Machine learning techniques such as support vector machines are applied to a text classification task to determine mental health problems. Inputs are transcribed speech samples from a ‘‘structured-narrative task’’ and outputs are psychiatric categories such as schizophrenia. In a preliminary trial, subjects from three groups generated speech samples: those with clinically diagnosed schizophreni...

Previous findings in cultural psychology indicated that East Asians are more likely than North Americans to be attentive to contextual information (e.g., Nisbett & Masuda, ). However, to what extent and in which conditions culture influences patterns of attention has not been fully examined. As a result, universal patterns of attention may be obscured, and culturally unique patterns may be wron...

We investigate the task of assigning medical events in clinical narratives to discrete time-bins. The time-bins are defined to capture when a medical event occurs relative to the hospital admission date in each clinical narrative. We model the problem as a sequence tagging task using Conditional Random Fields. We extract a combination of lexical, section-based and temporal features from medical...

Previous studies have used the Innovative Moments Coding System (IMCS) to describe the process of change in Narrative Therapy (NT) and in Emotion-Focused Therapy (EFT). This study aims to extend this research program to a sample of Client-Centered Therapy (CCT). The IMCS was applied to six cases of CCT for depression to track the Innovative Moments (IMs) which are exceptions to the problematic ...

BACKGROUND Systematic studies of the efficacy of Narrative Therapy (NT) for depression are sparse. OBJECTIVE To evaluate the efficacy of individual NT for moderate depression in adults compared to Cognitive-Behavioral Therapy (CBT). METHOD Sixty-three depressed clients were assigned to either NT or CBT. The Beck Depression Inventory-II (BDI-II) and Outcome Questionnaire-45.2 (OQ-45.2) were ...

There are ~900,000 new HIV infections among women every year, representing nearly half of all new HIV infections globally. In the US, nearly one-fifth of all new HIV infections occur among women, and women from racial and ethnic minority communities experience disproportionately high rates of new HIV infections. Thus, there is a need to develop and implement effective HIV prevention strategies ...

this article reports on the findings of a study that investigated the impact of manipulating task performance conditions on listening task performance by learners of english as a foreign language (efl). the study was designed to explore the effects of changing complexity dimensions on listening task performance and to achieve two aims: to see how listening comprehension task performance was aff...

While most natural language understanding systems rely on a pipeline-based architecture, certain human text interpretation methods are based on a cyclic process between the whole text and its parts: the hermeneutic circle. In the task of automatically identifying characters and their narrative roles, we propose a feedback-loop-based approach where the output of later modules of the pipeline is ...

In clinical practice guidelines (CPGs) the medical information is stored in a narrative way. A large part of this information occurs in a negated form. The detection of negation in CPGs is an important task since it helps medical personnel to identify not occurring symptoms and diseases as well as treatment actions that should not be accomplished. We developed algorithms capable of Negation Det...

Two groups of children who were slow in expressive language development (SELD) at age 2 and a matched group of toddlers with normal language were re-evaluated at age 4. Assessment included measures of productive syntactic skills in spontaneous speech and narrative abilities in a standard story retelling task. Four-year-olds who continued to perform below the normal range in sentence structure p...