Project: Automatic Labeling of Radiology Images

Projects Radiology
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Coding Week 7: “Link”

Project scope Doc: “Link”

Coding Week 8: “Link”

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@Kislay_Singh don’t forget to blog :slight_smile:

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Thanks @muarachmann. @Kislay_Singh please do as said.

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Coding Week 9 Link

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Good work @Kislay_Singh. Thanks for progressing on the project so far. It would be great if you can elaborate the installation steps (Step by step guide to have the front and back end up and running) for cross-functional roles ie., non-developer.

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@geepriya Thanks for the feedback. I will update everything accordingly. @pri2si17 Here are the metrics(after training few more steps):

metrics
metrics1403×905 171 KB

Object_Detection:

AP@0.5IOU/Atelectasis = 0.0024223323

AP@0.5IOU/Cardiomegaly = 0.48233068

AP@0.5IOU/Effusion = 0.0058859

AP@0.5IOU/Infiltrate = 0.03669084

AP@0.5IOU/Mass = 0.15007754

AP@0.5IOU/Nodule = 0.01916758

AP@0.5IOU/Pneumonia = 0.011720786

AP@0.5IOU/Pneumothorax = 0.00017587829

Precision/mAP@0.5IOU = 0.08855896

Unet:

Average IOU: 0.77378

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@Kislay_Singh Can you please add this in readme. Also, what’s the update on csv part?

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@pri2si17 I have added the download csv feature and pushed the code. (with all the necessary changes in the frontend and backend)

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Coding Week 10 Blog

Coding Week 11 Blog

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A post was merged into an existing topic: Meet the community: Introduce yourself here!

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2 posts were merged into an existing topic: Meet the community: Introduce yourself here!

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Here is the blog with the whole project scope. Please take a look: Blog Link

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@pri2si17 Here is the Link to presentation.

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Hi Kislay, Can you provide me privileges to watch the videos in the presentation?

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Fixed it please have a look.

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Thanks, Kislay. Looks good! But I was curious about the presentation file name ‘LibreHealth Salori’ what does ‘Salori’ mean? Any interesting thoughts around that?

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Priya, Salori’s meaning is in the presentation - Semi automatic labelling of radiology images :slight_smile:

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Haha! Gotcha. How did I miss that! :wink: We can use it with caps then SALORI - Semi Automatic Labelling Of Radiology Images

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I like this idea!!!

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