This repository has been archived by the owner on Sep 18, 2020. It is now read-only.
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge pull request #5 from spectre-team/develop
Remove legacy code
- Loading branch information
Showing
101 changed files
with
11 additions
and
6,764 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -4,53 +4,25 @@ | |
|
||
Spectre is a versatile tool used for analysis of MALDI-MSI data sets. | ||
|
||
For the sake of simplicity, the toolset provided is available to be used | ||
through web application interface, which is currently a work-in-progress. | ||
|
||
In order to build and run the application, please refer to the | ||
[installation](#install) section. | ||
|
||
## About | ||
|
||
The project is currently in its early stage. However, it comprises the | ||
implementation of our own spectra modelling based on Gaussian Mixture Models, | ||
and Divisive IK-means algorithm for unsupervised segmentation, which can be | ||
used for efficient dataset compression, as well as for knowledge discovery. | ||
Aformentioned algorithms have already been published and refering links | ||
have been enclosed under [references](#references) section. | ||
|
||
Also, several classification and clusterization methods will be provided soon, | ||
along with supporting statistics. | ||
This is a desktop client for the Divisive IK-means algorithm for unsupervised | ||
segmentation, which can be used for efficient dataset compression, as | ||
well as knowledge discovery. It has already been published and | ||
referring links have been enclosed under the [references](#references) section. | ||
|
||
## Install | ||
|
||
### DiviK local client | ||
|
||
Please refer to [this manual](docs/Spectre.DivikWpfClient.pdf), as MATLAB | ||
Common Runtime has to be installed. | ||
|
||
### Spectre service & web application | ||
|
||
The Web service is all the time available [here](http://vaei-bit01.aei.polsl.pl/). | ||
If you still would like to host it yourself, please contact us by | ||
[e-mail](mailto:[email protected]). We will provide you with exhaustive | ||
explanation. | ||
|
||
## Exemplary usage | ||
|
||
### DiviK local client | ||
|
||
Please refer to [docs](docs/Spectre.DivikWpfClient.pdf). | ||
|
||
### Spectre service & web application | ||
|
||
The application is available online [here](http://vaei-bit01.aei.polsl.pl/). | ||
|
||
Right now, our web application allows only for an interactive visualization | ||
of some of the data we were using in the research, along with Divisive | ||
Intelligent K-means algorithm results. More features will get documented | ||
when they appear. | ||
|
||
## How to contribute? | ||
|
||
Please contact us by [e-mail](mailto:[email protected]). We will answer | ||
|
@@ -70,31 +42,21 @@ This software is part of contribution made by [Data Mining Group of Silesian | |
University of Technology](http://www.zaed.polsl.pl/), rest of which is | ||
published [here](https://github.com/ZAEDPolSl). | ||
|
||
+ [Marczyk M, Polanska J, Polanski A: Comparison of Algorithms for Profile-Based | ||
Alignment of Low Resolution MALDI-ToF Spectra. In Advances in Intelligent | ||
Systems and Computing, Vol. 242 of Man-Machine Interactions 3, Gruca A, | ||
Czachorski T, Kozielski S, editors. Springer Berlin Heidelberg 2014, p. 193-201 | ||
(ISBN: 978-3-319-02308-3), ICMMI 2013, 22-25.10.2013 Brenna, Poland][1] | ||
+ [P. Widlak, G. Mrukwa, M. Kalinowska, M. Pietrowska, M. Chekan, J. Wierzgon, M. | ||
Gawin, G. Drazek and J. Polanska, "Detection of molecular signatures of oral | ||
squamous cell carcinoma and normal epithelium - application of a novel | ||
methodology for unsupervised segmentation of imaging mass spectrometry data," | ||
Proteomics, vol. 16, no. 11-12, pp. 1613-21, 2016][2] | ||
Proteomics, vol. 16, no. 11-12, pp. 1613-21, 2016][1] | ||
+ [M. Pietrowska, H. C. Diehl, G. Mrukwa, M. Kalinowska-Herok, M. Gawin, M. | ||
Chekan, J. Elm, G. Drazek, A. Krawczyk, D. Lange, H. E. Meyer, J. Polanska, C. | ||
Henkel, P. Widlak, "Molecular profiles of thyroid cancer subtypes: | ||
Classification based on features of tissue revealed by mass spectrometry | ||
imaging," Biochimica et Biophysica Acta (BBA)-Proteins and Proteomics, 2016][3] | ||
imaging," Biochimica et Biophysica Acta (BBA)-Proteins and Proteomics, 2016][2] | ||
+ [G. Mrukwa, G. Drazek, M. Pietrowska, P. Widlak and J. Polanska, "A Novel | ||
Divisive iK-Means Algorithm with Region-Driven Feature Selection as a Tool for | ||
Automated Detection of Tumour Heterogeneity in MALDI IMS Experiments," in | ||
International Conference on Bioinformatics and Biomedical Engineering, 2016][4] | ||
+ [A. Polanski, M. Marczyk, M. Pietrowska, P. Widlak and J. Polanska, "Signal | ||
partitioning algorithm for highly efficient Gaussian mixture modeling in mass | ||
spectrometry," PloS one, vol. 10, no. 7, p. e0134256, 2015][5] | ||
|
||
[1]: http://link.springer.com/chapter/10.1007/978-3-319-02309-0_20 | ||
[2]: http://onlinelibrary.wiley.com/doi/10.1002/pmic.201500458/pdf | ||
[3]: http://www.sciencedirect.com/science/article/pii/S1570963916302175 | ||
[4]: http://link.springer.com/chapter/10.1007/978-3-319-31744-1_11 | ||
[5]: http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0134256 | ||
International Conference on Bioinformatics and Biomedical Engineering, 2016][3] | ||
|
||
[1]: http://onlinelibrary.wiley.com/doi/10.1002/pmic.201500458/pdf | ||
[2]: http://www.sciencedirect.com/science/article/pii/S1570963916302175 | ||
[3]: http://link.springer.com/chapter/10.1007/978-3-319-31744-1_11 |
This file was deleted.
Oops, something went wrong.
This file was deleted.
Oops, something went wrong.
This file was deleted.
Oops, something went wrong.
Oops, something went wrong.