Automated classification of healthy and keloidal collagen patterns based on processing of SHG images of human skin

Journal of Biophotonics

Volumn 4, Issue 9, 2011, Pages 627-636

  Medyukhina, Anna ^a   Vogler, Nadine ^a,b   Latka, Ines ^a   Kemper, Stefanie ^c   Böhm, Markus ^c   Dietzek, Benjamin ^a,b   Popp, Jürgen ^a,b  

^a LEIBNIZ INSTITUTE OF PHOTONIC TECHNOLOGY   (Germany)

^b FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

^c UNIVERSITY HOSPITAL MÜNSTER   (Germany)

Author keywords

Biomedical imaging; Image analysis; SHG

Indexed keywords

ALL-OPTICAL; AUTOMATED CLASSIFICATION; AUTOMATED DATA; BIOMEDICAL IMAGING; CLINICAL INVESTIGATION; DATA SETS; DIAGNOSTIC TOOLS; GEOMETRICAL FEATURES; HUMAN SKIN; IMAGE PROCESSING ALGORITHM; MEDICAL PRACTICE; MICROSCOPIC IMAGE; MULTIMODAL IMAGING; PHYSIOLOGICAL STATE; PHYSIOLOGICAL STATUS; SHG; SKIN DISEASE; TISSUE SECTIONS; TOMOGRAPHIC;

ALGORITHMS; AUTOMATION; COLLAGEN; DATA HANDLING; IMAGE ANALYSIS; OPTICAL DATA PROCESSING; OPTICAL TOMOGRAPHY; PHYSIOLOGY; TISSUE;

MEDICAL IMAGING;

COLLAGEN;

ALGORITHM; ARTICLE; CLASSIFICATION; ELECTRON TOMOGRAPHY; HUMAN; IMAGE PROCESSING; INFORMATION PROCESSING; KELOID; METABOLISM; METHODOLOGY; PATHOLOGY; SKIN; SKIN DISEASE; ULTRASTRUCTURE;

ALGORITHMS; AUTOMATIC DATA PROCESSING; COLLAGEN; ELECTRON MICROSCOPE TOMOGRAPHY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; KELOID; SKIN; SKIN DISEASES;

EID: 80051933583     PISSN: 1864063X     EISSN: 18640648     Source Type: Journal    
DOI: 10.1002/jbio.201100028     Document Type: Article

References (42)

1. L. Baia, K. Gigant, U. Posset, R. Petry, G. Schottner, W. Kiefer, and J. Popp, Vib. Spectrosc. 29, 245 (2002).
2. M. Baranska, H. Schulz, P. Rösch, M. A. Strehle, and J. Popp, Analyst 129, 926 (2004).
3. C. Krafft, A. A. Ramoji, C. Bielecki, N. Vogler, T. Meyer, D. Akimov, P. Rösch, M. Schmitt, B. Dietzek, I. Petersen, A. Stallmach, and J. Popp, J. Biophotonics 2, 303 (2009).
4. T. Bocklitz, M. Putsche, C. Stüber, J. Käs, A. Niendorf, P. Rösch, and J. Popp, J. Raman Spectrosc 40, 1759 (2009).
5. M. Kammer, R. Hedrich, H. Ehrlich, J. Popp, E. Brunner, and C. Krafft, Anal. Bioanal. Chem. 398, 509 (2010).
6. C. Krafft, B. Dietzek, and J. Popp, Analyst 134, 1046 (2009).
7. N. Vogler, T. Meyer, D. Akimov, I. Latka, C. Krafft, N. Bendsöe, K. Svanberg, B. Dietzek, and J. Popp, J. Biophotonics 3, 728 (2010).
8. J.-X. Cheng, Y. K. Jia, G. Zheng, and X. S. Xie, Biophys. J. 83, 502 (2002).
9. M. Müller and A. Zumbusch, ChemPhysChem 8, 2156 (2007).
10. G. Bergner, S. Chatzipapadopoulos, D. Akimov, B. Dietzek, D. Malsch, T. Henkel, S. Schlücker, and J. Popp, Small 5, 2816 (2009).
11. G. Bergner, E. Vater, D. Akimov, S. Schlücker, H. Bartelt, B. Dietzek, and J. Popp, Laser Phys. Lett. 7, 510 (2010).
12. C. Müller, T. Buckup, B. von Vacano, and M. Motzkus, J. Raman Spectrosc. 40, 809 (2009).
13. M. Jurna, J. Korterik, C. Otto, J. Herek, and H. Offerhaus, Phys. Rev. Lett. 103, 043905 (2009).
14. A. Zumbusch, G. Holtom, and X. Xie, Phys. Rev. Lett. 82, 4142 (1999).
15. T. Meyer, D. Akimov, N. Tarcea, S. Chatzipapadopoulos, G. Muschiolik, J. Kobow, M. Schmitt, and J. Popp, J. Phys. Chem. B 112, 1420 (2008).
16. I. Weissflog, N. Vogler, D. Akimov, A. Dellith, D. Schachtschabel, A. Svatos, W. Boland, B. Dietzek, and J. Popp, Plant Physiol. 154, 604 (2010).
17. N. Vogler, T. Bocklitz, M. Mariani, V. Deckert, A. Markova, P. Schelkens, P. Rösch, D. Akimov, B. Dietzek, and J. Popp, J. Opt. Soc. Am. A 27, 1361 (2010).
18. D. Akimov, S. Chatzipapadopoulos, T. Meyer, N. Tarcea, B. Dietzek, M. Schmitt, and J. Popp, J. Raman Spectrosc. 40, 941 (2009).
19. S. Fine and W. P. Hansen, Appl. Optics 10, 2350 (1971).
20. T. Theodossiou, C. Thrasivoulou, C. Ekwobi, and D. Becker, Biophys. J. 91, 4665 (2006).
21. P. Provenzano, K. Eliceiri, J. Campbell, D. Inman, J. White, and P. Keely, BMC Med. 4, 38 (2006).
22. M. Tsai, Y. Chiu, M. Lo and C. Sun, J. Biomed Opt. 15, 026002 (2010).
23. P. Campagnola, A. Millard, M. Terasaki, P. Hoppe, C. Malone, and W. Mohler, Biophys J. 82, 493 (2002).
24. D. Arifler, I. Pavlova, A. Gillenwater, and R. Richards-Kortum, Biophys J. 92, 3260 (2007).
25. P. J. Campagnola and C.-Y. Dong, Laser Photonics Rev. 5, 13 (2011).
26. F. Tiaho, G. Recher, and D. Rouede, Opt. Exp. 15, 12286 (2007).
27. C. Bayan, J. Levitt, E. Miller, D. Kaplan, and I. Georgakouki, J. Appl. Phys. 105, 102042 (2009).
28. M. Strupler, A.-M. Pena, M. Hernest, P.-L. Tharaux, J.-L. Martin, E. Beaurepaire, and M.-C. Schanne-Klein, Opt. Express 15, 4054 (2007).
29. T. Guilbert, C. Odin, Y. Le Grand, L. Gailhouste, B. Turlin, F. Ezan, Y. Désille, G. Baffet, and D. Guyader, Opt. Express 18, 25794 (2010).
30. L. Gailhouste, Y. Grand, C. Odin, D. Guyader, B. Turlin, F. Ezan, Y. Désille, T. Guilbert, A. Bessard, C. Fremin, N. Theret, and G. Baffet, J. Hepatol. 52, 398 (2010).
31. P. Matteini, F. Ratto, F. Rossi, R. Cicchi, C. Stringari, D. Kapsokalyvas, F. S. Pavone, and R. Pini, Opt. Express 17, 4868 (2009).
32. R. Cicchi, D. Kapsokalyvas, V. De Giorgi, V. Maio, A. Van Wiechen, D. Massi, T. Lotti, and F. S. Pavone, J. Biophotonics 3, 34 (2010).
33. R. A. Rao, M. R. Mehta, and K. C. Toussaint, Opt. Exp. 17, 14534 (2009).
34. J. Meenakshi, V. Jayaraman, K. M. Ramakrishnan, and M. Babu, Indian J. Plast. Surg. 38, 175 (2005).
35. S. Urioste, K. Arndt, and J. Dover, Semin. Cutan. Med. Surg. 18, 159 (1999).
36. P. Verhaegen, P. van Zuijlen, N. Pennings, J. van Marle, F. Niessen, C. van der Horst, and E. Middelkoop, Wound Rep. Reg. 17, 649 (2009).
37. H. A. Linares, C. W. Kischer, M. Dobrkovsky, and D. L. Larson, J. Investigative Dermatology. 59, 323 (1972).
38. N. Vogler, A. Medyukhina, I. Latka, S. Kemper, M. Böhm, B. Dietzek, and J. Popp, Laser Phys. Lett. 8, 617 (2011).
39. Y.-M. Wu, H.-C. Chen, W.-T. Chang, J.-W. Jhan, H.-L. Lin, and I. Liau, Anal. Chem. 81, 1496 (2009).
40. S. Bégin, E. Bélanger, S. Laffray, R. Vallé, and D. Côté, J. Biophotonics 2, 632 (2009).
41. I. Rocha-Mendoza, D. Yankelevich, M. Wang, K. Reiser, C. Frank, and A. Knoesen, Biophys. J. 93, 4433 (2007).
42. R. Williams, W. Zipfel, and W. Webb, Biophys. J. 88, 1377 (2005).