\footnotesize
\begin{longtable}{|l|c|c||l|c|c|}
\hline
\textbf{Feature Name} & \textbf{Corr $< 0.95$} & \textbf{Corr $< 0.99$} & \textbf{Feature Name} & \textbf{Corr $< 0.95$} & \textbf{Corr $< 0.99$} \\
\hline
mean\_r & \checkmark & \checkmark & median\_r & \checkmark & \checkmark \\
mean\_g &  & \checkmark & median\_g & \checkmark & \checkmark \\
mean\_b &  & \checkmark & median\_b & \checkmark & \checkmark \\
mean\_h &  & \checkmark & ratio\_bright & \checkmark & \checkmark \\
mean\_s &  & \checkmark & ratio\_dark & \checkmark & \checkmark \\
mean\_v &  & \checkmark & 10\_dark & \checkmark & \checkmark \\
mean\_l &  & \checkmark & 10\_bright & \checkmark & \checkmark \\
mean\_a &  \checkmark & \checkmark & mean & \checkmark & \checkmark \\
mean\_(la)b &  \checkmark & \checkmark & size & \checkmark & \checkmark \\
\hline
\caption{List of region statistics and whether they are included for different correlation thresholds $\tau$.}
\label{tab:feature_region}
\end{longtable}


\footnotesize
\begin{longtable}{|l|c|c||l|c|c|}
\hline
\textbf{Feature Name} & \textbf{$<0.95$} & \textbf{$<0.99$} & \textbf{Feature Name} & \textbf{$<0.95$} & \textbf{$<0.99$} \\
\hline
\textbf{original\_firstorder} & & & \textbf{original\_glrlm} & & \\
\hspace{2mm}...10Percentile & & \checkmark & \hspace{2mm}...GrayLevelNonUniformity & \checkmark & \checkmark \\
\hspace{2mm}...90Percentile & \checkmark & \checkmark & \makecell{\hspace{2mm}...GrayLevelNonUniformity\\Normalized} & \checkmark & \checkmark \\
\hspace{2mm}...Energy & \checkmark & \checkmark & \hspace{2mm}...GrayLevelVariance & & \checkmark \\
\hspace{2mm}...Entropy & \checkmark & \checkmark & \hspace{2mm}...HighGrayLevelRunEmphasis & & \checkmark \\
\hspace{2mm}...InterquartileRange & \checkmark & \checkmark & \hspace{2mm}...LongRunEmphasis & \checkmark & \checkmark \\
\hspace{2mm}...Kurtosis & \checkmark & \checkmark & \makecell{\hspace{2mm}...LongRunHighGrayLevel\\Emphasis} & \checkmark & \checkmark \\
\hspace{2mm}...Maximum & \checkmark & \checkmark & \makecell{\hspace{2mm}...LongRunLowGrayLevel\\Emphasis} & \checkmark & \checkmark \\
\hspace{2mm}...MeanAbsoluteDeviation & & \checkmark & \hspace{2mm}...LowGrayLevelRunEmphasis & & \checkmark \\
\hspace{2mm}...Mean & & & \hspace{2mm}...RunEntropy & \checkmark & \checkmark \\
\hspace{2mm}...Median & & \checkmark & \hspace{2mm}...RunLengthNonUniformity & \checkmark & \checkmark \\
\hspace{2mm}...Minimum & \checkmark & \checkmark & \makecell{\hspace{2mm}...RunLengthNonUniformity\\Normalized} & \checkmark & \checkmark \\
\hspace{2mm}...Range & & \checkmark & \hspace{2mm}...RunPercentage & & \checkmark \\
\makecell{\hspace{2mm}...RobustMeanAbsolute\\Deviation} & & \checkmark & \hspace{2mm}...RunVariance & \checkmark & \checkmark \\
\hspace{2mm}...RootMeanSquared & & \checkmark & \hspace{2mm}...ShortRunEmphasis & \checkmark & \checkmark \\
\hspace{2mm}...Skewness & \checkmark & \checkmark & \makecell{\hspace{2mm}...ShortRunHighGray\\LevelEmphasis} & \checkmark & \checkmark \\
\hspace{2mm}...TotalEnergy & & & \makecell{\hspace{2mm}...ShortRunLowGray\\LevelEmphasis} & \checkmark & \checkmark \\
\hspace{2mm}...Uniformity & & \checkmark & & & \\
\hspace{2mm}...Variance & \checkmark & \checkmark & & & \\
\hline
\textbf{original\_glcm} & & & \textbf{original\_glszm} & & \\
\hspace{2mm}...Autocorrelation & & \checkmark & \hspace{2mm}...GrayLevelNonUniformity & \checkmark & \checkmark \\
\hspace{2mm}...ClusterProminence & \checkmark & \checkmark & \makecell{\hspace{2mm}...GrayLevelNonUniformity\\Normalized} & \checkmark & \checkmark \\
\hspace{2mm}...ClusterShade & \checkmark & \checkmark & \hspace{2mm}...GrayLevelVariance & \checkmark & \checkmark \\
\hspace{2mm}...ClusterTendency & \checkmark & \checkmark & \makecell{\hspace{2mm}...HighGrayLevelZone\\Emphasis} & \checkmark & \checkmark \\
\hspace{2mm}...Contrast & \checkmark & \checkmark & \hspace{2mm}...LargeAreaEmphasis & \checkmark & \checkmark \\
\hspace{2mm}...Correlation & \checkmark & \checkmark & \makecell{\hspace{2mm}...LargeAreaHighGray\\LevelEmphasis} & \checkmark & \checkmark \\
\hspace{2mm}...DifferenceAverage & \checkmark & \checkmark & \makecell{\hspace{2mm}...LargeAreaLowGray\\LevelEmphasis} & \checkmark & \checkmark \\
\hspace{2mm}...DifferenceEntropy & \checkmark & \checkmark & \makecell{\hspace{2mm}...LowGrayLevelZone\\Emphasis} & \checkmark & \checkmark \\
\hspace{2mm}...DifferenceVariance & \checkmark & \checkmark & \hspace{2mm}...SizeZoneNonUniformity & \checkmark & \checkmark \\
\hspace{2mm}...Id & \checkmark & \checkmark & \makecell{\hspace{2mm}...SizeZoneNonUniformity\\Normalized} & \checkmark & \checkmark \\
\hspace{2mm}...Idm & & & \hspace{2mm}...SmallAreaEmphasis & \checkmark & \checkmark \\
\hspace{2mm}...Idmn & \checkmark & \checkmark & \makecell{\hspace{2mm}...SmallAreaHighGray\\LevelEmphasis} & \checkmark & \checkmark \\
\hspace{2mm}...Idn & \checkmark & \checkmark & \makecell{\hspace{2mm}...SmallAreaLowGray\\LevelEmphasis} & \checkmark & \checkmark \\
\hspace{2mm}...Imc1 & \checkmark & \checkmark & \hspace{2mm}...ZoneEntropy & \checkmark & \checkmark \\
\hspace{2mm}...Imc2 & \checkmark & \checkmark & \hspace{2mm}...ZonePercentage & \checkmark & \checkmark \\
\hspace{2mm}...InverseVariance & \checkmark & \checkmark & \hspace{2mm}...ZoneVariance & \checkmark & \checkmark \\
\hspace{2mm}...JointAverage & & & & & \\
\hspace{2mm}...JointEnergy & & \checkmark & \textbf{original\_ngtdm} & & \\
\hspace{2mm}...JointEntropy & & \checkmark & \hspace{2mm}...Busyness & \checkmark & \checkmark \\
\hspace{2mm}...MCC & \checkmark & \checkmark & \hspace{2mm}...Coarseness & \checkmark & \checkmark \\
\hspace{2mm}...MaximumProbability & \checkmark & \checkmark & \hspace{2mm}...Complexity & \checkmark & \checkmark \\
\hspace{2mm}...SumAverage & \checkmark & \checkmark & \hspace{2mm}...Contrast & \checkmark & \checkmark \\
\hspace{2mm}...SumEntropy & & \checkmark & \hspace{2mm}...Strength & \checkmark & \checkmark \\
\hspace{2mm}...SumSquares & & & & & \\
\hline
\textbf{original\_gldm} & & & & & \\
\hspace{2mm}...DependenceEntropy & \checkmark & \checkmark & & & \\
\hspace{2mm}...DependenceNonUniformity & \checkmark & \checkmark & & & \\
\makecell{\hspace{2mm}...DependenceNonUniformity\\Normalized} & & \checkmark & & & \\
\hspace{2mm}...DependenceVariance & \checkmark & \checkmark & & & \\
\hspace{2mm}...GrayLevelNonUniformity & \checkmark & \checkmark & & & \\
\hspace{2mm}...GrayLevelVariance & & & & & \\
\hspace{2mm}...HighGrayLevelEmphasis & & & & & \\
\hspace{2mm}...LargeDependenceEmphasis & & \checkmark & & & \\
\makecell{\hspace{2mm}...LargeDependenceHighGray\\LevelEmphasis} & \checkmark & \checkmark & & & \\
\makecell{\hspace{2mm}...LargeDependenceLowGray\\LevelEmphasis} & \checkmark & \checkmark & & & \\
\hspace{2mm}...LowGrayLevelEmphasis & \checkmark & \checkmark & & & \\
\hspace{2mm}...SmallDependenceEmphasis & \checkmark & \checkmark & & & \\
\makecell{\hspace{2mm}...SmallDependenceHighGray\\LevelEmphasis} & \checkmark & \checkmark & & & \\
\makecell{\hspace{2mm}...SmallDependenceLowGray\\LevelEmphasis} & \checkmark & \checkmark & & & \\
\hline
\caption{List of radiomics features and whether they are included for different correlation thresholds $\tau$.}
\label{tab:feature_radiomics}
\end{longtable}


\newpage

\footnotesize
\begin{longtable}{|l|c|c||l|c|c|}
\hline
\textbf{Feature Name} & \textbf{$<0.95$} & \textbf{$<0.99$} & \textbf{Feature Name} & \textbf{$<0.95$} & \textbf{$<0.99$} \\
\hline
\textbf{all} & & & \textbf{inflam} & & \\
\hspace{2mm}...count & \checkmark & \checkmark & \hspace{2mm}...count & \checkmark & \checkmark \\
\hspace{2mm}...mean\_area & \checkmark & \checkmark & \hspace{2mm}...mean\_area & \checkmark & \checkmark \\
\hspace{2mm}...std\_area & & \checkmark & \hspace{2mm}...std\_area & \checkmark & \checkmark \\
\hspace{2mm}...5p\_area & \checkmark & \checkmark & \hspace{2mm}...5p\_area & & \\
\hspace{2mm}...25p\_area & \checkmark & \checkmark & \hspace{2mm}...25p\_area & & \checkmark \\
\hspace{2mm}...50p\_area & & \checkmark & \hspace{2mm}...50p\_area & & \\
\hspace{2mm}...75p\_area & & \checkmark & \hspace{2mm}...75p\_area & & \\
\hspace{2mm}...95p\_area & & \checkmark & \hspace{2mm}...95p\_area & & \\
\hspace{2mm}...min\_area & \checkmark & \checkmark & \hspace{2mm}...min\_area & \checkmark & \checkmark \\
\hspace{2mm}...max\_area & \checkmark & \checkmark & \hspace{2mm}...max\_area & & \checkmark \\
\hspace{2mm}...density & \checkmark & \checkmark & \hspace{2mm}...density & \checkmark & \checkmark \\
\hline
\textbf{nolabe} & & & \textbf{connec} & & \\
\hspace{2mm}...count & \checkmark & \checkmark & \hspace{2mm}...count & \checkmark & \checkmark \\
\hspace{2mm}...mean\_area & \checkmark & \checkmark & \hspace{2mm}...mean\_area & \checkmark & \checkmark \\
\hspace{2mm}...std\_area & \checkmark & \checkmark & \hspace{2mm}...std\_area & \checkmark & \checkmark \\
\hspace{2mm}...5p\_area & & & \hspace{2mm}...5p\_area & & \\
\hspace{2mm}...25p\_area & & & \hspace{2mm}...25p\_area & \checkmark & \checkmark \\
\hspace{2mm}...50p\_area & & & \hspace{2mm}...50p\_area & & \checkmark \\
\hspace{2mm}...75p\_area & & & \hspace{2mm}...75p\_area & & \checkmark \\
\hspace{2mm}...95p\_area & & & \hspace{2mm}...95p\_area & & \checkmark \\
\hspace{2mm}...min\_area & & \checkmark & \hspace{2mm}...min\_area & \checkmark & \checkmark \\
\hspace{2mm}...max\_area & & \checkmark & \hspace{2mm}...max\_area & \checkmark & \checkmark \\
\hspace{2mm}...density & \checkmark & \checkmark & \hspace{2mm}...density & \checkmark & \checkmark \\
\hline
\textbf{neopla} & & & \textbf{necros} & & \\
\hspace{2mm}...count & \checkmark & \checkmark & \hspace{2mm}...count & \checkmark & \checkmark \\
\hspace{2mm}...mean\_area & \checkmark & \checkmark & \hspace{2mm}...mean\_area & \checkmark & \checkmark \\
\hspace{2mm}...std\_area & \checkmark & \checkmark & \hspace{2mm}...std\_area & \checkmark & \checkmark \\
\hspace{2mm}...5p\_area & & \checkmark & \hspace{2mm}...5p\_area & & \\
\hspace{2mm}...25p\_area & & \checkmark & \hspace{2mm}...25p\_area & & \checkmark \\
\hspace{2mm}...50p\_area & & & \hspace{2mm}...50p\_area & & \\
\hspace{2mm}...75p\_area & & & \hspace{2mm}...75p\_area & & \\
\hspace{2mm}...95p\_area & & \checkmark & \hspace{2mm}...95p\_area & & \\
\hspace{2mm}...min\_area & \checkmark & \checkmark & \hspace{2mm}...min\_area & \checkmark & \checkmark \\
\hspace{2mm}...max\_area & \checkmark & \checkmark & \hspace{2mm}...max\_area & \checkmark & \checkmark \\
\hspace{2mm}...density & \checkmark & \checkmark & \hspace{2mm}...density & \checkmark & \checkmark \\
\hline
\multicolumn{3}{|l||}{} & \textbf{no-neo} & & \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...count & \checkmark & \checkmark \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...mean\_area & \checkmark & \checkmark \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...std\_area & \checkmark & \checkmark \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...5p\_area & & \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...25p\_area & & \checkmark \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...50p\_area & & \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...75p\_area & & \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...95p\_area & & \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...min\_area & \checkmark & \checkmark \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...max\_area & & \checkmark \\
\multicolumn{3}{|l||}{} & \hspace{2mm}...density & \checkmark & \checkmark \\
\hline
\caption{List of nuclear characteristics and whether they are included for different correlation thresholds $\tau$.}
\label{tab:feature_nuclei}
\end{longtable}