Issues · MG_Projects / DeepMedIA_MG · GitLab

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