8 citations · 19 across the 3 of their papers we have counts for
3 papers
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…
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…
Application of Machine Learning Algorithms in Classifying Postoperative Success in Metabolic Bariatric Surgery: A Comprehensive Study
José Alberto Benítez-Andrades, Camino Prada-García, Rubén García-Fernández +3
Objectives: Metabolic Bariatric Surgery (MBS) is a critical intervention for patients living with obesity and related health issues. Accurate classification and prediction of patie…