Hoang-Hiep Phan,1 Thai-Hoang Nguyen,1,2 Hoang-Long Vo,3 Ngoc-Thanh Le,2,4 Ngoc-Luong Tran1 1High-Tech Medical Treatment, National Hospital of Endocrinology, Hanoi, Vietnam; 2School of Medicine and Pharmacy, Vietnam National University, Hanoi, Vietnam; 3Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Vietnam; 4C
Lyapunov analysis of data-driven models of high dimensional dynamics using reservoir computing: Lorenz-96 system and fluid flow
We computed the Lyapunov spectrum and finite-time Lyapunov exponents of a data-driven model constructed using reservoir computing.This analysis was performed for two dynamics that exhibit a highly Film FEP dimensionally unstable structure.We focused on the reconstruction of heterochaotic dynamics, which are characterized by the coexistence of diffe
Early management of mesenteric cyst prevents catastrophes: A single centre analysis of 17 cases
Background: Mesenteric cysts are rare intra-abdominal masses in the paediatric age group with varied presentation, ranging from an asymptomatic mass to acute abdomen.This study reviews our experience in the diagnosis and treatment of 17 mesenteric cysts in our centre, with especial reference to acute abdominal symptoms.Patients and Methods: Sevente
Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible
Established guidelines describe minimum requirements for reporting algorithms in healthcare; it is equally important to objectify the characteristics of ideal algorithms that confer maximum potential benefits to patients, clinicians, and investigators.We propose a framework for ideal algorithms, including 6 desiderata: explainable (convey the relat