Index

_

_generate_time_vector() (longitudinal_ecg_analysis.derive_signal_features.Signal method)

A

add_prefix_to_columns() (in module longitudinal_ecg_analysis.derive_signal_features) aggregate_features_at_encounter_level() (in module longitudinal_ecg_analysis.derive_signal_features)

apply_inclusion_criteria() (in module longitudinal_ecg_analysis.curate_analysis_dataset) ask_approval_to_create_dir() (in module longitudinal_ecg_analysis.utils)

C

calculate_prsa_features() (in module longitudinal_ecg_analysis.feature_extractors.prsa) check_dataset_specific_preparation() (in module longitudinal_ecg_analysis.curate_entire_dataset) check_mcmed_dataset_files() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed) check_music_dataset_files() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_music) compute_past_future_flags() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed) create_list_rel_encs() (in module longitudinal_ecg_analysis.curate_analysis_dataset)

create_signal_channel_key() (in module longitudinal_ecg_analysis.utils) create_var_info() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed) curate_dataset_hh() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_hh) curate_dataset_mcmed() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed) curate_dataset_music() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_music) curate_the_analysis_dataset() (in module longitudinal_ecg_analysis.curate_analysis_dataset) curate_the_entire_dataset() (in module longitudinal_ecg_analysis.curate_entire_dataset)

D

define_segments() (in module longitudinal_ecg_analysis.derive_signal_features) define_universal_signal_key() (in module longitudinal_ecg_analysis.utils) derive_additional_standardised_metrics() (in module longitudinal_ecg_analysis.curate_entire_dataset) derive_features_from_ecg() (in module longitudinal_ecg_analysis.derive_signal_features)

derive_metrics_from_rec_sig() (in module longitudinal_ecg_analysis.derive_signal_features) derive_signal_features_for_analysis() (in module longitudinal_ecg_analysis.derive_signal_features) do_compile_for_stats() (in module longitudinal_ecg_analysis.compile_for_stats) do_stats_analysis() (in module longitudinal_ecg_analysis.stats_analysis) do_univariate_analysis() (in module longitudinal_ecg_analysis.stats_analysis)

E

ensure_directories_exist() (in module longitudinal_ecg_analysis.utils) extract_features_from_recordings() (in module longitudinal_ecg_analysis.derive_signal_features) extract_prsa_metrics() (in module longitudinal_ecg_analysis.feature_extractors.prsa)

extract_recording_durations() (in module longitudinal_ecg_analysis.curate_entire_dataset) extract_standard_dataset_variables() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed) (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_music) extract_subset_for_analysis() (in module longitudinal_ecg_analysis.curate_analysis_dataset)

F

fs (longitudinal_ecg_analysis.derive_signal_features.Signal attribute)

function_start_end_print() (in module longitudinal_ecg_analysis.utils)

G

get_recording_file_extension() (in module longitudinal_ecg_analysis.utils)

I

identify_ECG_recording_file_paths() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_music) identify_potential_signals() (in module longitudinal_ecg_analysis.derive_signal_features) identify_predictor_response_variables() (in module longitudinal_ecg_analysis.utils)

identify_recs() (in module longitudinal_ecg_analysis.utils) identify_relevant_sigtype_dataset() (in module longitudinal_ecg_analysis.derive_signal_features) identify_req_signals() (in module longitudinal_ecg_analysis.utils) identify_waveform_recording_file_paths() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed)

L

load_analysis_settings() (in module longitudinal_ecg_analysis.utils) load_dataset_settings() (in module longitudinal_ecg_analysis.utils) load_enc_data() (in module longitudinal_ecg_analysis.utils) load_info_on_signal() (in module longitudinal_ecg_analysis.derive_signal_features) load_rec_enc_subj() (in module longitudinal_ecg_analysis.utils) load_recording_filepath_root() (in module longitudinal_ecg_analysis.utils) load_rel_encs() (in module longitudinal_ecg_analysis.utils) load_sig_seg() (in module longitudinal_ecg_analysis.derive_signal_features) longitudinal_ecg_analysis module longitudinal_ecg_analysis.compile_for_stats module longitudinal_ecg_analysis.curate_analysis_dataset module longitudinal_ecg_analysis.curate_entire_dataset module longitudinal_ecg_analysis.dataset_curators module longitudinal_ecg_analysis.dataset_curators.curate_dataset_hh module

longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed module longitudinal_ecg_analysis.dataset_curators.curate_dataset_music module longitudinal_ecg_analysis.derive_signal_features module longitudinal_ecg_analysis.feature_extractors module longitudinal_ecg_analysis.feature_extractors.prsa module longitudinal_ecg_analysis.gen_analysis_settings module longitudinal_ecg_analysis.gen_dataset_settings module longitudinal_ecg_analysis.run_demo module longitudinal_ecg_analysis.stats_analysis module longitudinal_ecg_analysis.utils module

M

make_tableone() (in module longitudinal_ecg_analysis.stats_analysis) merge_df_waves_into_df() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed) module longitudinal_ecg_analysis longitudinal_ecg_analysis.compile_for_stats longitudinal_ecg_analysis.curate_analysis_dataset longitudinal_ecg_analysis.curate_entire_dataset longitudinal_ecg_analysis.dataset_curators longitudinal_ecg_analysis.dataset_curators.curate_dataset_hh longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed longitudinal_ecg_analysis.dataset_curators.curate_dataset_music longitudinal_ecg_analysis.derive_signal_features longitudinal_ecg_analysis.feature_extractors longitudinal_ecg_analysis.feature_extractors.prsa longitudinal_ecg_analysis.gen_analysis_settings longitudinal_ecg_analysis.gen_dataset_settings longitudinal_ecg_analysis.run_demo longitudinal_ecg_analysis.stats_analysis longitudinal_ecg_analysis.utils

O

obtain_analysis_settings_file_path() (in module longitudinal_ecg_analysis.utils) obtain_custom_analysis_settings() (in module longitudinal_ecg_analysis.utils)

obtain_dataset_settings_file_path() (in module longitudinal_ecg_analysis.utils) obtain_dataset_specific_curation_function() (in module longitudinal_ecg_analysis.curate_entire_dataset)

P

perform_dataset_specific_data_curation() (in module longitudinal_ecg_analysis.curate_entire_dataset)

perform_preprocessing_for_ecg() (in module longitudinal_ecg_analysis.derive_signal_features)

R

reformat_variables() (in module longitudinal_ecg_analysis.dataset_curators.curate_dataset_mcmed)

S

Signal (class in longitudinal_ecg_analysis.derive_signal_features)

standardise_name() (in module longitudinal_ecg_analysis.utils) standardise_sig_name() (in module longitudinal_ecg_analysis.utils)

T

t (longitudinal_ecg_analysis.derive_signal_features.Signal attribute)

V

v (longitudinal_ecg_analysis.derive_signal_features.Signal attribute)