and Efficient Countermeasures for Human Genetics and Machine Learning
W Xie - 2018 - ir.vanderbilt.edu
Modern scientific investigations have increasingly relied upon the expanded collection and
analysis of data (“big data”). In the genetics community, there is evidence to suggest that …
analysis of data (“big data”). In the genetics community, there is evidence to suggest that …