model

Studies & Findings

Fractional order breast cancer model with therapy, prevention diagnosis and optimal control based on real data

In this portion, we Analyze the Hyers-Ulam and general Hyers-Ulam stability analysis32,33. Let us suppose \(\epsilon >0\) with, $$\begin{aligned} |^{\textbf{C}}\textbf{D}_{t}^{\alpha _{1}}\mathfrak {S}(t)-\mathfrak {P}(t, \mathfrak {S}(t))|\le \epsilon , ~ t\in \textrm{J}, \end{aligned}$$ (13) for \(\epsilon =\max (\epsilon _{i})^T, i=1,2,3.\) Definition 3.1 Equation (4) is supposed to be Hyers-Ulam stable such that \(\exists , \mathfrak {H}_{\mathfrak {P}}>0,\)

Read More
Studies & Findings

Accurate deep-learning model to differentiate dementia severity and diagnosis using a portable electroencephalography device

Study population Portable EEG data were obtained from 294 participants (122 healthy volunteers (HVs) and 172 patients) at the Osaka University Hospital. The HVs were community-dwelling older adults and selected based on the following inclusion criteria: (1) no history of neurological or psychiatric diseases, (2) no history of severe head injury or alcohol/drug abuse, and

Read More