Mrinmoy Chakraborty

CL5D-ICU: A Deterministic Multi-Agent Framework for Liver Transplant Risk Minimization Toward Zero-Approaching Risk via Phase-Based Consciousness-Complexity Scoring

Liver transplantation carries substantial residual risk even after graft allocation, and ex-isting severity scores (MELD, Child-Pugh) were developed for allocation prioritization ratherthan continuous, multi-organ risk minimization. We present CL5D-ICU, an adaptation of theCL5D H...

CL5D-ICU: A Deterministic Multi-Agent Framework for Liver Transplant Risk Minimization Toward Zero-Approaching Risk via Phase-Based Consciousness-Complexity Scoring

Liver transplantation carries substantial residual risk even after graft allocation, and ex-isting severity scores (MELD, Child-Pugh) were developed for allocation prioritization ratherthan continuous, multi-organ risk minimization. We present CL5D-ICU, an adaptation of theCL5D H...