def METHOD_NAME(out_dir, mode, tsv_file, parameters):
    from clinicadl.prepare_data.prepare_data import DeepLearningPrepareData
    DeepLearningPrepareData(
        caps_directory=out_dir / f"caps_{mode}",
        tsv_file=tsv_file,
        n_proc=1,
        parameters=parameters,
    )