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DeepMedIA_MG
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25
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Title
Research/Document Transfer Learning
#23
· created
Sep 28, 2020
by
mag051
Sprint 1
In Progress
Research/Documentation
5h
0
updated
Oct 19, 2020
Create individual classifiers for each disease
#26
· created
Nov 09, 2020
by
mag051
Sprint 3
Basic Network Architecture
1d
0
updated
Nov 09, 2020
Create basic neural network
#5
· created
Sep 22, 2020
by
mag051
Sprint 3
Basic Network Architecture
Review
2d 4h
0
updated
Nov 09, 2020
Filter bounding-box data
#7
· created
Sep 22, 2020
by
mag051
Sprint 3
In Progress
Preprocess Data
3h
0
updated
Nov 09, 2020
Research network architecture
#4
· created
Sep 22, 2020
by
mag051
Sprint 3
Basic Network Architecture
In Progress
2d
0
updated
Nov 09, 2020
Determine whether disease requires a bounding box
#14
· created
Sep 22, 2020
by
mag051
Sprint 3
Determine if bounding box necessary
4h
1
updated
Nov 09, 2020
Check for disease presence
#13
· created
Sep 22, 2020
by
mag051
Sprint 3
Determine if bounding box necessary
2d
0
updated
Nov 09, 2020
Visualize gradient activation maps
#27
· created
Nov 09, 2020
by
mag051
Sprint 3
To Do
0
updated
Nov 09, 2020
Label image and bounding box output
#10
· created
Sep 22, 2020
by
mag051
Sprint 3
Box Visualization
4h
0
updated
Nov 09, 2020
Use age and gender to improve accuracy of classification
#31
· created
Feb 04, 2021
by
mag051
Sprint 4
0
updated
Feb 04, 2021
Research further ways to improve classifiers after establishing base accuracy
#33
· created
Feb 04, 2021
by
mag051
Sprint 6
0
updated
Mar 29, 2021
Create models for all diseases and get more extensive performance metrics for Mask R-CNN
#40
· created
Mar 29, 2021
by
mag051
Sprint 6
0
updated
Mar 29, 2021
Create and evaluate multi-label classifier in comparison to previous binary classifiers
#39
· created
Mar 29, 2021
by
mag051
Sprint 6
0
updated
Mar 29, 2021
Use activation maps / classifier model to achieve bounding boxes when possible
#38
· created
Mar 01, 2021
by
mag051
Sprint 6
0
updated
Mar 29, 2021
Research metadata usage to improve classifier accuracy
#37
· created
Mar 01, 2021
by
mag051
Sprint 6
0
updated
Mar 29, 2021
Get Bisonnet to run code in timely manner (if possible)
#25
· created
Nov 09, 2020
by
mag051
Future
4h
0
updated
Nov 09, 2020
increase accuracy of disease presence classification
#24
· created
Sep 28, 2020
by
mag051
Future
Determine if bounding box necessary
1d
0
updated
Sep 28, 2020
Draw bounding box on original image
#9
· created
Sep 22, 2020
by
mag051
Future
Box Visualization
4h
0
updated
Sep 28, 2020
Pick bounding box evaluation scheme(s)
#12
· created
Sep 22, 2020
by
mag051
Future
Model Evaluation
1d
0
updated
Sep 28, 2020
Add anterior/posterior support
#15
· created
Sep 22, 2020
by
mag051
Future
Anterior/Posterior Support
1d 4h
0
updated
Sep 28, 2020
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