Supported models

All model fitting is performed by the kinfitr package. You can configure up to three models simultaneously for comparison.

Models are either nonlinear (compartmental models fitted by nonlinear least squares) or linear (graphical or multilinear methods fitted by linear regression).

Plasma input models

Invasive models requiring an arterial blood input function. Available in the Modelling App with Plasma Input.

Model

Description

Type

1TCM

One tissue compartment model

Nonlinear

2TCM

Two tissue compartment model

Nonlinear

2TCM_irr

Two tissue compartment model, irreversible (k4 = 0)

Nonlinear

Logan

Logan graphical analysis (VT)

Linear

MA1

Multilinear analysis 1 (VT)

Linear

Patlak

Patlak graphical analysis (Ki, irreversible tracers)

Linear

Reference tissue models

Non-invasive models using a reference brain region instead of blood data. Available in the Modelling App with Reference Tissue.

Model

Description

Type

SRTM

Simplified reference tissue model

Nonlinear

SRTM2

Simplified reference tissue model 2 (fixed k2prime)

Nonlinear

refLogan

Reference Logan analysis (BPND)

Linear

MRTM1

Multilinear reference tissue model

Linear

MRTM2

Multilinear reference tissue model 2 (fixed k2prime)

Linear

refPatlak

Reference Patlak analysis (irreversible tracers)

Linear

The constrained models (SRTM2, MRTM2, refLogan) take a fixed k2prime value, which can come from a fixed value, another model in the same analysis (e.g. MRTM1), or an ancillary analysis.