diff --git a/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.cpp b/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.cpp
index 2c067ea079..ea0b15c38b 100644
--- a/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.cpp
+++ b/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.cpp
@@ -1,309 +1,328 @@
 /*============================================================================
 
 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 "QmitknnUNetToolGUI.h"
 
 #include "mitknnUnetTool.h"
 #include <QApplication>
 #include <QDir>
 #include <QIcon>
 #include <QtGlobal>
 
 MITK_TOOL_GUI_MACRO(MITKSEGMENTATIONUI_EXPORT, QmitknnUNetToolGUI, "")
 
 QmitknnUNetToolGUI::QmitknnUNetToolGUI() : QmitkAutoMLSegmentationToolGUIBase()
 {
   // Nvidia-smi command returning zero doesn't alway mean lack of GPUs.
   // Pytorch uses its own libraries to communicate to the GPUs. Hence, only a warning can be given.
   if (m_GpuLoader.GetGPUCount() == 0)
   {
     std::string warning = "WARNING: No GPUs were detected on your machine. The nnUNet tool might not work.";
     ShowErrorMessage(warning);
   }
 
   // define predicates for multi modal data selection combobox
   auto imageType = mitk::TNodePredicateDataType<mitk::Image>::New();
   auto labelSetImageType = mitk::NodePredicateNot::New(mitk::TNodePredicateDataType<mitk::LabelSetImage>::New());
   this->m_MultiModalPredicate = mitk::NodePredicateAnd::New(imageType, labelSetImageType).GetPointer();
 }
 
 void QmitknnUNetToolGUI::ConnectNewTool(mitk::AutoSegmentationWithPreviewTool *newTool)
 {
   Superclass::ConnectNewTool(newTool);
   newTool->IsTimePointChangeAwareOff();
 }
 
 void QmitknnUNetToolGUI::InitializeUI(QBoxLayout *mainLayout)
 {
   m_Controls.setupUi(this);
 #ifndef _WIN32
   m_Controls.pythonEnvComboBox->addItem("/usr/bin");
 #endif
   m_Controls.pythonEnvComboBox->addItem("Select");
   AutoParsePythonPaths();
   connect(m_Controls.previewButton, SIGNAL(clicked()), this, SLOT(OnPreviewRequested()));
   connect(m_Controls.modeldirectoryBox,
           SIGNAL(directoryChanged(const QString &)),
           this,
           SLOT(OnDirectoryChanged(const QString &)));
   connect(
     m_Controls.modelBox, SIGNAL(currentTextChanged(const QString &)), this, SLOT(OnModelChanged(const QString &)));
   connect(m_Controls.taskBox, SIGNAL(currentTextChanged(const QString &)), this, SLOT(OnTaskChanged(const QString &)));
   connect(
     m_Controls.plannerBox, SIGNAL(currentTextChanged(const QString &)), this, SLOT(OnTrainerChanged(const QString &)));
   connect(m_Controls.nopipBox, SIGNAL(stateChanged(int)), this, SLOT(OnCheckBoxChanged(int)));
   connect(m_Controls.multiModalBox, SIGNAL(stateChanged(int)), this, SLOT(OnCheckBoxChanged(int)));
   connect(m_Controls.multiModalSpinBox, SIGNAL(valueChanged(int)), this, SLOT(OnModalitiesNumberChanged(int)));
   connect(m_Controls.posSpinBox, SIGNAL(valueChanged(int)), this, SLOT(OnModalPositionChanged(int)));
   connect(m_Controls.pythonEnvComboBox,
 #if QT_VERSION >= 0x050F00 // 5.15
           SIGNAL(textActivated(const QString &)),
 #elif QT_VERSION >= 0x050C00 // 5.12
           SIGNAL(activated(const QString &)),
 #endif
           this,
           SLOT(OnPythonPathChanged(const QString &)));
   connect(m_Controls.refreshdirectoryBox, SIGNAL(clicked()), this, SLOT(OnRefreshPresssed()));
 
   m_Controls.codedirectoryBox->setVisible(false);
   m_Controls.nnUnetdirLabel->setVisible(false);
   m_Controls.multiModalSpinBox->setVisible(false);
   m_Controls.multiModalSpinLabel->setVisible(false);
   m_Controls.posSpinBoxLabel->setVisible(false);
   m_Controls.posSpinBox->setVisible(false);
   m_Controls.previewButton->setEnabled(false);
 
   QSize sz(16, 16);
   m_Controls.stopButton->setVisible(false);
 
   QIcon refreshIcon;
   refreshIcon.addPixmap(style()->standardIcon(QStyle::SP_BrowserReload).pixmap(sz), QIcon::Normal, QIcon::Off);
   m_Controls.refreshdirectoryBox->setIcon(refreshIcon);
   m_Controls.refreshdirectoryBox->setEnabled(true);
 
   m_Controls.statusLabel->setTextFormat(Qt::RichText);
   m_Controls.statusLabel->setText("<b>STATUS: </b><i>Welcome to nnUNet. " + QString::number(m_GpuLoader.GetGPUCount()) +
                                   " GPUs were detected.</i>");
 
   if (m_GpuLoader.GetGPUCount() != 0)
   {
     m_Controls.gpuSpinBox->setMaximum(m_GpuLoader.GetGPUCount() - 1);
   }
   mainLayout->addLayout(m_Controls.verticalLayout);
   Superclass::InitializeUI(mainLayout);
   m_UI_ROWS = m_Controls.advancedSettingsLayout->rowCount(); // Must do. Row count is correct only here.
 }
 
 void QmitknnUNetToolGUI::OnPreviewRequested()
 {
   mitk::nnUNetTool::Pointer tool = this->GetConnectedToolAs<mitk::nnUNetTool>();
   if (nullptr != tool)
   {
     try
     {
       m_Controls.previewButton->setEnabled(false); // To prevent misclicked back2back prediction.
       qApp->processEvents();
       tool->PredictOn(); // purposefully placed to make tool->GetMTime different than before.
       QString modelName = m_Controls.modelBox->currentText();
       if (modelName.startsWith("ensemble", Qt::CaseInsensitive))
       {
         ProcessEnsembleModelsParams(tool);
       }
       else
       {
         ProcessModelParams(tool);
       }
       QString pythonPathTextItem = m_Controls.pythonEnvComboBox->currentText();
       QString pythonPath = pythonPathTextItem.mid(pythonPathTextItem.indexOf(" ") + 1);
       bool isNoPip = m_Controls.nopipBox->isChecked();
 #ifdef _WIN32
       if (!isNoPip && !(pythonPath.endsWith("Scripts", Qt::CaseInsensitive) ||
                         pythonPath.endsWith("Scripts/", Qt::CaseInsensitive)))
       {
         pythonPath += QDir::separator() + QString("Scripts");
       }
 #else
       if (!(pythonPath.endsWith("bin", Qt::CaseInsensitive) || pythonPath.endsWith("bin/", Qt::CaseInsensitive)))
       {
         pythonPath += QDir::separator() + QString("bin");
       }
 #endif
       std::string nnUNetDirectory;
       if (isNoPip)
       {
         nnUNetDirectory = m_Controls.codedirectoryBox->directory().toStdString();
       }
       else if (!IsNNUNetInstalled(pythonPath))
       {
         throw std::runtime_error("nnUNet is not detected in the selected python environment. Please select a valid "
                                  "python environment or install nnUNet.");
       }
 
       tool->SetnnUNetDirectory(nnUNetDirectory);
       tool->SetPythonPath(pythonPath.toStdString());
       tool->SetModelDirectory(m_ParentFolder->getResultsFolder().toStdString());
       // checkboxes
       tool->SetMirror(m_Controls.mirrorBox->isChecked());
       tool->SetMixedPrecision(m_Controls.mixedPrecisionBox->isChecked());
       tool->SetNoPip(isNoPip);
       tool->SetMultiModal(m_Controls.multiModalBox->isChecked());
       // Spinboxes
       tool->SetGpuId(static_cast<unsigned int>(m_Controls.gpuSpinBox->value()));
       // Multi-Modal
       tool->MultiModalOff();
       if (m_Controls.multiModalBox->isChecked())
       {
         tool->m_OtherModalPaths.clear();
         tool->m_OtherModalPaths = FetchMultiModalImagesFromUI();
         tool->MultiModalOn();
       }
       tool->m_InputOutputPair = std::make_pair(nullptr, nullptr);
       m_Controls.statusLabel->setText("<b>STATUS: </b><i>Starting Segmentation task... This might take a while.</i>");
       tool->UpdatePreview();
       if (tool->GetOutputBuffer() == nullptr)
       {
         SegmentationProcessFailed();
       }
       SegmentationResultHandler(tool);
       tool->PredictOff(); // purposefully placed to make tool->GetMTime different than before.
       m_Controls.previewButton->setEnabled(true);
     }
     catch (const std::exception &e)
     {
       std::stringstream errorMsg;
       errorMsg << "Error while processing parameters for nnUNet segmentation. Reason: " << e.what();
       ShowErrorMessage(errorMsg.str());
       m_Controls.previewButton->setEnabled(true);
       tool->PredictOff();
       return;
     }
     catch (...)
     {
       std::string errorMsg = "Unkown error occured while generation nnUNet segmentation.";
       ShowErrorMessage(errorMsg);
       m_Controls.previewButton->setEnabled(true);
       tool->PredictOff();
       return;
     }
   }
 }
 
 std::vector<mitk::Image::ConstPointer> QmitknnUNetToolGUI::FetchMultiModalImagesFromUI()
 {
   std::vector<mitk::Image::ConstPointer> paths;
   if (m_Controls.multiModalBox->isChecked() && !m_Modalities.empty())
   {
     for (QmitkDataStorageComboBox *modality : m_Modalities)
     {
       if (modality->objectName() != "multiModal_0")
       {
         paths.push_back(dynamic_cast<const mitk::Image *>(modality->GetSelectedNode()->GetData()));
       }
     }
   }
   return paths;
 }
 
 bool QmitknnUNetToolGUI::IsNNUNetInstalled(const QString &pythonPath)
 {
   QString fullPath = pythonPath;
 #ifdef _WIN32
   if (!(fullPath.endsWith("Scripts", Qt::CaseInsensitive) || fullPath.endsWith("Scripts/", Qt::CaseInsensitive)))
   {
     fullPath += QDir::separator() + QString("Scripts");
   }
 #else
   if (!(fullPath.endsWith("bin", Qt::CaseInsensitive) || fullPath.endsWith("bin/", Qt::CaseInsensitive)))
   {
     fullPath += QDir::separator() + QString("bin");
   }
 #endif
   fullPath = fullPath.mid(fullPath.indexOf(" ") + 1);
   return QFile::exists(fullPath + QDir::separator() + QString("nnUNet_predict"));
 }
 
 void QmitknnUNetToolGUI::ShowErrorMessage(const std::string &message, QMessageBox::Icon icon)
 {
   this->setCursor(Qt::ArrowCursor);
   QMessageBox *messageBox = new QMessageBox(icon, nullptr, message.c_str());
   messageBox->exec();
   delete messageBox;
   MITK_WARN << message;
 }
 
 void QmitknnUNetToolGUI::ProcessEnsembleModelsParams(mitk::nnUNetTool::Pointer tool)
 {
   if (m_EnsembleParams[0]->modelBox->currentText() == m_EnsembleParams[1]->modelBox->currentText())
   {
     throw std::runtime_error("Both models you have selected for ensembling are the same.");
   }
   QString taskName = m_Controls.taskBox->currentText();
   std::vector<mitk::ModelParams> requestQ;
   QString ppDirFolderNamePart1 = "ensemble_";
   QStringList ppDirFolderNameParts;
   for (std::unique_ptr<QmitknnUNetTaskParamsUITemplate> &layout : m_EnsembleParams)
   {
     QStringList ppDirFolderName;
     QString modelName = layout->modelBox->currentText();
     ppDirFolderName << modelName;
     ppDirFolderName << "__";
     QString trainer = layout->trainerBox->currentText();
     ppDirFolderName << trainer;
     ppDirFolderName << "__";
     QString planId = layout->plannerBox->currentText();
     ppDirFolderName << planId;
+
+    if (!IsModelExists(modelName, taskName, QString(trainer + "__" + planId)))
+    {
+      std::string errorMsg = "The configuration " + modelName.toStdString() +
+                             " you have selected doesn't exist. Check your Results Folder again.";
+      throw std::runtime_error(errorMsg);
+    }
     std::vector<std::string> testfold; // empty vector to consider all folds for inferencing.
     mitk::ModelParams modelObject = MapToRequest(modelName, taskName, trainer, planId, testfold);
     requestQ.push_back(modelObject);
     ppDirFolderNameParts << ppDirFolderName.join(QString(""));
   }
   tool->EnsembleOn();
 
   QString ppJsonFilePossibility1 = QDir::cleanPath(
     m_ParentFolder->getResultsFolder() + QDir::separator() + "nnUNet" + QDir::separator() + "ensembles" +
     QDir::separator() + taskName + QDir::separator() + ppDirFolderNamePart1 + ppDirFolderNameParts.first() + "--" +
     ppDirFolderNameParts.last() + QDir::separator() + "postprocessing.json");
   QString ppJsonFilePossibility2 = QDir::cleanPath(
     m_ParentFolder->getResultsFolder() + QDir::separator() + "nnUNet" + QDir::separator() + "ensembles" +
     QDir::separator() + taskName + QDir::separator() + ppDirFolderNamePart1 + ppDirFolderNameParts.last() + "--" +
     ppDirFolderNameParts.first() + QDir::separator() + "postprocessing.json");
 
   if (QFile(ppJsonFilePossibility1).exists())
   {
     tool->SetPostProcessingJsonDirectory(ppJsonFilePossibility1.toStdString());
   }
   else if (QFile(ppJsonFilePossibility2).exists())
   {
     tool->SetPostProcessingJsonDirectory(ppJsonFilePossibility2.toStdString());
   }
   else
   {
     // warning message
   }
   tool->m_ParamQ.clear();
   tool->m_ParamQ = requestQ;
 }
 
 void QmitknnUNetToolGUI::ProcessModelParams(mitk::nnUNetTool::Pointer tool)
 {
   tool->EnsembleOff();
   std::vector<mitk::ModelParams> requestQ;
   QString modelName = m_Controls.modelBox->currentText();
   QString taskName = m_Controls.taskBox->currentText();
   QString trainer = m_Controls.trainerBox->currentText();
   QString planId = m_Controls.plannerBox->currentText();
   std::vector<std::string> fetchedFolds = FetchSelectedFoldsFromUI();
   mitk::ModelParams modelObject = MapToRequest(modelName, taskName, trainer, planId, fetchedFolds);
   requestQ.push_back(modelObject);
   tool->m_ParamQ.clear();
   tool->m_ParamQ = requestQ;
 }
+
+bool QmitknnUNetToolGUI::IsModelExists(const QString &modelName, const QString &taskName, const QString &trainerPlanner)
+{
+  QString modelSearchPath =
+    QDir::cleanPath(m_ParentFolder->getResultsFolder() + QDir::separator() + "nnUNet" + QDir::separator() + modelName +
+                    QDir::separator() + taskName + QDir::separator() + trainerPlanner);
+  if (QDir(modelSearchPath).exists())
+  {
+    return true;
+  }
+  return false;
+}
diff --git a/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.h b/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.h
index 628033525f..583151c47a 100644
--- a/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.h
+++ b/Modules/SegmentationUI/Qmitk/QmitknnUNetToolGUI.h
@@ -1,216 +1,222 @@
 /*============================================================================
 
 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.s
 
 ============================================================================*/
 
 #ifndef QmitknnUNetToolGUI_h_Included
 #define QmitknnUNetToolGUI_h_Included
 
 #include "QmitkAutoMLSegmentationToolGUIBase.h"
 #include "QmitknnUNetFolderParser.h"
 #include "QmitknnUNetGPU.h"
 #include "mitknnUnetTool.h"
 #include "ui_QmitknnUNetToolGUIControls.h"
 #include <MitkSegmentationUIExports.h>
 #include <QMessageBox>
 #include <QmitkDataStorageComboBox.h>
 #include <QmitknnUNetEnsembleLayout.h>
 
 class MITKSEGMENTATIONUI_EXPORT QmitknnUNetToolGUI : public QmitkAutoMLSegmentationToolGUIBase
 {
   Q_OBJECT
 
 public:
   mitkClassMacro(QmitknnUNetToolGUI, QmitkAutoMLSegmentationToolGUIBase);
   itkFactorylessNewMacro(Self);
   itkCloneMacro(Self);
 
 protected slots:
 
   /**
    * @brief Qt slot
    *
    */
   void OnPreviewRequested();
 
   /**
    * @brief Qt slot
    *
    */
   void OnDirectoryChanged(const QString &);
 
   /**
    * @brief Qt slot
    *
    */
   void OnModelChanged(const QString &);
 
   /**
    * @brief Qt slot
    *
    */
   void OnTaskChanged(const QString &);
 
   /**
    * @brief Qt slot
    *
    */
   void OnTrainerChanged(const QString &);
 
   /**
    * @brief Qt slot
    *
    */
   void OnCheckBoxChanged(int);
 
   /**
    * @brief Qthread slot to capture failures from thread worker and
    * shows error message
    *
    */
   void SegmentationProcessFailed();
 
   /**
    * @brief Qthread to capture sucessfull nnUNet segmentation.
    * Further, renders the LabelSet image
    */
   void SegmentationResultHandler(mitk::nnUNetTool *);
 
   /**
    * @brief Qt Slot
    *
    */
   void OnModalitiesNumberChanged(int);
 
   /**
    * @brief Qt Slot
    *
    */
   void OnPythonPathChanged(const QString &);
 
   /**
    * @brief Qt Slot
    *
    */
   void OnModalPositionChanged(int);
 
   /**
    * @brief Qt slot
    *
    */
   void OnRefreshPresssed();
 
 protected:
   QmitknnUNetToolGUI();
   ~QmitknnUNetToolGUI() = default;
 
   void ConnectNewTool(mitk::AutoSegmentationWithPreviewTool *newTool) override;
   void InitializeUI(QBoxLayout *mainLayout) override;
   void EnableWidgets(bool enabled) override;
 
 private:
   /**
    * @brief Parses the ensemble UI elements and sets to nnUNetTool object pointer.
    *
    */
   void ProcessEnsembleModelsParams(mitk::nnUNetTool::Pointer);
 
   /**
    * @brief Parses the UI elements and sets to nnUNetTool object pointer.
    *
    */
   void ProcessModelParams(mitk::nnUNetTool::Pointer);
 
   /**
    * @brief Creates and renders QmitknnUNetTaskParamsUITemplate layout for ensemble input.
    */
   void ShowEnsembleLayout(bool visible = true);
 
   /**
    * @brief Creates a QMessage object and shows on screen.
    */
   void ShowErrorMessage(const std::string &, QMessageBox::Icon = QMessageBox::Critical);
 
   /**
    * @brief Searches and parses paths of python virtual enviroments
    * from predefined lookout locations
    */
   void AutoParsePythonPaths();
 
+  /**
+   * @brief Check if pretrained model sub folder inside RESULTS FOLDER exist.
+   * 
+   */
+  bool IsModelExists(const QString&, const QString&, const QString&);
+
   /**
    * @brief Clears all combo boxes
    * Any new combo box added in the future can be featured here for clearance.
    *
    */
   void ClearAllComboBoxes();
 
   /**
    * @brief Checks if nnUNet_predict command is valid in the selected python virtual environment.
    *
    * @return bool
    */
   bool IsNNUNetInstalled(const QString &);
 
   /**
    * @brief Mapper function to map QString entries from UI to ModelParam attributes.
    *
    * @return mitk::ModelParams
    */
   mitk::ModelParams MapToRequest(
     const QString &, const QString &, const QString &, const QString &, const std::vector<std::string> &);
 
   /**
    * @brief Returns checked fold names from the ctk-Checkable-ComboBox.
    *
    * @return std::vector<std::string>
    */
   std::vector<std::string> FetchSelectedFoldsFromUI();
 
   /**
    * @brief Returns all paths from the dynamically generated ctk-path-line-edit boxes.
    *
    * @return std::vector<std::string>
    */
   std::vector<mitk::Image::ConstPointer> FetchMultiModalImagesFromUI();
 
   Ui_QmitknnUNetToolGUIControls m_Controls;
   QmitkGPULoader m_GpuLoader;
 
   /**
    * @brief Stores all dynamically added ctk-path-line-edit UI elements.
    *
    */
   std::vector<QmitkDataStorageComboBox *> m_Modalities;
 
   std::vector<std::unique_ptr<QmitknnUNetTaskParamsUITemplate>> m_EnsembleParams;
 
   mitk::NodePredicateBase::Pointer m_MultiModalPredicate;
 
   /**
    * @brief Stores row count of the "advancedSettingsLayout" layout element. This value helps dynamically add
    * ctk-path-line-edit UI elements at the right place. Forced to initialize in the InitializeUI method since there is
    * no guarantee of retrieving exact row count anywhere else.
    *
    */
   int m_UI_ROWS;
 
   /**
    * @brief Stores path of the model director (RESULTS_FOLDER appended by "nnUNet").
    *
    */
   std::shared_ptr<QmitknnUNetFolderParser> m_ParentFolder = nullptr;
 
   /**
    * @brief Valid list of models supported by nnUNet
    *
    */
   const QStringList m_VALID_MODELS = {"2d", "3d_lowres", "3d_fullres", "3d_cascade_fullres", "ensembles"};
 };
 #endif