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MIMIR-BIOMEDICAL
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mobile-unetplusplus-cac-scoring
Implementation of UNET++ for CAC Scoring using Tensorflow
MIT License
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Feat/35 create visualization figure for preprocessing steps
#36
ditwrd
closed
1 year ago
0
Create visualization figure for preprocessing steps
#35
ditwrd
closed
1 year ago
0
Model: Mobile UNet with multi head
#34
ditwrd
closed
1 year ago
0
feat/32 model custom loss log cosh dice loss
#33
ditwrd
closed
1 year ago
0
Model: Custom Loss (Log Cosh Dice Loss)
#32
ditwrd
closed
1 year ago
0
feat: added mobilenetv2 blocks
#31
ditwrd
closed
1 year ago
0
Model: MobileNetV2 Blocks
#30
ditwrd
closed
1 year ago
0
feat: recreate original unet++ model
#29
ditwrd
closed
1 year ago
0
Model: Base UNet++ Model
#28
ditwrd
closed
1 year ago
0
Feat/10 preprocessing tfrecords create tf record per patient contains binary and multiclass feature with its image
#27
ditwrd
closed
1 year ago
0
Feat/25 preprocessing dicom add pixel spacing and slice thickness to extracted data
#26
ditwrd
closed
1 year ago
0
Preprocessing-DICOM: Add Pixel Spacing and Slice Thickness to extracted data
#25
ditwrd
closed
1 year ago
0
Feat/8 preprocessing dicom get ct scan image
#24
ditwrd
closed
1 year ago
0
Feat/22 feat added patient dataset blacklist preventing duplicate pixel location
#23
ditwrd
closed
1 year ago
0
Feat: Added patient dataset blacklist preventing duplicate pixel location
#22
ditwrd
closed
1 year ago
0
Feat/6 preprocessing segmentation split feature for binary and multiclass
#20
ditwrd
closed
1 year ago
0
Fix/18 fix cleaning raw segmentation make left circumflex artery to abbreviate to lcx
#19
ditwrd
closed
1 year ago
0
Fix cleaning raw segmentation: make left circumflex artery to abbreviate to lcx
#18
ditwrd
closed
1 year ago
0
fix: skip inputting indexed data if roi is empty
#17
ditwrd
closed
1 year ago
0
Fix cleaning raw segmentation data process to skip empty roi
#16
ditwrd
closed
1 year ago
0
Feat/5 preprocessing segmentation clean python dictionary
#15
ditwrd
closed
1 year ago
0
Feat/3 add ci for pytest
#14
ditwrd
closed
1 year ago
0
Feat/4 preprocessing segmentation convert plist to python dictionary
#13
ditwrd
closed
1 year ago
0
Feat/2 add git hook for pytest
#12
ditwrd
closed
1 year ago
0
Preprocessing-TFRecords: Create TF Record per patient (contains binary and multiclass feature with its image)
#10
ditwrd
closed
1 year ago
0
Preprocessing-DICOM: Get CT Scan Image and HU representation
#8
ditwrd
closed
1 year ago
0
Preprocessing-Segmentation: Split feature for binary and multiclass
#6
ditwrd
closed
1 year ago
0
Preprocessing-Segmentation: Clean python dictionary
#5
ditwrd
closed
1 year ago
0
Preprocessing-Segmentation: Convert plist to python dictionary
#4
ditwrd
closed
1 year ago
0
Add CI for pytest
#3
ditwrd
closed
1 year ago
0
Add git hook for pytest
#2
ditwrd
closed
1 year ago
0
Breaking tasks down
#1
ditwrd
opened
1 year ago
2
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