| # Model Card for None | |
| *architecture*: Conv4_FC3 | |
| *multi_network*: False | |
| *dropout*: 0.0 | |
| *latent_space_dimension*: 64 | |
| *latent_space_size*: 2 | |
| *selection_metrics*: ['loss'] | |
| *label*: diagnosis | |
| *selection_threshold*: 0.0 | |
| *gpu*: True | |
| *n_proc*: 32 | |
| *batch_size*: 32 | |
| *evaluation_steps*: 20 | |
| *seed*: 0 | |
| *deterministic*: False | |
| *compensation*: memory | |
| *transfer_path*: ../../autoencoders/exp3/maps | |
| *transfer_selection_metric*: loss | |
| *use_extracted_features*: False | |
| *multi_cohort*: False | |
| *diagnoses*: ['AD', 'CN'] | |
| *baseline*: True | |
| *normalize*: True | |
| *data_augmentation*: False | |
| *sampler*: random | |
| *n_splits*: 5 | |
| *epochs*: 200 | |
| *learning_rate*: 1e-05 | |
| *weight_decay*: 0.0001 | |
| *patience*: 10 | |
| *tolerance*: 0.0 | |
| *accumulation_steps*: 1 | |
| *optimizer*: Adam | |
| *preprocessing_dict*: {'preprocessing': 't1-linear', 'mode': 'roi', 'use_uncropped_image': False, 'roi_list': ['leftHippocampusBox', 'rightHippocampusBox'], 'uncropped_roi': False, 'prepare_dl': False, 'file_type': {'pattern': '*space-MNI152NLin2009cSym_desc-Crop_res-1x1x1_T1w.nii.gz', 'description': 'T1W Image registered using t1-linear and cropped (matrix size 169×208×179, 1 mm isotropic voxels)', 'needed_pipeline': 't1-linear'}} | |
| *mode*: roi | |
| *network_task*: classification | |
| *caps_directory*: $WORK/../commun/datasets/adni/caps/caps_v2021 | |
| *tsv_path*: $WORK/Aramis_tools/ClinicaDL_tools/experiments_ADDL/data/ADNI/train | |
| *validation*: KFoldSplit | |
| *num_networks*: 2 | |
| *label_code*: {'AD': 0, 'CN': 1} | |
| *output_size*: 2 | |
| *input_size*: [1, 50, 50, 50] | |
| *loss*: None | |