Measure skin lesions

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Measure skin lesions

DivyaThomas
For a project I need to measure the area of lesions on patients via their pictures.  The lesions aren't usually connected and do not have nice edges so using the draw tool is out of the question unless I want to get inaccurate results.  Is there any plugin on tool for ImageJ that I can use to automatically select the lesions, as they stand out quite nicely from the normal skin of the patient, and measure the area of these lesions?
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Re: Measure skin lesions

ctrueden
Hi Divya,

> Is there any plugin on tool for ImageJ that I can use to automatically
> select the lesions, as they stand out quite nicely from the normal
> skin of the patient, and measure the area of these lesions?

There are two different approaches discussed on the Fiji wiki: the "easy"
way and the "flexible" way. See this page:
http://fiji.sc/Segmentation

The easy way uses the Trainable Weka Segmentation plugin, which is a
machine learning approach. You would paint squiggly lines over the lesions
and add them to a "lesion" class, and paint more lines over the background
and add to a "background" class. Then let the computer "train" from those
manually painted examples to extrapolate over the entire dataset.

The flexible way involves crafting a macro with three broad steps:
1) preprocessing
2) threshold + mask manipulation
3) analyzing the data

Then you can repeatedly execute the macro over your whole dataset.

See the wiki page for more information.

If you can't figure out a good workflow, feel free to post a sample image
somewhere and people may have more specific suggestions.

Regards,
Curtis


On Wed, May 28, 2014 at 10:20 AM, DivyaThomas <[hidden email]>wrote:

> For a project I need to measure the area of lesions on patients via their
> pictures.  The lesions aren't usually connected and do not have nice edges
> so using the draw tool is out of the question unless I want to get
> inaccurate results.  Is there any plugin on tool for ImageJ that I can use
> to automatically select the lesions, as they stand out quite nicely from
> the
> normal skin of the patient, and measure the area of these lesions?
>
>
>
> --
> View this message in context:
> http://imagej.1557.x6.nabble.com/Measure-skin-lesions-tp5007953.html
> Sent from the ImageJ mailing list archive at Nabble.com.
>
> --
> ImageJ mailing list: http://imagej.nih.gov/ij/list.html
>

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