David Berlowitz

According to our database, David Berlowitz authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Uncertainty-aware non-invasive patient-ventilator asynchrony detection using latent Gaussian mixture generative classifier with noisy label correction.

Chenyang Wang, Ling Luo, Uwe Aickelin, David Berlowitz, Mark E. Howard

Int. J. Data Sci. Anal., September, 2025

SHIP: A Shapelet-Based Approach for Interpretable Patient-Ventilator Asynchrony Detection.

Xuan-May Le, Ling Luo, Uwe Aickelin, Minh-Tuan Tran, David Berlowitz, Mark Howard

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

2024

Identification of Patient Ventilator Asynchrony in Physiological Data Through Integrating Machine-Learning.

Anthony Stell, Ernesto C. Caparo, Zhe Wang, Chenyang Wang, David Berlowitz, Mark Howard, Richard O. Sinnott, Uwe Aickelin

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2022

Early Detection and Classification of Patient-Ventilator Asynchrony Using Machine Learning.

Erdi Gao, Goce Ristanoski, Uwe Aickelin, David Berlowitz, Mark Howard

Proceedings of the Artificial Intelligence in Medicine, 2022