Pharmaceutical

Below are some use cases of Isalos Analytics Platform in pharmaceutical applications. Each case study is accompanied by:

A Manual User Guide report, providing a detailed, step-by-step description of the methodology and results, and
the corresponding Isalos workflow file, enabling full reproducibility and hands-on execution of the analysis within the platform.

Curve Fitting

Guinea Pig Ileum Tissue (`log10(Agonist) – Sigmoidal 4P – Normalized 0–100% response`)

Plasma Cimetidine in Beagle Dog (`One Phase Association`)

Guinea Pig Liver Membrane (`One Site - Specific Binding`)

Design of Experiments

Opthalmic Drug Delivery System (`Fractional Factorial`)

Formulation of extended release beads (`Box Behnken`)

Development of microsponge based gel (`Box Behnken`)

Formulation of a bi-dependent drug delivery system (`Box Behnken`)

Iontophoretic Tacrine Hydrochloride Delivery (`Central Composite - CCF`)

Development of pellets for oral lysozyme delivery (`Full Factorial`)

Development of nanostructured lipid carriers (`Full Factorial`)

Development of silymarin nanoemulsion (`Box Behnken`)

Polymeric micelles for cancer treatment (`Full Factorial`)

AutoML

Acute Rat Toxicity (`Classification`)