Curve Fitting

Below are some use cases of Isalos Analytics Platform in curve fitting 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.

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

Invertase enzyme (Michaelis-Menten)

Plasma Cimetidine in Beagle Dog (One Phase Association)

Liquid Chromatography-High Resolution Mass Spectromentry (Gaussian Distribution)

Johns Hopkins University (Exponential Growth)

Clonogenic Survival (Linear Quadratic - Y is Percent Surviving)

OD562 absorbance (Simple Line)

Physical Performance Across the Adult Life Span (Polynomial Models - Order 2)

Guinea Pig Liver Membrane (One Site - Specific Binding)

Tide - Gauge Water Level (Sine Wave with Non-Zero Baseline)