Model catalog¶
The committed catalog describes 279 tasks. Availability on a given portal depends on its
installed runtime, model assets, licence keys and recorded orientation evidence; GET /api/v1/models
reports it live, together with the reason a task is disabled.
Structure kinds: fixed tasks export a known label list (the count is the number of possible ROIs; only structures found in a scan are written), variable tasks name ROIs from the input, prompted tasks segment the target given by points, a box or text, and report tasks produce a document instead of contours. Unresolved entries have no exporter label contract and cannot be run.
| Role | Tasks |
|---|---|
| informational or blocked | 55 |
| no exporter label contract | 9 |
| report task | 1 |
| segmentation task | 214 |
| Modality | Tasks |
|---|---|
| CT | 164 |
| MR | 102 |
| PT | 13 |
Licences cover model code and weights as stated by their authors; the RTsegmentator licence does not grant rights to any model. The external model ledger records the evidence and terms behind each entry.
| Task | Modality | Structures | Licence | Reference | Catalog role |
|---|---|---|---|---|---|
abdominal_muscles |
CT | fixed (22) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
accurate_petct_desktop |
PT | unresolved | Not recorded in the catalog; see the reference | link | informational: windows_idl_application_no_reusable_checkpoint |
adaptive_male_pelvis_t2_mr |
MR | fixed (10) | Not recorded in the catalog; see the reference | link | segmentation task |
adipose_tissue_dixon_fat_mr |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_brain_extraction_t1 |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_cerebellum_t1 |
MR | fixed (24) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_deep_atropos_t1 |
MR | fixed (6) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_deep_flash_t1 |
MR | fixed (14) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_dkt_t1 |
MR | fixed (95) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_hippmapp3r_t1 |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_hypothalamus_t1 |
MR | fixed (10) | Not recorded in the catalog; see the reference | link | segmentation task |
antspynet_wmh_flair_t1 |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_registered_flair_t1 |
aorta_annulus |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
aortic_dissection |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
aortic_sinuses |
CT | fixed (4) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
appendicular_bones |
CT | fixed (11) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
appendicular_bones_mr |
MR | fixed (8) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
bamf_brats19_four_sequence_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_registered_mr_series |
bamf_breast_fgt_mr |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
bamf_breast_tumor_mr |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
bamf_fdg_petct_lesions |
PT | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_registered_pet_ct |
bamf_lidc_lung_nodules_ct |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
bamf_liver_lesions_ct |
CT | fixed (9) | Not recorded in the catalog; see the reference | link | segmentation task |
bamf_liver_t1_mr |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
bamf_nsclc_lungs_nodules_ct |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
bamf_prostate_t2_mr |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
biomedparse_prompted |
CT | prompted | Code: Apache-2.0; weights: CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
body |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
body_mr |
MR | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
brain_aneurysm |
MR | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
brain_structures |
CT | fixed (16) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
brats_toolkit_legacy_ensemble_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_registered_preprocessed_mr_series |
breasts |
CT | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
cads_open_551_organs |
CT | fixed (17) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_552_vertebrae |
CT | fixed (24) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_553_organs_vessels |
CT | fixed (18) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_554_bones_muscles |
CT | fixed (21) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_555_ribs |
CT | fixed (24) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_556_rt_oars |
CT | fixed (15) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_557_brain_tissues |
CT | fixed (9) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_558_headneck_oars |
CT | fixed (29) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_open_559_body_regions |
CT | fixed (10) | Not recorded in the catalog; see the reference | link | segmentation task |
cads_research_551_organs |
CT | fixed (17) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_552_vertebrae |
CT | fixed (24) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_553_organs_vessels |
CT | fixed (18) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_554_bones_muscles |
CT | fixed (21) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_555_ribs |
CT | fixed (24) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_556_rt_oars |
CT | fixed (15) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_557_brain_tissues |
CT | fixed (9) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_558_headneck_oars |
CT | fixed (29) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cads_research_559_body_regions |
CT | fixed (10) | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
cerebral_bleed |
CT | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
cerebrum7t_t1_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: missing_voxelwise_training_normalization |
cerr_ct_cardiac_deeplab |
CT | unresolved | Not recorded in the catalog; see the reference | link | no exporter label contract |
cerr_ct_heart_substructures_smit |
CT | fixed (9) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_ct_hn_oars |
CT | unresolved | Not recorded in the catalog; see the reference | link | no exporter label contract |
cerr_ct_hn_smit |
CT | fixed (16) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_ct_lung_oar_mrrn |
CT | fixed (6) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_ct_lung_oar_smitplus |
CT | unresolved | Not recorded in the catalog; see the reference | link | no exporter label contract |
cerr_ct_lung_smit |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_ct_wholebody_smitplus |
CT | fixed (46) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_mr_brainmets_smitplus |
MR | unresolved | Not recorded in the catalog; see the reference | link | no exporter label contract |
cerr_mr_hn_nodule_smit |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_mr_prostate_deeplab |
MR | fixed (7) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_mr_rectum_gtv_smit |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
cerr_mri_pancreas_context |
MR | unresolved | Not recorded in the catalog; see the reference | link | no exporter label contract |
cervix_cbct |
CT | fixed (4) | Not recorded in the catalog; see the reference | link | segmentation task |
choi_tmli |
CT | unresolved | Code: Unverified in the inspected release; weights: CC BY 4.0 (Zenodo release) | link | informational: ontology_review_required |
clnet_235 |
CT | unresolved | Code: Apache-2.0; weights: Apache-2.0 archive metadata; nodal weights absent | link | informational: nodal_decoders_unavailable |
coala_crlm_ct |
CT | fixed (13) | Not recorded in the catalog; see the reference | link | segmentation task |
compai_lnq |
CT | fixed (1) | Code: Apache-2.0; weights: Apache-2.0 release | link | informational: validated |
coronary_arteries |
CT | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
coronary_arteries_LEGACY |
CT | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
craniofacial_structures |
CT | fixed (7) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
dbdmp_lnq |
CT | fixed (1) | Code: No top-level licence found; weights: Checkpoint permission unresolved | link | informational: validated |
deepbrainseg_brats_four_sequence_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_registered_mr_series |
dentalsegmentator |
CT | fixed (5) | Not recorded in the catalog; see the reference | link | segmentation task |
dotatate_pet_acct_lesions |
PT | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_registered_pet_ct |
dotatate_pet_lesions |
PT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
face |
CT | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
face_mr |
MR | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
fastsurfervinn_t1_mr |
MR | fixed (95) | Not recorded in the catalog; see the reference | link | segmentation task |
flare2023_coarse_to_fine_ct |
CT | unresolved | Not recorded in the catalog; see the reference | link | informational: checkpoint_only_missing_architecture_and_preprocessing |
gouhfi_v2_brain_mr |
MR | fixed (35) | Not recorded in the catalog; see the reference | link | segmentation task |
gouhfi_v2_dkt_mr |
MR | fixed (62) | Not recorded in the catalog; see the reference | link | segmentation task |
gtrc_fdg_petct_ttb |
PT | fixed (1) | code: No licence stated by the authors; weights: No licence stated by the authors | link | segmentation task |
gtrc_psma_petct_ttb |
PT | fixed (1) | code: No licence stated by the authors; weights: No licence stated by the authors | link | segmentation task |
hd_bet_mr |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
hd_bm_four_sequence_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_registered_mr_series |
hd_bm_slim_two_sequence_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_registered_t1ce_flair |
hd_ctbet_ct |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
hd_glio_auto_four_sequence_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_mr_series_and_registration_pipeline |
head_glands_cavities |
CT | fixed (19) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
head_muscles |
CT | fixed (11) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
headneck_bones_vessels |
CT | fixed (12) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
headneck_muscles |
CT | fixed (23) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
heartchambers_highres |
CT | fixed (7) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
hecktor2020_petct_gtvt |
PT | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_patient_specific_headneck_bbox |
hip_implant |
CT | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
hippunfold_adni_t1_subfields_mr |
MR | fixed (16) | Not recorded in the catalog; see the reference | link | informational: validated |
hippunfold_maguire_t2_subfields_mr |
MR | fixed (16) | Not recorded in the catalog; see the reference | link | informational: validated |
hnlnl_2d3d |
CT | fixed (20) | Code: CC0 model-release repository; weights: CC0 | link | informational: validated |
isrt_ct_resunet |
CT | fixed (1) | Code: Unverified in the inspected release; weights: Separate checkpoint licence not found | segmentation task | |
isrt_ct_segresnet |
CT | fixed (1) | Code: Unverified in the inspected release; weights: Separate checkpoint licence not found | segmentation task | |
isrt_ct_swinunetr |
CT | fixed (1) | Code: Unverified in the inspected release; weights: Separate checkpoint licence not found | segmentation task | |
isrt_pet1_early_deform |
PT | fixed (1) | Code: Unverified in the inspected release; weights: Separate checkpoint licence not found | segmentation task | |
isrt_pet1_early_rigid |
PT | fixed (1) | Code: Unverified in the inspected release; weights: Separate checkpoint licence not found | segmentation task | |
isrt_pet1_late_deform |
PT | fixed (1) | Code: Unverified in the inspected release; weights: Separate checkpoint licence not found | segmentation task | |
isrt_pet1_late_rigid |
PT | fixed (1) | Code: Unverified in the inspected release; weights: Separate checkpoint licence not found | segmentation task | |
kidney_cysts |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
kidney_dixon_four_channel_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_registered_dixon_series |
lion_fdg_pet_lesions |
PT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
lion_psma_pet_lesions |
PT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
lipoma_alt_t1_mr |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
liver_lesions |
CT | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
liver_lesions_mr |
MR | fixed (1) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
liver_segments |
CT | fixed (8) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
liver_segments_mr |
MR | fixed (8) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
liver_vessels |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
lnctvseg_3duxnet |
CT | unresolved | Source: GPL-3.0; weights: distributed by the authors without a separate licence; dataset: CC BY 4.0 | link | no exporter label contract |
lnctvseg_nnunet_v1 |
CT | fixed (6) | Source: GPL-3.0; weights: distributed by the authors without a separate licence; dataset: CC BY 4.0 | link | segmentation task |
lnctvseg_repuxnet |
CT | unresolved | Source: GPL-3.0; weights: distributed by the authors without a separate licence; dataset: CC BY 4.0 | link | no exporter label contract |
lnctvseg_swinunetr |
CT | unresolved | Source: GPL-3.0; weights: distributed by the authors without a separate licence; dataset: CC BY 4.0 | link | no exporter label contract |
lnq_abdominopelvic_v1 |
CT | fixed (1) | Code: Apache-2.0; weights: CC BY 4.0 | link | informational: validated_fold0 |
lnq_atlas |
CT | fixed (1) | Code: CC BY-NC-ND 4.0; weights: Archive-specific terms unverified | link | informational: technical_checks_recorded |
lnq_axillary_v1 |
CT | fixed (1) | Code: Apache-2.0; weights: CC BY 4.0 | link | informational: validated_fold0 |
lnq_inguinal_v1 |
CT | fixed (1) | Code: Apache-2.0; weights: CC BY 4.0 | link | informational: validated_fold0 |
lnq_mediastinal_v1 |
CT | fixed (1) | Code: Apache-2.0; weights: CC BY 4.0 | link | informational: validated |
lnsegfm_nnunet |
CT | fixed (1) | Code: No top-level licence found; weights: Checkpoint permission unresolved | segmentation task | |
lnsegfm_resenc_l |
CT | fixed (1) | Code: No top-level licence found; weights: Checkpoint permission unresolved | segmentation task | |
lnsegfm_resenc_m |
CT | fixed (1) | Code: No top-level licence found; weights: Checkpoint permission unresolved | segmentation task | |
lnsegfm_swinunetr |
CT | fixed (1) | Code: No top-level licence found; weights: Checkpoint permission unresolved | segmentation task | |
lung_five_region_mr |
MR | fixed (5) | Not recorded in the catalog; see the reference | link | segmentation task |
lung_nodules |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
lung_vessels |
CT | fixed (4) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
lung_vessels_LEGACY |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
lungmask_ltrc_lobes |
CT | fixed (5) | Not recorded in the catalog; see the reference | link | segmentation task |
lungmask_ltrc_lobes_r231 |
CT | fixed (5) | Not recorded in the catalog; see the reference | link | segmentation task |
lungmask_r231 |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
lungtumormask_ct |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
mars_brainstem_t1_mr |
MR | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
mars_wmh_flair_t1_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_registered_flair_t1 |
matto_gbm_enhancing_t1ce_mr |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
matto_gbm_remaining_models |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: installed_input_contracts_pending |
medical_sam2_prompted_ct |
CT | prompted | Code: Conflict: manifest GPL-3.0; inspected source Apache-2.0; weights: Checkpoint terms unresolved | link | informational: validated_research |
medical_sam3_3d_prompted |
CT | prompted | Code: SAM licence in source; Hugging Face metadata says MIT; weights: Scope across base model and fine-tuned weights unresolved | link | informational: validated_research |
medlsam_structseg_han_oars |
CT | fixed (22) | Not recorded in the catalog; see the reference | link | segmentation task |
medsam2_ct_lesion_prompted |
CT | prompted | Code: Unverified in the inspected release; weights: CC BY-SA 4.0; model card adds research/education wording (non-commercial) | link | informational: validated_research |
medsam_vit_b_box_2d |
CT | prompted | Code: Apache-2.0; weights: CC BY 4.0 | link | informational: validated_slice_wise |
mnms_cardiac_cine_mr |
MR | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_brats_mri |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_registered_mr_series |
monai_multi_organ_ct |
CT | fixed (7) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_pancreas_dints_ct |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_pediatric_abdominal_ct |
CT | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_prostate_anatomy_mr |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_renal_cect_triphasic |
CT | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_triphasic_ct |
monai_renal_unest_ct |
CT | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_spleen_ct |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_swin_unetr_btcv_ct |
CT | fixed (13) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_ventricular_short_axis_mr |
MR | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_whole_body_ct |
CT | fixed (104) | Not recorded in the catalog; see the reference | link | segmentation task |
monai_whole_brain_unest_mr |
MR | fixed (132) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_body |
CT | fixed (4) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_body_composition |
CT | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_cardiac |
CT | fixed (13) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_digestive |
CT | fixed (4) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_lungs |
CT | fixed (5) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_muscles |
CT | fixed (10) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_organs |
CT | fixed (19) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_peripheral_bones |
CT | fixed (31) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_ribs |
CT | fixed (27) | Not recorded in the catalog; see the reference | link | segmentation task |
moose_clin_ct_vertebrae |
CT | fixed (28) | Not recorded in the catalog; see the reference | link | segmentation task |
mrannotator_abdomen_mr |
MR | fixed (8) | Not recorded in the catalog; see the reference | link | segmentation task |
mrannotator_pelvis_prostate_mr |
MR | fixed (4) | Not recorded in the catalog; see the reference | link | segmentation task |
mrannotator_shoulder_knee_mr |
MR | fixed (10) | Not recorded in the catalog; see the reference | link | segmentation task |
mrannotator_spine_mr |
MR | fixed (22) | Not recorded in the catalog; see the reference | link | segmentation task |
mrisegmentator |
MR | fixed (62) | Not recorded in the catalog; see the reference | link | segmentation task |
mrsegmentator |
MR | fixed (40) | Not recorded in the catalog; see the reference | link | segmentation task |
mrsegmentator_body_comp |
MR | fixed (10) | Not recorded in the catalog; see the reference | link | segmentation task |
multitalent_v1_resenc_ct |
CT | fixed (47) | Non-commercial weights (Zenodo release); constituent datasets may impose additional terms. | link | segmentation task |
multitalent_v1_unet_ct |
CT | fixed (47) | Non-commercial weights (Zenodo release); constituent datasets may impose additional terms. | link | segmentation task |
myeloma_spine_lesions_vmi40 |
CT | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_registered_vmi40_and_spine_mask |
myeloma_spine_verse20_early_ct |
CT | fixed (28) | Not recorded in the catalog; see the reference | link | segmentation task |
myeloma_spine_verse20_mm_ct |
CT | fixed (28) | Not recorded in the catalog; see the reference | link | segmentation task |
myeloma_spine_verse20_stable_ct |
CT | fixed (28) | Not recorded in the catalog; see the reference | link | segmentation task |
nci_monai_prostate_lesion_bpmri |
MR | variable | NIH/NVIDIA non-commercial research licence | link | segmentation task |
nninteractive_v1_prompted |
CT | prompted | Code: Apache-2.0; weights: CC BY-NC-SA 4.0 (non-commercial) | link | informational: validated |
nnunetv1_acdc_cardiac |
MR | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_btcv_abdomen |
CT | fixed (13) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_colon_tumor |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_hepatic_vessels_tumor |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_hippocampus |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_kits_kidney_tumor |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_left_atrium |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_lits_liver_tumor |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_liver_tumor |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_lung_tumor |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_pancreas_tumor |
CT | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_promise_prostate |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_segthor |
CT | fixed (4) | Not recorded in the catalog; see the reference | link | segmentation task |
nnunetv1_spleen |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
nv_reason_ct_report |
CT | report | OpenMDW-1.1 | link | report task |
nv_segment_ct_auto |
CT | fixed (117) | NVIDIA Open Model License. | link | segmentation task |
nv_segment_ctmr_ct_body |
CT | fixed (117) | NVIDIA OneWay Noncommercial weight licence: research or evaluation only; code is Apache-2.0. | link | segmentation task |
nv_segment_ctmr_mri_body |
MR | fixed (50) | NVIDIA OneWay Noncommercial weight licence: research or evaluation only; code is Apache-2.0. | link | segmentation task |
nv_segment_ctmr_mri_brain |
MR | fixed (132) | NVIDIA OneWay Noncommercial weight licence: research or evaluation only; code is Apache-2.0. | link | segmentation task |
oculomotor_muscles |
CT | fixed (19) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
pam_prompted |
CT | prompted | Code: No top-level licence found; weights: Checkpoint permission unresolved | link | informational: validated |
pdac_tumor_organs_ct |
CT | fixed (10) | Not recorded in the catalog; see the reference | link | segmentation task |
pdac_vessels_ct |
CT | fixed (9) | Not recorded in the catalog; see the reference | link | segmentation task |
pediatric_thoracic_lymphoma |
CT | fixed (1) | Code: MIT; weights: CC BY 4.0 | segmentation task | |
pelvic_13_oar_unet |
CT | unresolved | Not recorded in the catalog; see the reference | link | informational: no_checkpoint_thesis_only |
picai_nnunet_semisupervised_bpmri |
MR | variable | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
picai_nnunet_supervised_bpmri |
MR | variable | CC BY-NC-SA 4.0 (non-commercial) | link | segmentation task |
pleural_pericard_effusion |
CT | fixed (3) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
prostate158_tumor_bpmri |
MR | fixed (1) | CC BY 4.0 | link | segmentation task |
pulmonary_artery_landmarks |
CT | fixed (7) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
pycad_cardiac_mr |
MR | fixed (3) | Not recorded in the catalog; see the reference | link | segmentation task |
pycad_knee_joints_mr |
MR | fixed (6) | Not recorded in the catalog; see the reference | link | segmentation task |
pycad_skull_ct |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
pycad_vertebrae_ct |
CT | fixed (25) | Not recorded in the catalog; see the reference | link | segmentation task |
raidionics_mediastinal_lymphnodes |
CT | fixed (1) | Code: BSD-2-Clause; weights: Separate ONNX weight terms unverified | segmentation task | |
rano2_assist_four_sequence_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_four_registered_mr_series |
rano2_assist_t1c_mr |
MR | fixed (4) | Not recorded in the catalog; see the reference | link | segmentation task |
renal_arteries |
CT | fixed (3) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
sam_med2d_prompted |
CT | prompted | Code: Apache-2.0; weights: Separate checkpoint terms unverified | link | informational: validated_slice_wise |
sam_med3d_original_unreleased |
CT | unresolved | Not recorded in the catalog; see the reference | link | informational: original_checkpoint_not_released |
sam_med3d_turbo_prompted |
CT | prompted | Code: Apache-2.0; weights: Separate checkpoint terms unverified | link | informational: validated_research |
sat3d_prompted |
CT | prompted | Code: Apache-2.0; weights: Separate checkpoint terms unverified | link | informational: validated |
sct_gm_sc_7t_t2star |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_gm_wm_exvivo_t2 |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_graymatter |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_lesion_ms |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_lesion_ms_axial_t2 |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_lesion_ms_mp2rage |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_lesion_sci_t2 |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_rootlets |
MR | fixed (9) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_sc_canal_t2 |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_sc_epi |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_sc_lumbar_t2 |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_spinalcord |
MR | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_spine |
MR | fixed (52) | Not recorded in the catalog; see the reference | link | segmentation task |
sct_tumor_edema_cavity_t1_t2 |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_registered_t1_t2_spine_mr |
sct_tumor_t2 |
MR | unresolved | Not recorded in the catalog; see the reference | link | no exporter label contract |
segrap2023_gtv |
CT | unresolved | Code: Unverified in the inspected release; weights: Selected-release checkpoint licence unverified | link | informational: requires_paired_ct |
segvol_prompted_ct |
CT | prompted | Code: MIT; weights: MIT | link | informational: validated |
siam_v3_head_mr_ct |
MR | fixed (17) | Not recorded in the catalog; see the reference | link | segmentation task |
stunet_hntsmrg_pre |
MR | unresolved | Code: Unverified in the inspected release; weights: Checkpoint licence unverified | link | informational: packaging_blocked |
synthseg_v1_brain |
MR | fixed (31) | Not recorded in the catalog; see the reference | link | segmentation task |
teeth |
CT | fixed (77) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
thigh_shoulder_muscles |
CT | fixed (18) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
thigh_shoulder_muscles_mr |
MR | fixed (18) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
thoracolumbar_rib_ct |
CT | fixed (1) | Not recorded in the catalog; see the reference | link | segmentation task |
tissue_4_types |
CT | fixed (4) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
tissue_types |
CT | fixed (3) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
tissue_types_mr |
MR | fixed (3) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
total |
CT | fixed (117) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
total_mr |
MR | fixed (50) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
total_v3 |
CT | fixed (117) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
totalsegmentator2d_projection_ct |
CT | unresolved | Not recorded in the catalog; see the reference | link | informational: projection_only_no_volumetric_rtstruct |
totalspineseg |
MR | fixed (52) | Not recorded in the catalog; see the reference | link | segmentation task |
trackrad_cine_mr_tracking |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_cine_series_and_first_frame_mask |
tractseg_dwi_peaks |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_diffusion_peaks_or_dwi_gradients |
trunk_cavities |
CT | fixed (4) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
umambamtl_cspca_bpmri |
MR | variable | Repository Apache-2.0; weight licence not stated | link | segmentation task |
umu_prostate_zones_urethra_t2 |
MR | fixed (5) | Weight licence not stated | link | segmentation task |
universal_model_swinunetr_ct |
CT | fixed (32) | Not recorded in the catalog; see the reference | link | segmentation task |
universal_model_unet_ct |
CT | fixed (32) | Not recorded in the catalog; see the reference | link | segmentation task |
universeg_few_shot_2d |
CT | unresolved | Not recorded in the catalog; see the reference | link | informational: requires_support_image_mask_uploads |
upper_airway_dynamic_mr |
MR | fixed (2) | Not recorded in the catalog; see the reference | link | segmentation task |
urinary_oars_t2_mr |
MR | unresolved | Not recorded in the catalog; see the reference | link | informational: weights_not_in_release |
uwlair_hntsmrg_pre_t2 |
MR | fixed (2) | Code: Unverified in the inspected release; weights: Separate checkpoint licence unverified | segmentation task | |
ventricle_parts |
CT | fixed (12) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
vertebrae_body |
CT | fixed (2) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
vertebrae_mr |
MR | fixed (25) | TotalSegmentator terms; some tasks need a licence key | link | segmentation task |
vibesegmentator |
MR | fixed (72) | Not recorded in the catalog; see the reference | link | segmentation task |
vista3d_prompted_ct |
CT | prompted | Code: Apache-2.0; weights: NVIDIA Open Model License (NV-Segment-CT checkpoint) | link | informational: validated |
voxtell_v1_1_text_prompted |
CT | prompted | Code: Apache-2.0; weights: CC BY-NC-SA 4.0 (non-commercial) | link | informational: validated |
wcode_pia |
CT | unresolved | Code: Unverified in the inspected release; weights: Checkpoint permission unresolved | link | informational: weights_unavailable |