3 papers
eess.SP2025
Medical Support System for Spontaneous Breathing Trial Prediction Using Nonuniform Discrete Fourier Transform
Hernando Gonzalez, Carlos Julio Arizmendi, Beatriz F. Giraldo
Spontaneous breathing trials (SBTs) represent a pivotal phase in the weaning process of mechanically ventilated patients. The objective of these trials is to assess patients readin…
eess.IV2025
Diagnosis of Patients with Viral, Bacterial, and Non-Pneumonia Based on Chest X-Ray Images Using Convolutional Neural Networks
Carlos Arizmendi, Jorge Pinto, Alejandro Arboleda +1
According to the World Health Organization (WHO), pneumonia is a disease that causes a significant number of deaths each year. In response to this issue, the development of a decis…
cs.LG2025
Development of a Deep Learning Model for the Prediction of Ventilator Weaning
Hernando Gonzalez, Carlos Julio Arizmendi, Beatriz F. Giraldo
The issue of failed weaning is a critical concern in the intensive care unit (ICU) setting. This scenario occurs when a patient experiences difficulty maintaining spontaneous breat…