SOCIAL BIOLOGY OF RODENTS: TRENDS, CHALLENGES, AND FUTURE DIRECTIONS

Treatment-resistant depression: therapeutic trends, challenges, and future directions

BACKGROUND Patients with major depression respond to antidepressant treatment, but 10%-30% of them do not improve or show a partial response coupled with functional impairment, poor quality of life, suicide ideation and attempts, self-injurious behavior, and a high relapse rate. The aim of this paper is to review the therapeutic options for treating resistant major depressive disorder, as well ...

Recommender Systems Using Social Network Analysis: Challenges and Future Trends

urban mental health in iran: challenges and future directions

in a period of less than five decades, the urban residence has dramatically increased in iran. currently more than two thirds of the population live in city dwellings. this rapid urbanization has considerable impact on people’s mental health and psychiatric care. the main strategy of iran's national program of mental health has been the integration of mental health into the primary health ...

Bio-ontologies: current trends and future directions

In recent years, as a knowledge-based discipline, bioinformatics has been made more computationally amenable. After its beginnings as a technology advocated by computer scientists to overcome problems of heterogeneity, ontology has been taken up by biologists themselves as a means to consistently annotate features from genotype to phenotype. In medical informatics, artifacts called ontologies h...

Coreference: Current Trends and Future Directions

3 Models 5 3.1 Classifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 3.2 Joint determination of anaphoricity and coreference . . . . . . . . . . . . . . 6 3.3 Unsupervised training . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 3.3.1 Selecting the number of clusters . . . . . . . . . . . . . . . . . . . . . 7 3.3.2 Non-parametric training . . . ....