Critical Care | Intensive Care | Pulmonology Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation. June 27, 2024
Clinical decision support systems | Intensive Care Medicine | Machine Learning Predicting ICU Interventions: A Transparent Decision Support Model Based on Multivariate Time Series Graph Convolutional Neural Network. March 21, 2024
Biomedical Engineering | Critical Care Medicine | Pulmonology [A Review on Automatic Detection Algorithm for Patient-Ventilator Asynchrony during Mechanical Ventilation]. February 22, 2024
Critical Care | Neonatology | Pediatrics Detection and quantitative analysis of patient-ventilator interactions in ventilated infants by deep learning networks. February 5, 2024
Artificial Intelligence | Intensive Care Medicine FT-GAT: Graph neural network for predicting spontaneous breathing trial success in patients with mechanical ventilation. June 19, 2023
Critical Care Medicine | Pulmonology Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success. May 19, 2023
Critical Care | Machine Learning A Comparative Study on Predication of Appropriate Mechanical Ventilation Mode through Machine Learning Approach. April 28, 2023
Critical Care Medicine | Pulmonology Inhalation Injury Grading Using Transfer Learning Based on Bronchoscopy Images and Mechanical Ventilation Period. December 11, 2022
Critical Care | Machine Learning | Pulmonology A Multi-task Gaussian Process Self-attention Neural Network for Real-time Prediction of the Need for Mechanical Ventilators in COVID-19 Patients. April 30, 2022
Critical Care Medicine | Radiology Deep learning of chest X-rays can predict mechanical ventilation outcome in ICU-admitted COVID-19 patients. April 14, 2022
Critical Care Medicine | Radiology | Trauma Surgery Scalable Deep Learning Algorithm to Compute Percent Pulmonary Contusion among Patients with Rib Fractures. March 23, 2022
Critical Care Medicine | Pulmonology | Radiology Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study. October 23, 2021