AI in Healthcare
Clinical data modeling for reliable downstream tasks
Developing models to utilize patients’ clinical data (i.e. demographic, regular & irregularly-sampled time series data) by addressing the underlying issues, including missing values imputation to enhance reliable downstream tasks.
Clinical report generation from medical data
Developing a report generation pipeline from input data embedding to sentence retrieve/generation from medical images or neural recordings