All functions

CT_Skull_Strip()

CT Skull Stripping within R

CT_Skull_Strip_robust() CT_Skull_Strip_register() CT_Skull_Strip_smooth()

Robust CT Skull Stripping

CT_Skull_Stripper() CT_Skull_Stripper_mask()

CT Skull Stripping Wrapper

biometric_mask() ct_biometric_mask() mri_biometric_mask()

Estimate Biometric Masks

create_ct_head_mask() segment_ct_head()

Create CT Head Mask

ct_dcm2nii()

CT DICOM to NIfTI conversion

ct_template()

Read in CT Template

ct_template_fname()

Get CT Template Filename

download_deepbleed_model() load_deepbleed_model() predict_deepbleed()

DeepBleed Model

dil_ero()

Fill image holes with dilation then erosion

ct_ear_mask() mri_ear_mask()

Create Mask of the Ears

est.cutoffs big_est.cutoffs

Estimated Cutoffs for ICH

ct_face_mask() mri_face_mask()

Create Mask of the Face

get_neighbors()

Calculate Moments of Neighborhood

ich_candidate_voxels()

Create ICH Segmentation Candidate Voxesl

ich_predict()

Predict ICH Images

ich_preprocess() ich_cnn_preprocess()

Preprocess data for ICH Segmentation

ich_segment() ich_process_predictors()

Predict ICH Segmentation

ich_train_data()

Create ICH Train Data

ich_train_model()

ICH Train Model

local_moment()

Calculate Moments of Neighborhood

logistic_modlist

Estimated Logistic Model List for ICH

make_predictors()

Make CT Predictors

mean_image()

Calculate Mean Image by FFT

rf_modlist big_rf_modlist

Estimated Random Forest Model List for ICH

smoothed_logistic_cutoffs

Estimated Logistic Model List of Cutoffs for Smoothed Data for ICH

smoothed_rf_cutoffs smoothed_big_rf_cutoffs

Estimated Random Forest List of Cutoffs for Smoothed Data for ICH