Publications (29)
A Causal Roadmap for Generating High-Quality Real-World Evidence
Lauren E Dang, Susan Gruber, Hana Lee +23
Increasing emphasis on the use of real-world evidence (RWE) to support clinical policy and regulatory decision-making has led to a proliferation of guidance, advice, and frameworks…
Multiscaled Multi-Head Attention-based Video Transformer Network for Hand Gesture Recognition
Mallika Garg, Debashis Ghosh, Pyari Mohan Pradhan
Dynamic gesture recognition is one of the challenging research areas due to variations in pose, size, and shape of the signer's hand. In this letter, Multiscaled Multi-Head Attenti…
Accuracy of the Epic Sepsis Prediction Model in a Regional Health System
Tellen Bennett, Seth Russell, James King +6
Interest in an electronic health record-based computational model that can accurately predict a patient's risk of sepsis at a given point in time has grown rapidly in the last seve…
Mediation analysis with the mediator and outcome missing not at random
Shuozhi Zuo, Debashis Ghosh, Peng Ding +1
Mediation analysis is widely used for investigating direct and indirect causal pathways through which an effect arises. However, many mediation analysis studies are challenged by m…
Sensitivity analysis for causality in observational studies for regulatory science
Iván DÃaz, Hana Lee, Emre Kıcıman +3
Recognizing the importance of real-world data (RWD) for regulatory purposes, the United States (US) Congress passed the 21st Century Cures Act1 mandating the development of Food an…
Optimal Kernel Combination for Test of Independence against Local Alternatives
Wen-Yu Hua, Philip Reiss, Debashis Ghosh
Testing the independence between two random variables and is an important problem in statistics and machine learning, where the kernel-based tests of independence is focuse…