Index

A

add_label_in_dcm() (in module dicom_converter.add_metadata) after_epoch() (federated_learning.client.dsail.differential_privacy.DPCallback method) aggregate_fit() (federated_learning.server.server.SaveModelStrategy method)

anonymize() (in module dicom_pseudonymizer.anonymizer) anonymize_dataset() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) anonymize_dicom_file() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) as_tensor() (in module federated_learning.client.client)

B

before_step() (federated_learning.client.dsail.differential_privacy.DPCallback method)

C

cat_to_dataset() (in module dicom_converter.utils.cat_to_dataset) classify_in_labelled_folders() (in module dicom_converter.classify_data)

clean() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) compress_to_png() (in module dicom_converter.utils.dicom_to_img)

D

dataset_to_cat() (in module dicom_converter.utils.cat_to_dataset) decompose_dicom() (in module dicom_converter.utils.dicom_to_img) delete() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) delete_element() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) delete_or_empty() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) delete_or_empty_or_replace() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) delete_or_empty_or_replace_UID() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) delete_or_replace() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) dicom_converter module dicom_converter.add_metadata module, [1] dicom_converter.classify_data module, [1] dicom_converter.utils module dicom_converter.utils.cat_to_dataset module, [1]

dicom_converter.utils.dicom_to_img module, [1] dicom_converter.utils.hospital_split module, [1] dicom_from_img_or_json() (in module dicom_converter.utils.dicom_to_img) dicom_pseudonymizer module dicom_pseudonymizer.anonymizer module, [1] dicom_pseudonymizer.utils module dicom_pseudonymizer.utils.dicom_fields module, [1] dicom_pseudonymizer.utils.format_tag module, [1] dicom_pseudonymizer.utils.simple_dicomanonymizer module, [1] DPCallback (class in federated_learning.client.dsail.differential_privacy)

E

empty() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) empty_element() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer)

empty_or_replace() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) evaluate() (federated_learning.client.dsail.federated_learning.FLClient method)

F

federated_learning module federated_learning.client module federated_learning.client.client module, [1] federated_learning.client.dsail module federated_learning.client.dsail.differential_privacy module, [1]

federated_learning.client.dsail.federated_learning module, [1] federated_learning.client.dsail.utils module, [1] federated_learning.server module federated_learning.server.server module, [1] fit() (federated_learning.client.dsail.federated_learning.FLClient method) FLClient (class in federated_learning.client.dsail.federated_learning)

G

generate_actions() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) generate_actions_dictionary() (in module dicom_pseudonymizer.anonymizer) get_imbalance_weights() (in module federated_learning.client.dsail.utils) get_parameters() (federated_learning.client.dsail.federated_learning.FLClient method)

get_private_tag() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) get_private_tags() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) get_tag_from_json() (in module dicom_converter.classify_data) (in module dicom_converter.utils.dicom_to_img) go_through_folder() (in module dicom_converter.add_metadata)

H

hex_to_string() (in module dicom_pseudonymizer.utils.format_tag)

hospital_split() (in module dicom_converter.utils.hospital_split)

I

ImbalancedDatasetSampler (class in federated_learning.client.dsail.utils)

img_from_dicom() (in module dicom_converter.utils.dicom_to_img) initialize_actions() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer)

K

keep() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer)

M

main() (in module dicom_pseudonymizer.anonymizer) (in module federated_learning.client.client) (in module federated_learning.server.server) module dicom_converter dicom_converter.add_metadata, [1] dicom_converter.classify_data, [1] dicom_converter.utils dicom_converter.utils.cat_to_dataset, [1] dicom_converter.utils.dicom_to_img, [1] dicom_converter.utils.hospital_split, [1] dicom_pseudonymizer dicom_pseudonymizer.anonymizer, [1] dicom_pseudonymizer.utils dicom_pseudonymizer.utils.dicom_fields, [1] dicom_pseudonymizer.utils.format_tag, [1] dicom_pseudonymizer.utils.simple_dicomanonymizer, [1] federated_learning federated_learning.client federated_learning.client.client, [1] federated_learning.client.dsail federated_learning.client.dsail.differential_privacy, [1] federated_learning.client.dsail.federated_learning, [1] federated_learning.client.dsail.utils, [1] federated_learning.server federated_learning.server.server, [1]

R

regexp() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) replace() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) replace_and_keep_correspondence() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) replace_element() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer)

replace_element_date() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) replace_element_date_time() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) replace_element_UID() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer) replace_UID() (in module dicom_pseudonymizer.utils.simple_dicomanonymizer)

S

save_matrix() (in module federated_learning.client.dsail.utils) save_roc() (in module federated_learning.client.dsail.utils)

SaveModelStrategy (class in federated_learning.server.server) set_parameters() (federated_learning.client.dsail.federated_learning.FLClient method) set_seed() (in module federated_learning.client.dsail.utils)

T

tag_to_hex_strings() (in module dicom_pseudonymizer.utils.format_tag)