Clinical Informatics - To Be Added

Machine Learning for applied clinical informatics - To Be Added

Application of signal processing, image processing, computer vision and machine learning techniques to clinical informatics problems. AI for ICU/NICU data, Critical Care, Emergency Medicine, Sepsis, Bronchopulmonary Dysplasia,...

NLP/EHR/EMR/ePHI/R - Unstructured text data analysis with ML/DL - Clinical data - ,...

Project pages:

  1. NLP: PICCLineNet

Selected publications:

  • M. Shah, D. Shu, V. B. S. Prasath, Y. Ni, A. Schapiro, K. Dufendach. Machine learning for detection of correct peripherally inserted central catheter tip position from radiology reports in infants. Applied Clinical Informatics, 12(04), 856-863, August 2021. doi:10.1055/s-0041-1735178 [PICCLineNet]