diff --git a/Modules/ModelFit/src/Models/mitkExponentialSaturationModel.cpp b/Modules/ModelFit/src/Models/mitkExponentialSaturationModel.cpp
index 00e5ec5009..971cdea18c 100644
--- a/Modules/ModelFit/src/Models/mitkExponentialSaturationModel.cpp
+++ b/Modules/ModelFit/src/Models/mitkExponentialSaturationModel.cpp
@@ -1,217 +1,217 @@
 /*============================================================================
 
 The Medical Imaging Interaction Toolkit (MITK)
 
 Copyright (c) German Cancer Research Center (DKFZ)
 All rights reserved.
 
 Use of this source code is governed by a 3-clause BSD license that can be
 found in the LICENSE file.
 
 ============================================================================*/
 
 #include "mitkExponentialSaturationModel.h"
 #include "mitkNumericConstants.h"
 
-const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_BAT = "BAT";
-const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_y_bl = "y_bl";
-const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_y_fin = "y_fin";
-const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_k = "k";
+const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_BAT = "onset";
+const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_y_bl = "baseline";
+const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_y_fin = "y_final";
+const std::string mitk::ExponentialSaturationModel::NAME_PARAMETER_k = "rate";
 
 const unsigned int mitk::ExponentialSaturationModel::NUMBER_OF_PARAMETERS = 4;
 
-const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_BAT = "[x]";
-const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_y_bl = "[y]";
-const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_y_fin = "[y]";
-const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_k = "1/[x]";
+const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_BAT = "[unit of x]";
+const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_y_bl = "[unit of y]";
+const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_y_fin = "[unit of y]";
+const std::string mitk::ExponentialSaturationModel::UNIT_PARAMETER_k = "1/[unit of x]";
 
 
 const unsigned int mitk::ExponentialSaturationModel::POSITION_PARAMETER_BAT = 0;
 const unsigned int mitk::ExponentialSaturationModel::POSITION_PARAMETER_y_bl = 1;
 const unsigned int mitk::ExponentialSaturationModel::POSITION_PARAMETER_y_fin = 2;
 const unsigned int mitk::ExponentialSaturationModel::POSITION_PARAMETER_k = 3;
 
 const unsigned int mitk::ExponentialSaturationModel::NUMBER_OF_DERIVED_PARAMETERS = 0;
 
 const unsigned int mitk::ExponentialSaturationModel::NUMBER_OF_STATIC_PARAMETERS = 0;
 
 const std::string mitk::ExponentialSaturationModel::MODEL_DISPLAY_NAME = "Exponential Saturation Model";
 
 const std::string mitk::ExponentialSaturationModel::MODEL_TYPE = "Generic";
 
-const std::string mitk::ExponentialSaturationModel::FUNCTION_STRING = "if x<BAT: y(x) = y_bl , else: y(x) = y_bl + (y_fin-y_bl) * (1 - exp(-1.0*k*(x-BAT)))";
+const std::string mitk::ExponentialSaturationModel::FUNCTION_STRING = "if x<onset: y(x) = baseline , else: y(x) = baseline + (y_final-baseline) * (1 - exp(-rate*(x-onset)))";
 
 const std::string mitk::ExponentialSaturationModel::X_NAME = "x";
 
-const std::string mitk::ExponentialSaturationModel::X_AXIS_NAME = "x";
+const std::string mitk::ExponentialSaturationModel::X_AXIS_NAME = "X";
 
-const std::string mitk::ExponentialSaturationModel::X_AXIS_UNIT = "[x]";
+const std::string mitk::ExponentialSaturationModel::X_AXIS_UNIT = "unit of x";
 
-const std::string mitk::ExponentialSaturationModel::Y_AXIS_NAME = "y";
+const std::string mitk::ExponentialSaturationModel::Y_AXIS_NAME = "Y";
 
-const std::string mitk::ExponentialSaturationModel::Y_AXIS_UNIT = "[y]";
+const std::string mitk::ExponentialSaturationModel::Y_AXIS_UNIT = "unit of y";
 
 std::string mitk::ExponentialSaturationModel::GetModelDisplayName() const
 {
   return MODEL_DISPLAY_NAME;
 };
 
 std::string mitk::ExponentialSaturationModel::GetModelType() const
 {
   return MODEL_TYPE;
 };
 
 mitk::ExponentialSaturationModel::FunctionStringType mitk::ExponentialSaturationModel::GetFunctionString() const
 {
   return FUNCTION_STRING;
 };
 
 std::string mitk::ExponentialSaturationModel::GetXName() const
 {
   return X_NAME;
 };
 
 std::string mitk::ExponentialSaturationModel::GetXAxisName() const
 {
   return X_AXIS_NAME;
 };
 
 std::string mitk::ExponentialSaturationModel::GetXAxisUnit() const
 {
   return X_AXIS_UNIT;
 }
 
 std::string mitk::ExponentialSaturationModel::GetYAxisName() const
 {
   return Y_AXIS_NAME;
 };
 
 std::string mitk::ExponentialSaturationModel::GetYAxisUnit() const
 {
   return Y_AXIS_UNIT;
 }
 
 mitk::ExponentialSaturationModel::ParameterNamesType
 mitk::ExponentialSaturationModel::GetParameterNames() const
 {
   ParameterNamesType result;
   result.push_back(NAME_PARAMETER_BAT);
   result.push_back(NAME_PARAMETER_y_bl);
   result.push_back(NAME_PARAMETER_y_fin);
   result.push_back(NAME_PARAMETER_k);
   return result;
 };
 
 mitk::ExponentialSaturationModel::ParamterUnitMapType mitk::ExponentialSaturationModel::GetParameterUnits() const
 {
   ParamterUnitMapType result;
 
   result.insert(std::make_pair(NAME_PARAMETER_BAT, UNIT_PARAMETER_BAT));
   result.insert(std::make_pair(NAME_PARAMETER_y_bl, UNIT_PARAMETER_y_bl));
   result.insert(std::make_pair(NAME_PARAMETER_y_fin, UNIT_PARAMETER_y_fin));
   result.insert(std::make_pair(NAME_PARAMETER_k, UNIT_PARAMETER_k));
 
   return result;
 }
 
 mitk::ExponentialSaturationModel::ParametersSizeType
 mitk::ExponentialSaturationModel::GetNumberOfParameters() const
 {
   return NUMBER_OF_PARAMETERS;
 };
 
 mitk::ExponentialSaturationModel::ParameterNamesType
 mitk::ExponentialSaturationModel::GetDerivedParameterNames() const
 {
   ParameterNamesType result;
   
   // do nothing
 
   return result;
 };
 
 mitk::ExponentialSaturationModel::ParametersSizeType
 mitk::ExponentialSaturationModel::GetNumberOfDerivedParameters() const
 {
   return NUMBER_OF_DERIVED_PARAMETERS;
 };
 
 mitk::ExponentialSaturationModel::ParamterUnitMapType mitk::ExponentialSaturationModel::GetDerivedParameterUnits() const
 {
   ParamterUnitMapType result;
 
   //do nothing
 
   return result;
 };
 
 
 mitk::ExponentialSaturationModel::ModelResultType
 mitk::ExponentialSaturationModel::ComputeModelfunction(const ParametersType& parameters) const
 {
   ModelResultType signal(m_TimeGrid.GetSize());
 
   ModelResultType::iterator signalPos = signal.begin();
 
   for (const auto& gridPos : m_TimeGrid)
   {
     if ((gridPos) < parameters[0])
     {
       *signalPos = parameters[1];
     }
     else
     {
       *signalPos = parameters[1] + (parameters[2]- parameters[1]) * (1.0 - exp((-1.0) * parameters[3] * (gridPos - parameters[0])));
     }
 
     ++signalPos;
   }
 
   return signal;
 };
 
 mitk::ExponentialSaturationModel::ParameterNamesType mitk::ExponentialSaturationModel::GetStaticParameterNames() const
 {
   ParameterNamesType result;
 
   return result;
 }
 
 mitk::ExponentialSaturationModel::ParametersSizeType  mitk::ExponentialSaturationModel::GetNumberOfStaticParameters() const
 {
   return 0;
 }
 
 mitk::ExponentialSaturationModel::ParamterUnitMapType mitk::ExponentialSaturationModel::GetStaticParameterUnits() const
 {
   ParamterUnitMapType result;
 
   //do nothing
 
   return result;
 };
 
 void mitk::ExponentialSaturationModel::SetStaticParameter(const ParameterNameType& /*name*/,
     const StaticParameterValuesType& /*values*/)
 {
   //do nothing
 };
 
 mitk::ExponentialSaturationModel::StaticParameterValuesType mitk::ExponentialSaturationModel::GetStaticParameterValue(
   const ParameterNameType& /*name*/) const
 {
   StaticParameterValuesType result;
 
   //do nothing
 
   return result;
 };
 
 itk::LightObject::Pointer mitk::ExponentialSaturationModel::InternalClone() const
 {
   ExponentialSaturationModel::Pointer newClone = ExponentialSaturationModel::New();
 
   newClone->SetTimeGrid(this->m_TimeGrid);
 
   return newClone.GetPointer();
 };