AIMC Topic: Social Media

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Interpretable multimodal deep learning for real-time pan-tissue pan-disease pathology search on social media.

Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc May 28, 2020
Pathologists are responsible for rapidly providing a diagnosis on critical health issues. Challenging cases benefit from additional opinions of pathologist colleagues. In addition to on-site colleagues, there is an active worldwide community of patho...
Pathologists Pathology Algorithms Humans Deep Learning Social Media
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Digital conversations about suicide among teenagers and adults with epilepsy: A big-data, machine learning analysis.

Epilepsia May 8, 2020
OBJECTIVE: Digital media conversations can provide important insight into the concerns and struggles of people with epilepsy (PWE) outside of formal clinical settings and help generate useful information for treatment planning. Our study aimed to exp...
Male Social Support Big Data Machine Learning Social Media Young Adult Female Natural Language Processing Adult Epilepsy Humans Adolescent Suicide Age Factors
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Using artificial intelligence to examine online patient reviews.

Journal of health psychology Apr 17, 2020
Healthcare consumers are increasingly turning to online sources such as educational websites, forums and social media platforms to share their experiences with medical services and to demystify the uncertainties associated with undergoing various pro...
Artificial Intelligence Delivery of Health Care Social Media Emotions Humans
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Exploring Abnormal Behavior Patterns of Online Users With Emotional Eating Behavior: Topic Modeling Study.

Journal of medical Internet research Mar 31, 2020
BACKGROUND: Emotional eating (EE) is one of the most significant symptoms of various eating disorders. It has been difficult to collect a large amount of behavioral data on EE; therefore, only partial studies of this symptom have been conducted. To p...
Male Social Media Feeding Behavior Machine Learning Female Feeding and Eating Disorders Humans
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Analyzing and learning the language for different types of harassment.

PloS one Mar 27, 2020
THIS ARTICLE USES WORDS OR LANGUAGE THAT IS CONSIDERED PROFANE, VULGAR, OR OFFENSIVE BY SOME READERS. The presence of a significant amount of harassment in user-generated content and its negative impact calls for robust automatic detection approaches...
Social Media Language Humans Sexual Harassment Female Linguistics Machine Learning Harassment, Non-Sexual Data Collection Male
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Patient discussions of glucocorticoid-related side effects within an online health community forum.

Annals of the rheumatic diseases Mar 25, 2020
Social Media Data Mining Humans Arthritis, Rheumatoid Machine Learning Glucocorticoids
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Cross-modal dual subspace learning with adversarial network.

Neural networks : the official journal of the International Neural Network Society Mar 19, 2020
Cross-modal retrieval has recently attracted much interest along with the rapid development of multimodal data, and effectively utilizing the complementary relationship of different modal data and eliminating the heterogeneous gap as much as possible...
Machine Learning Social Media Photic Stimulation Humans Neural Networks, Computer Game Theory
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PACC: Large scale connected component computation on Hadoop and Spark.

PloS one Mar 18, 2020
A connected component in a graph is a set of nodes linked to each other by paths. The problem of finding connected components has been applied to diverse graph analysis tasks such as graph partitioning, graph compression, and pattern recognition. Sev...
Software Humans Social Media Data Analysis Artificial Intelligence Social Networking Algorithms
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Understanding Patient Anxieties in the Social Media Era: Qualitative Analysis and Natural Language Processing of an Online Male Infertility Community.

Journal of medical Internet research Mar 10, 2020
BACKGROUND: Couples struggling with infertility are increasingly turning to the internet for infertility-related content and to connect with others. Most of the published data on infertility and the internet only address the experiences of women, wit...
Natural Language Processing Infertility, Male Qualitative Research Social Media Male Anxiety Humans
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Artificial neural networks for predicting social comparison effects among female Instagram users.

PloS one Feb 25, 2020
Systematic exposure to social media causes social comparisons, especially among women who compare their image to others; they are particularly vulnerable to mood decrease, self-objectification, body concerns, and lower perception of themselves. This ...
Depression Surveys and Questionnaires Social Media Self Concept Adolescent Middle Aged Poland Anxiety Humans Social Behavior Young Adult Artificial Intelligence Social Networking Adult Female
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