3 papers
q-bio.QM2025
CBINNS: Cancer Biology-Informed Neural Network for Unknown Parameter Estimation and Missing Physics Identification
Bishal Chhetri, B. V. Rathish Kumar
The dynamics of tumor-immune interactions within a complex tumor microenvironment are typically modeled using a system of ordinary differential equations or partial differential eq…
cs.CV2025
Bridging Accuracy and Interpretability: Deep Learning with XAI for Breast Cancer Detection
Bishal Chhetri, B. V. Rathish Kumar
In this study, we present an interpretable deep learning framework for the early detection of breast cancer using quantitative features extracted from digitized fine needle aspirat…
math.DS2024
Stochastic Mathematical Modelling Study for Understanding the Extinction, Persistence and Control of SARS-CoV-2 Virus at the Within-host Level
Bishal Chhetri, B. V. Ratish Kumar
Stochastic differential equations characterized by uncertainty are effective in modelling virus dynamics and provide an alternative to traditional deterministic models. Epidemic mo…