Discovering Health Topics in Social Media Using Topic Models

Could Behavioral Medicine Lead the Web Data Revolution?

(2014) John W. Ayers et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A Practical Approach for Content Mining of Tweets

(2013) Sunmoo Yoon et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Social and News Media Enable Estimation of Epidemiological Patterns Early in the 2010 Haitian Cholera Outbreak

(2012) Rumi Chunara et al.   AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE

Probabilistic topic models

(2012) David M. Blei   COMMUNICATIONS OF THE ACM

How Social Media Will Change Public Health

(2012) Mark Dredze   IEEE INTELLIGENT SYSTEMS

Decoding twitter: Surveillance and trends for cardiac arrest and resuscitation communication

(2012) Justin C. Bosley et al.   RESUSCITATION

Public Health Surveillance of Dental Pain via Twitter

(2011) N. Heaivilin et al.   JOURNAL OF DENTAL RESEARCH

Finding Complex Biological Relationships in Recent PubMed Articles Using Bio-LDA

(2011) Huijun Wang et al.   PLoS One

Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures

(2011) S. A. Golder et al.   SCIENCE

Dissemination of health information through social networks: Twitter and antibiotics

(2010) Daniel Scanfeld et al.   AMERICAN JOURNAL OF INFECTION CONTROL