48 citations · 62 across the 4 of their papers we have counts for
4 papers
A Machine Learning Approach for Recruitment Prediction in Clinical Trial Design
Jingshu Liu, Patricia J Allen, Luke Benz +3
Significant advancements have been made in recent years to optimize patient recruitment for clinical trials, however, improved methods for patient recruitment prediction are needed…
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining
Zachariah Zhang, Jingshu Liu, Narges Razavian
Clinical interactions are initially recorded and documented in free text medical notes. ICD coding is the task of classifying and coding all diagnoses, symptoms and procedures asso…
An Image Based Visual Servo Approach with Deep Learning for Robotic Manipulation
Jingshu Liu, Yuan Li
Aiming at the difficulty of extracting image features and estimating the Jacobian matrix in image based visual servo, this paper proposes an image based visual servo approach with…
Deep EHR: Chronic Disease Prediction Using Medical Notes
Jingshu Liu, Zachariah Zhang, Narges Razavian
Early detection of preventable diseases is important for better disease management, improved inter-ventions, and more efficient health-care resource allocation. Various machine lea…