most citedEnhanced prediction of spine surgery outcomes using advanced machine learning techniques and oversampling methods

8 citations

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cs.LG2025★ 4 cited

Classification of Psychiatry Clinical Notes by Diagnosis: A Deep Learning and Machine Learning Approach

Sergio Rubio-Martín, María Teresa García-Ordás, Antonio Serrano-García +3

The classification of clinical notes into specific diagnostic categories is critical in healthcare, especially for mental health conditions like Anxiety and Adjustment Disorder. In…

cs.LG2025★ 8 cited

Enhanced prediction of spine surgery outcomes using advanced machine learning techniques and oversampling methods

José Alberto Benítez-Andrades, Camino Prada-García, Nicolás Ordás-Reyes +3

The study proposes an advanced machine learning approach to predict spine surgery outcomes by incorporating oversampling techniques and grid search optimization. A variety of model…