Device and method for detecting and/or evaluating pathological states
The invention relates to a device ( 1 ) for detecting and/or evaluating a pathological condition comprising a Raman spectroscopy system ( 10 ) and an electronic evaluation device ( 20 ), which is configured to perform a detection and/or evaluation of the pathological condition in accordance with an evaluation of at least one Raman spectrum detected in stroma.
1. A device for detecting or evaluating a pathological condition, comprising
a Raman spectroscopy system;
an electronic evaluation device which is configured to perform a detection or assessment of the pathological condition depending on an evaluation of at least one Raman spectrum detected in stroma; and
at least one controllable motor operative to induce a relative movement between a stroma tissue sample and optical components of the Raman spectroscopy system in order to automatically capture the at least one Raman spectrum at a plurality of positions of the stroma tissue sample.
2. The device according to claim 1 , wherein the electronic evaluation device is configured to perform the detection or assessment of a tumor depending on the evaluation of the at least one Raman spectrum detected in the stroma outside a tumor.
3. The device according to claim 2 , wherein the electronic evaluation device is configured to retrieve reference data for detecting or evaluating the tumor depending on a tumor type of the tumor.
4. The device according to claim 2 , wherein the tumor is selected from a group consisting of:
a breast tumor,
a pancreatic tumor,
a colon tumor,
a lung tumor,
a thyroid tumor,
a stomach tumor,
an ovarian tumor.
5. The device according to claim 1 , wherein the electronic evaluation device is configured to perform a grading of a tumor depending on the at least one Raman spectrum.
6. The device according to claim 1 , wherein the electronic evaluation device is configured to determine, depending on the at least one Raman spectrum, whether a tumor is aggressive or non-aggressive.
7. The device according to claim 1 , wherein the electronic evaluation device is configured to detect endometriosis via evaluation of the at least one Raman spectrum in the stroma of an endometrium.
8. The device according to claim 1 , wherein the electronic evaluation device is configured to apply a support vector machine to data obtained from the at least one Raman spectrum.
9. The device according to claim 8 , wherein the electronic evaluation device is configured to subject the at least one Raman spectrum to a principal component analysis and apply the support vector machine to identified major components.
10. The device according to claim 8 , wherein the support vector machine has a linear kernel.
11. The device according to claim 1 , comprising:
a sample holder adapted to hold the tissue sample for Raman spectroscopy, wherein the device is configured to apply an excitation beam of the Raman spectroscopy system from a lower side of the sample holder to the tissue sample.
12. A method for detecting or evaluating a pathological condition, comprising
detecting at least one Raman spectrum,
evaluating the at least one Raman spectrum by an electronic computing device, wherein at least one Raman spectrum detected in stroma is evaluated by the electronic computing device for detection or assessment of the pathological condition; and
inducing a relative movement between a stroma tissue sample and optical components of the Raman spectroscopy system in order to automatically capture the at least one Raman spectrum at a plurality of positions of the stroma tissue sample.
13. The method according to claim 12 , wherein, depending on the evaluation of a Raman spectrum detected in the stroma outside a tumor, the detection or assessment of the tumor is performed.
14. The method according to claim 13 , wherein the electronic evaluation device retrieves reference data, which are used for the detection or assessment of the tumor, depending on a tumor type.
15. The method according to claim 13 , wherein the tumor is a breast tumor, a pancreatic tumor, a colon tumor, lung tumor, thyroid tumor, a stomach tumor, or an ovarian tumor.
16. The method according to claim 12 , wherein the electronic computing device performs a grading of a tumor depending on the at least one Raman spectrum.
17. The method according to claim 12 , wherein the electronic evaluation device determines, depending on the at least one Raman spectrum, whether a tumor is aggressive or non-aggressive.
18. The method according to claim 12 , wherein the electronic evaluation device detects an endometriosis by evaluating the at least one Raman spectrum detected in the stroma of an endometrium.
19. The method according to claim 12 , wherein the electronic evaluation device uses a support vector machine on data obtained from the at least one Raman spectrum.
20. The method according to claim 19 , wherein the electronic evaluation device subjects the at least one Raman spectrum to a principal component analysis and applies the support vector machine to identified major components.
21. The method according to claim 19 , wherein the support vector machine has a linear kernel.
22. The method according to claim 12 , wherein an excitation beam of a Raman spectroscopy system is applied from a lower side of a sample holder to the stroma tissue sample.