4 papers
Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM
Payal Kamboj, Ayan Banerjee, Bin Xu +1
Rare events, due to their infrequent occurrences, do not have much data, and hence deep learning techniques fail in estimating the distribution for such data. Open-vocabulary model…
STORM: Strategic Orchestration of Modalities for Rare Event Classification
Payal Kamboj, Ayan Banerjee, Sandeep K. S. Gupta
In domains such as biomedical, expert insights are crucial for selecting the most informative modalities for artificial intelligence (AI) methodologies. However, using all availabl…
Recovering implicit physics model under real-world constraints
Ayan Banerjee, Sandeep K. S. Gupta
Recovering a physics-driven model, i.e. a governing set of equations of the underlying dynamical systems, from the real-world data has been of recent interest. Most existing method…
Framework for developing and evaluating ethical collaboration between expert and machine
Ayan Banerjee, Payal Kamboj, Sandeep Gupta
Precision medicine is a promising approach for accessible disease diagnosis and personalized intervention planning in high-mortality diseases such as coronary artery disease (CAD),…