Longitudinal ECG Analysis
Contents:
Overview
Clinical Background
Datasets
Examples
Variables
Maintenance
Use in Publications
API Documentation
Longitudinal ECG Analysis
Index
Index
_
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A
|
C
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D
|
E
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F
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G
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I
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L
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M
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O
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P
|
R
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S
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T
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V
_
_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)