Social Distress and the Support Needs of Cancer Patients: Capturing Silent Needs
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DOI: 10.1093/annonc/mdz375
Abstract: Abstract Cancer diagnosis and treatment often impose a range of social distress on a patient's life at their home, workplace, and community. However, an evaluation and support method based on scientific evidence concerning this social… read more here.
Keywords: support needs; social distress; cancer; cancer patients ... See more keywords
Machine learning models to detect social distress, spiritual pain, and severe physical psychological symptoms in terminally ill patients with cancer from unstructured text data in electronic medical records
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DOI: 10.1177/02692163221105595
Abstract: Background: Few studies have developed automatic systems for identifying social distress, spiritual pain, and severe physical and phycological symptoms from text data in electronic medical records. Aim: To develop models to detect social distress, spiritual… read more here.
Keywords: spiritual pain; machine learning; medical records; social distress ... See more keywords