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OAI-Polar

Vessel wall segmentation labels from the OAI dataset for training FRAPPE.

To use the labels, please kindly cite our paper Chen L, Canton G, Liu W, et al. Fully automated and robust analysis technique for popliteal artery vessel wall evaluation (FRAPPE) using neural network models from standardized knee MRI. Magn Reson Med. 2020;84:2147–2160. https://doi.org/10.1002/mrm.28237

Due to the data sharing policy, we cannot post original images here. Please acquire the images from https://nda.nih.gov/oai/

There are four datasets posted here. Train and validation sets are used for developing FRAPPE from the baseline scans in the OAI dataset. After development, Rep set is used to evaluate the reproducibility between FRAPPE vs human reviewer 1, FRAPPE vs human reviewer 2, and human reviewer 1 vs human reviewer 2. Finally, the test set (half labeled by human reviewer 1 and half by human reivewer 2) is used to report segmentation accuracy. 23 cases for training, 2 for validation, 10 for reproducibility, 25 for testing.

Label example

Pid and Eid and subject and scan id from the OAI dataset VTSPID and VTSEID are the remaned id in our system

Timepoint(s) Pid Eid VTSPID VTSEID Side Reviewer Dataset
V00/BL 9118689 10195407 OAI-665 7993 L G Train
V00/BL 9126497 10716807 OAI-625 92924 L G Train
V00/BL 9127864 10583105 OAI-262 14657 L G Train
V00/BL 9145541 10180107 OAI-685 10395 L G Train
V00/BL 9154516 10728007 OAI-747 65082 L G Train
V00/BL 9159961 10127307 OAI-14 42953 L G Train
V00/BL 9160801 10519109 OAI-478 29902 L G Train
V00/BL 9191054 10729308 OAI-768 81844 L G Train
V00/BL 9242956 10503008 OAI-835 84986 L G Train
V00/BL 9379540 10836207 OAI-333 77561 L G Train
V00/BL 9422008 10339808 OAI-235 7766 L G Train
V00/BL 9564520 10423309 OAI-135 49324 L G Train
V00/BL 9618705 10210907 OAI-675 30925 L G Train
V00/BL 9620472 10691417 OAI-984 79874 L G Train
V00/BL 9621886 10481307 OAI-887 39592 L G Train
V00/BL 9676775 10675407 OAI-933 31850 L G Train
V00/BL 9684366 10034105 OAI-750 47849 L G Train
V00/BL 9698638 10493907 OAI-886 22631 L G Train
V00/BL 9809469 10085707 OAI-924 77140 L G Train
V00/BL 9833361 10270305 OAI-536 27323 L G Train
V00/BL 9861824 10551008 OAI-92 34548 L G Train
V00/BL 9886746 10881704 OAI-413 27827 L G Train
V00/BL 9932333 10301007 OAI-550 66158 L G Train
V00/BL 9714513 10068707 OAI-147 27172 L G Validation
V00/BL 9848855 10075707 OAI-472 25300 L G Validation
V03/24M 9073948 20071017L OAI-277 92387 L B Rep
V06/48M 9494408 20080722L OAI-280 96481 L B Rep
V00/BL 9577425 10459613R OAI-426 66137 R B Rep
V00/BL 9590486 10434007L OAI-266 11988 L B Rep
V05/36M 9708289 20071126R OAI-215 91079 R B Rep
V00/BL 9709257 10693307L OAI-284 96331 L B Rep
V00/BL 9757487 10213608L OAI-344 45138 L B Rep
V00/BL 9788979 10787708L OAI-447 48598 L B Rep
V06/48M 9813780 20081204R OAI-466 85410 R B Rep
V00/BL 9918649 11096808L OAI-479 16649 L B Rep
V00/BL 9126648 11164007L OAI-409 34637 L W Test
V10/96M 9184556 20130909L OAI-465 4010 L W Test
V00/BL 9210045 10735313R OAI-244 80374 R G Test
V06/48M 9363262 20090727L OAI-806 99375 L G Test
V10/96M 9415301 20130822L OAI-524 58681 L W Test
V10/96M 9475264 20120716R OAI-613 45262 R G Test
V00/BL 9534036 10895310R OAI-406 69091 R W Test
V05/36M 9546108 20081119R OAI-811 74797 R W Test
V10/96M 9558136 20130925L OAI-116 25863 L G Test
V03/24M 9563176 20060321L OAI-68 89629 L G Test
V03/24M 9564729 20071030R OAI-448 43032 R W Test
V00/BL 9629890 10482907L OAI-23 88935 L W Test
V03/24M 9693599 20071113R OAI-325 17797 R G Test
V00/BL 9746220 10168913R OAI-764 69703 R G Test
V00/BL 9783798 10081107L OAI-900 38192 L W Test
V01/12M 9821872 20051222R OAI-968 98683 R G Test
V05/36M 9876792 20080513L OAI-581 49710 L W Test
V03/24M 9902757 20061221L OAI-307 25869 L G Test
V10/96M 9911265 20130408L OAI-635 14448 L W Test
V05/36M 9916542 20080902R OAI-703 98030 R W Test
V00/BL 9919023 10771115R OAI-938 33274 R G Test
V03/24M 9926617 20070515L OAI-418 99467 L G Test
V03/24M 9968721 20070725L OAI-518 95004 L W Test
V08/72M 9981798 20101229R OAI-362 48627 R G Test
V00/BL 9858512 10476330R OAI-433 80459 R W Test

Human labeled contours using an inhouse annotation tool (CASCADE, doi: 10.1097/rmr.0b013e3181598d9d). Results are saved in the XML format. Please see the Contour_Point node for contour coordinates. Please note that all images were resized to 512*512 before labeling in CASCADE.

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Vessel wall segmentation from the OAI dataset

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