HeLP Challenge 2019

syn21034537

Created By Hyunna Lee Hyunna

test
????? Docker ???? ???? ? ? ?????
whole body ct/ ????
whole body ct/??????.
whole body ct/ ????
wbct phase2 inference ??
[Breast Cancer Classification] ?? ?? ?????.
[Breast Cancer Classification] ?? ?? ??
BreastCancer dataset ??
[??] whole-body CT score ????????.
whole body ct/ ???? ?? ????.
[??] [??!!!] ??? ??? ??? ?????. (whole-body CT ??? ??)
whole body ct ???? ????
?? ?? ??
Error ??
[Whole body CT] Scoring ??
?? ??
?? ??? ??
scoring ?? ??
[Whole Body CT] Output format ??
[Whole Body CT] scoring ??
[Whole Body CT] scoring
?? ?? ?? ??
[Whole Body CT] Error ??
[Whole body CT] Scoring ??
[Traumatic lesion classification and detection] ?? ?? ?? ? ?? ?? ??
scoring ??
[whole_body_CT] ??? GPU ??? ?? ?????.
scoring ?? ??
[Whole Body CT] ??????.
[Traumatic lesion classification and detection] ?? ?? ?? ??
output ?????.
[ Cardiovascular] ??? Score ?? ??
[Whole Body CT] Scoring ??
train ?? ??
[Whole Body CT] Scoring ??
[Whole Body CT] Scoring ????
scoring ??
scorinng ?? ??
?? ?? ??
output ??
[Whole Body CT] Scoring ??
[whole body CT] windowing ??
scoring? running ??
?? ?? ??
[??] ??? ?? ?? ????. (?? ?? ??)
Whole body CT dataset ??????.
Phase2 volume write
validation dataset ??
[cardiovascular] mask png ?? ?? ?? ??????.
?? ?? ??
[Whole Body CT]dataset ?? ????.
?? ?? ??
[Whole Body CT] phase2 ??? ??
docker save ?????.
[Breast Cancer Classification] Phase2??? ??
?? ?? ?? ?? ??
?? ?? ???? ??????
NICU phase 2 0? ?? ??? ? ????
[Breast cancer classification] Phase 2 scoring ?? ??
Network Error?
phase1 scoring ??
[NICU] phase 2 submit? ???? ??? ?? ? ????.
train.sh ?? ??
Docker ?? ??
Docker ?? ?? ?????.
docker error: no space left on device
Docker ?? ?? ??
[??] phase 2 ??? ?? ?? ????. (?? ?? ??)
scoring ??
[Whole body CT ??]
[Whole body CT] scoring ?? ??
scoring ?? ??? ????.
NICU ??? ?? ?? ????
scoring?? ???? ????.
whole body CT ????
[Whole body CT ??]
Whole body CT ??????.
Phase 2?? Train Data ?? ??????
dtype ??????.
pre-trained weights ?? ?? ?? ????.
???? ?? ??
[cardiovascular] print?? ??
?? mask? ????? ?? ??? ???? ??? ??? ????
OSError ??.
SFTP ? ??? ? ?????
[cardiovascular] metrics ??
[NICU] cloud ?? scoring ?? ?? ? ??? ?? ??
[Whole-body CT] ?? ????.
Docker image upload? ??? ????.
[NICU] sample data ? missing value ??
[cardiovascular] ??? ?? ?? ??
output mask??? ??????.
NICU ??? ??
P1, P2 ?? ?? ?? ?? ????.
[??] HeLP ??????? ????. (?? ?? ??)
NICU - Measurment ? ?? ?? ??
Dockerfile ??
Breast Cancer Classification ?? ?????.
NICU ??? ?? ?? ?? ??????
ID?? ??????.
[whole-body CT] ??????.
docker ?? ?? ?? ??????.
[Breast Cancer Classification] ?? ??? ?? ? ?? def get_major_axis(mask) ?? ??
docker ???? ?? ????.
[whole-body ct] ??????.
???? ???? p2.large ?? ? stdout ?? ??
docker image ??
NICU ?? ?? ????.
NICU ?? ??
Cardiovascular ????? ??????.
Request failed with status code 500
[cardiovascular border detection] scoring ??
[Traumatic lesion classification and detection] classification task? evaluation? ?? output probability
docker ??: "Container exited with status 127" ??
/data/volume/logs ?? ? ?? ?? ??? ????
Docker ??? ?? ??
??? ????? ?????.
whole ct sample ??
NICU ???? ?? ??? ??
??? ??? ?? ??? ?? ??.
NICU cleansing data ??? ?? ??????.
????? ?? ?????.
???? Status? Scoring?? ?? ????.
NICU ??? ??? ?? ??
volume ?? ??
[Traumatic lesion classification and detection] analyze format? ground truth sample
Whole-body CT : Axial contrast-enhanced CT ????? ?? ?????.
[Breast Cancer Classification] ??????.
????? ????? ??
Whole-body CT: ground truth? ??? ?? ??????.
???? ???? ???? ??? ?? ????.
?????? ???? ??? ?? ??????.
???? ??
NICU ??? label?? ??????.
NICU ??? ??? & ??? ?? ????.
[Cardiovascular Border Detection] ??????.
[NICU ??] OUTCOME_COHORT ?? ??? ?? ??????.
Whole-body CT : Axial contrast-enhanced CT?? ????? ???? ???? ?????.
tensorflow, pytorch ?? ??
Whole-body CT : Axial contrast-enhanced CT?? ?????.
??? ?? ??
??? ??? ?????.
NICU ??? ???? ?? ?????
[??] Q&A ??????.

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