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Symptom Burden

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Use of machine learning algorithms to construct models of symptom burden cluster risk in breast cancer patients undergoing chemotherapy.

Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer 39945884
PURPOSE: To develop models using different machine learning algorithms to predict high-risk symptom burden clusters in breast cancer patients undergoing chemotherapy, and to determine an optimal model.
Adult Aged Algorithms Antineoplastic Agents Breast Neoplasms Decision Trees Female Humans Logistic Models Machine Learning Middle Aged Neural Networks, Computer Predictive Value of Tests ROC Curve Sensitivity and Specificity Support Vector Machine Symptom Burden
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Leveraging Artificial Intelligence to Uncover Symptom Burden in Palliative Care: Analysis of Nonscheduled Visits Using a Phi-3 Small Language Model.

JCO global oncology 40184565
PURPOSE: This study aimed to differentiate nonscheduled visits (NSVs) in an outpatient palliative care setting that are driven by or accompanied by uncontrolled symptoms from those that are administrative or routine, such as prescription refills and ...
Adult Aged Aged, 80 and over Artificial Intelligence Female Humans Male Middle Aged Neoplasms Palliative Care Retrospective Studies Symptom Burden
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