Apteryx - Traitement d'images - Pixies - RéférencesEnglish version
Articles princeps
Développé en collaboration avec l'Unité 494 INSERM (antérieurement U66 INSERM), Pixies vous permet, entre autres, de mettre en oeuvre la méthode d'analyse factorielle des séquences d'images biomédicales dont les articles princeps sont les suivants :
  • Barber DC. 1980. The use of principal components in the quantitative analysis of gamma camera dynamic studies. Phys. Med. Biol. 25: 283-292.
  • Bazin JP, Di Paola R, Gibaud B, Rougier P, Tubiana M. 1980. Factor analysis of dynamic scintigraphic data as a modelling method. An application to the detection of the metastases. Information Processing in Medical Imaging, Di Paola R and Kahn E eds (Paris: INSERM) pp 345-366.
  • Di Paola R, Bazin JP, Aubry F, Aurengo A, Cavailloles F, Herry JY, Kahn E. 1982. Handling of dynamic sequences in nuclear medicine. IEEE Trans. Nucl. Sci. 29: 1310-1321.
Références relatives à la théorie
La méthode d'analyse factorielle des séquences d'images a connu de nombreuses évolutions depuis les années 1980, dans l'Unité 66 INSERM puis dans l'Unité 494 INSERM, mais aussi dans d'autres laboratoires, et a donné lieu à de nombreux articles présentant de nouveaux développements théoriques.
  • Benali H, Buvat I, Frouin F, Bazin JP, Di Paola R. 1994. Foundations of factor analysis of medical image sequences. Image and Vision Computing 12: 375-385.
  • Benali H, Buvat I, Frouin F, Bazin JP, Di Paola R. 1993. A statistical model for the determination of the optimal metric in Factor Analysis of Medical Image Sequences (FAMIS). Phys. Med. Biol. 38: 1065-1080.
  • Buvat I, Benali H, Di Paola R. 1998. Statistical distribution of factors and factor images in factor analysis of medical image sequences. Phys. Med. Biol. 43: 421-434.
  • Buvat I, Benali H, Frouin F, Bazin JP, Di Paola R. 1993. Target apex-seeking in factor analysis of medical image sequences. Phys. Med. Biol. 38: 123-138.
  • Buvat I, Hapdey S, Benali H, Todd-Pokropek A, Di Paola R. 1999. Spectral factor analysis for multi-isotope imaging in nuclear medicine. Information Processing in Medical Imaging, Kuba A, Samal M and Todd-Pokropek A eds (Berlin: Springer) pp 442-447.
  • Frouin F, Bazin JP, Di Paola M, Jolivet O, Di Paola R. 1992. FAMIS: a software package for functional feature extraction from biomedical multidimensional images. Comput. Med. Im. Graph. 16: 81-91.
  • Frouin F, De Cesare A, Bouchareb Y, Todd Pokropek A, Herment A. 1999. Spatial regularization applied to factor analysis of medical image sequences (FAMIS). Phys. Med. Biol. 44: 2289-2306.
  • Hannequin P, Liehn JC, Valeyre J. 1989. The determination of the number of statistically significant factors in factor analysis of dynamic structures. Phys. Med. Biol. 34: 1213-1227.
  • Houston AS. 1984. The effect of apex-finding errors on factor images obtained from factor analysis and oblique transformation. Phys. Med. Biol. 29: 1109-1116.
  • Nijran KS, Barber DC. 1985. Towards automatic analysis of dynamic radionuclide studies using principal-components factor analysis. Phys. Med. Biol. 30: 1315-1325.
  • Nijran KS, Barber DC. 1986. Factor analysis of dynamic function studies using a priori physiological information. Phys. Med. Biol. 31: 1107-1117.
  • Phillips PR. 1989. Bayesian statistics, factor analysis, and PET images-Part I: mathematical background. IEEE Trans. Med. Imaging 8: 125-132.
  • Samal M, Karny M, Surova H, Marikova E, Dienstbier Z. 1987. Rotation to simple structure in factor analysis of dynamic radionuclide studies. Phys. Med. Biol. 32: 371-382.
  • Samal M, Karny M, Surova H, Penicka P, Marikova E, Dienstbier Z. 1989. On the existence of an unambiguous solution in factor analysis of dynamic studies. Phys. Med. Biol. 34: 223-228.
  • Samal M, Surova H, Karny M, Marikova E, Michalova K, Dienstbier Z. 1986. Enhancement of physiological factors in factor analysis of dynamic studies. Eur. J. Nucl. Med. 12: 280-283.
  • Sitek A, Gullberg GT, Huesman RH. 2002. Correction for ambiguous solutions in factor analysis using a penalized least squares objective. IEEE Trans. Med. Imaging. 21:216-225.
  • Van Daele M, Joosten J, Devos P, Vandecruys A, Willems JL, De Roo M. 1990. Background correction in factor analysis of dynamic scintigraphic studies: necessity and implementation. Phys. Med. Biol. 35: 1477-1485.
  • Van Daele M, Joosten J, Devost P, Vandecruys A, Willems JL, De Roo M. 1991. A new vertex-finding algorithm for the oblique rotation step in factor analysis. Phys. Med. Biol. 36: 77-85.
Editoriaux
La méthode d'analyse factorielle des séquences d'images a également donné lieu à des éditoriaux.
  • Barber D, Martel A. 1992. Factor analysis revisited. Eur. J. Nucl. Med. 19: 467-468.
  • Houston AS. 1990. Will factor analysis ever become a universally accepted routine in nuclear medicine? Nucl. Med. Commun. 11: 401-403.
  • Samal M. 1993. Factor analysis revisited: a potential key for clinicians. Eur. J. Nucl. Med. 20: 562-564.
Applications
Les références suivantes indiquent dans quels contextes l'analyse factorielle des séquences d'images a déjà été utilisée. Devant le développement croissant de l'imagerie fonctionnelle ou multidimensionnelle en général, bien d'autres applications sont certainement encore à trouver !

Médecine Nucléaire - Coeur
  • Bruyant PP, Sau J, Mallet JJ. 1999. Noise removal using factor analysis of dynamic structures: application to cardiac gated studies. J. Nucl. Med. 40: 1676-1682.
  • Cavailloles F, Bazin JP, Capderou A, Valette H, Herbert JL, Di Paola R. 1987. Automated processing of first-pass radionuclide angiocardiography by factor analysis of dynamic structures. Nucl. Med. Comm. 8: 375-387.
  • Cavailloles F, Bazin JP, Di Paola R. 1984. Factor analysis in gated cardiac studies. J. Nucl. Med. 25: 1067-1079.
  • Cavailloles F, Bazin JP, Pavel D, Olea E, Faraggi M, Frouin F, Di Paola R. 1995. Comparison between factor analysis of dynamic structures and Fourier analysis in detection of segmental wall motion abnormalities: a clinical evaluation. Int. J. Card. Imaging 11: 263-272.
  • Hannequin P, Liehn JC, Fortier A, Elaerts J, Valeyre J. 1986. Comparison of phase analysis with factor analysis in equilibrium gated radionuclide angiography. Nucl. Med. Commun. 7: 857-864.
  • Kasalicky J, Kidery J, Vavrejn B, Surova H, Malek I. 1989. Determination of left ventricular wall motility injury by factor analysis in patients with advanced ischemic heart disease. Eur. J. Nucl. Med. 15: 767-770.
  • Kotzki P, Touzery C, Munsch T, Riedinger J, Gogou L, Piffaut P, Bidan Y, Pelletier J. 1987. Fourier and factorial analysis: an objective and comparative evaluation on a cardiac phantom. Eur. J. Nucl. Med. 13: 450-455.
  • Murase K, Mochizuki T, Hamamoto K. 1988. Quantitative aspects of two-factor analysis applied to gated cardiac studies. Eur. J. Nucl. Med. 14: 190-195.
  • Philippe L, Mena I, Darcourt J, Frenk WJ. 1988. Evaluation of valcular regurgitation by factor analysis of first pass angiography. J. Nucl. Med. 29: 159-206.
  • Sitek A, Di Bella EV, Gullberg GT. 2000. Factor analysis with a priori knowledge--application in dynamic cardiac SPECT. Phys. Med. Biol. 45(9): 2619-2638.
  • Sitek A, Di Bella EV, Gullberg GT, Huesman RH. 2002. Removal of liver activity contamination in teboroxime dynamic cardiac SPECT imaging with the use of factor analysis. J. Nucl. Cardiol. 9(2):197-205.
  • Villanueva-Meyer J, Philippe L, Cordero S, Marcus CS, Mena I. 1986. Use of factor analysis in the evaluation of left to right cardiac shunts. J. Nucl. Med. 27: 1442-1448.

Médecine Nucléaire - Reins
  • Bergmann H, Dworak E, König B, Mostbeck A, Sámal M. 1999. Improved automatic separation of renal parenchyma and pelvis in dynamic renal scintigraphy using fuzzy regions of interest. Eur. J. Nucl. Med. 26: 837-843.
  • Houston AS, Sampson WFD. 1997. A quantitative comparison of some FADS methods in renal dynamic studies using simulated and phantom data. Phys. Med. Biol. 42: 199-217.
  • Kakuta T, Suzuki Y, Hida M, Wakabayasi M, Fujisaki T, Kitamura M, Hiraga S. 1997. Functional evaluation of the remaining kidney in donors by radionuclide dynamic imaging using a graphic method with factor analysis. Nucl. Med. Comm. 18: 937-942.
  • Macleod MA, Houston AS. 1989. Factor analysis of dynamic structures (FADS) in the diagnosis of renal disease. Eur. J. Nucl. Med. 15: 601-604.
  • Russell CD, Yester MV, Dubovsky AV. 1990. Measurement of renal parenchymal transit time of Tc-99m-MAG3 using factor analysis. Nuklearmedizin. 29: 170-176.
  • Samal M, Nimmon CC, Britton KE, Bergmann H. 1998. Relative renal uptake and transit time measurements using functional factor images and fuzzy regions of interest. Eur. J. Nucl. Med. 25:48-54.

Médecine Nucléaire - Thyroïde
  • Billotey C, Aurengo A, Najean Y, Sarfati E, Moretti JL, Toubert ME, Rain JD. 1994. Identifying abnormal parathyroid glands in the thyroid uptake area using Technetium-99m-sestamibi and factor analysis of dynamic structures. J. Nucl. Med. 35: 1631-1636.
  • Billotey C, Sarfati E, Aurengo A, Duet M, Mündler O, Toubert ME, Rain JD, Najean Y. 1996. Advantages of SPECT in Technetium-99m-sestamibi parathyroid scintigraphy. J. Nucl. Med. 37: 1773-1778.
  • Blocklet D, Martin P, Schoutens A, Verhas M, Hooghe L, Kinnaert P. 1997. Presurgical localization of abnormal parathyroid glands using a single injection of technetium-99m methoxyisobutylisonitrile: comparison of different techniques including factor analysis of dynamic structures. Eur. J. Nucl. Med. 24: 46-51.
  • Helal BO, Frouin F, Schaison G, Leguillouzic D, Pueyo ME, Lebtahi R, Archambaud F, Desgrez A, Bazin JP, Di Paola R. 1992. Diagnosis of malignancy in thyroid nodules by factor analysis of spectral and dynamic structures: a simultaneous dual-isotope dynamic study with thallium-201 and iodine-123. Eur. J. Nucl. Med. 19: 517-521.
  • Manil L, Boudet F, Motte F, Gardet P, Saccavini JC, Lumbroso JD, Schlumberger M, Caillou B, Bazin JP, Ricard M, Bellet D, Bohuon C, Tubiana M, Di Paola R, Parmentier C. 1989. Positive anticalcitonin immunoscintigraphy in patients with medullary thyroid carcinoma. Cancer Research 49: 5480-5485.
  • Sarfati E, Billotey C, Halimi B, Fritsch S, Cattan P, Dubost C. 1997. Early localization and reoperation for persistent primary hyperparathyroidism. Br. J. Surg. 84:98-100.
  • Sidibe S, Frouin F, Bazin JP, Lumbroso J, Schlumberger M, Parmentier C, Di Paola R. 1994. Processing by factor analysis of dynamic dual isotope studies using 99Tcm and 201Tl within a middle energy band. Evaluation in thyroid nodule malignancy. Nucl. Med. Commun. 15: 367-378.

Médecine Nucléaire - Tomographie d'émission de positons
  • Ahn JY, Lee DS, Lee JS, Kim SK, Cheon GJ, Yeo JS, Shin SA, Chung JK, Lee MC. 2001. Quantification of regional myocardial blood flow using dynamic H2(15)O PET and factor analysis. J. Nucl. Med. 42(5): 782-7.
  • Hermansen F, Ashburner J, Spinks TJ, Kooner JS, Camici PG, Lammersta AA. 1998. Generation of myocardial factor images directly from the dynamic oxygen-15-water scan without use of an oxygen-15-carbon monoxide blood-pool scan. J. Nucl. Med. 39: 1696-1702.
  • Wu HM, Hoh CK, Buxton DB, Kuhle WG, Schelbert HR, Choi Y, Hawkins RA, Phelps ME, Huang SC. 1995. Quantification of myocardial blood flow using dynamic nitrogen-13-ammonia PET studies and factor analysis of dynamic structures. J. Nucl. Med. 36: 2087-2093.
  • Wu HM, Hoh CK, Choi Y, Schelbert HR, Hawkins RA, Phelps ME, Huang SC. 1995. Factor analysis for extraction of blood time-activity curves in dynamic FDG-PET studies. J. Nucl. Med. 36: 1714-1722.
  • Wu HM, Huang SC, Allada V, Wolfenden PJ, Schelbert HR, Phelps ME, Hoh CK. 1996. Derivation of input function from FDG-PET studies in small hearts. J. Nucl. Med. 37: 1717-1722.

Médecine Nucléaire - Correction de la diffusion et imagerie multiisotopique
  • Bonnin F, Buvat I, Benali H, Di Paola R. 1994. A comparative clinical study of scatter correction methods for scintigraphic images. Eur. J. Nucl. Med. 21: 388-393.
  • Buvat I, Benali H, Todd-Pokropek A, Di Paola R. 1994. Scatter correction in scintigraphy: the state of the art. Eur. J. Nucl. Med. 21: 675-694.
  • Buvat I, De Sousa MC, Di Paola M, Ricard M, Lumbroso J, Aubert B. 1998. Impact of scatter correction in planar mammoscintigraphy. J. Nucl. Med. 39: 1590-1596.
  • Buvat I, Rodriguez-Villafuerte M, Todd-Pokropek A, Benali H, Di Paola R. 1995. Comparative assessment of nine scatter correction methods based on spectral analysis using Monte Carlo simulations. J. Nucl. Med. 36: 1476-1488.
  • Delpon G, Ferrer L, Lenta C, Lisbona A, Buvat I, Bardies M. 2002. Comparison of four scatter correction methods for patient whole-body imaging during therapeutic trials with iodine-131. Cancer. 94(4 Suppl):1224-1230.
  • Mas J, Hannequin P, Ben Younes R, Bellaton B, Bidet R. 1990. Scatter correction in planar imaging and SPECT by constrained factor analysis of dynamic structures (FADS). Phys. Med. Biol. 35: 1451-1465.

Médecine Nucléaire - Divers
  • Baulieu F, Baulieu J, Secchi V, Dabiens J, Barsotti J, Itti R. 1989. Factorial analysis of dynamic lymphoscintigraphy in lower limb lymphoedema. Nucl. Med. Comm. 10: 109-119.
  • Cavailloles F, Morvan D, Boudet F, Bazin JP, Di Paola R. 1987. Factor analysis of dynamic structures as an aid for vesicoureteral reflux diagnosis. Contrib. Nephrol. 56: 238-242.
  • Cinotti L, Bazin JP, Meignan M, Aubry F, Di Paola R. 1985. Factor analysis of Kr-81m lung ventilation studies. Eur. J. Nucl. Med. 10: 511-518.
  • Edeline V, Frouin F, Bazin JP, Di Paola M, Kalifa C, Contesso G, Parmentier C, Lumbroso J, Di Paola R. 1993. Factor analysis as a mean of determining response to chemotherapy in patients with osteogenic sarcoma. Eur. J. Nucl. Med. 20: 1175-1185.
  • Kolesnikov-Gauthier H, Huglo D, Nocaudie M, Marchandise X. 1999. Factor analysis of dynamic series (FADS) in somatostatin receptor imaging. J. Nucl. Med. 40: 33-39.
  • Oster ZH, Som P, Bazin JP, Di Paola M, Raynaud C, Atkins HL, Di Paola R. 1989. The role of factor analysis in the evaluation of new radiopharmaceuticals. Int. J. Rad. Appl. Instrum. [B] 16: 85-89.
  • Petras S, Aurengo A, Le D, Di Paola M, Jeanguillaume C, Galle P. 1996. Factor analysis in successive hepatobiliary imaging of native and transplants livers. J. Nucl. Med. 37: 847-851.

Imagerie par résonance magnétique
  • Backfrieder W, Baumgartner R, Samal M, Moser E, Bergmann H. Quantification of intensity variations in functional MR images using rotated principal components. Phys. Med. Biol. 1996; 41: 1425-1438.
  • Benali H, Buvat I, Anton JL, Pelegrini M, Di Paola M, Bittoun J, Burnod Y, Di Paola R. 1997. Space-time statistical model for functional MRI image sequences. Information Processing in Medical Imaging, Duncan J and Gindi G eds (Berlin: Springer) pp 285-298.
  • Bonnerot V, Charpentier A, Frouin F, Kalifa C, Vanel D, Di Paola R. 1992. Factor analysis of dynamic MR imaging in predicting the response of osteosarcoma to chemotherapy. Invest. Radiol. 27: 847-855.
  • Delzescaux T, Frouin F, De Cesare A, Philipp-Foliguet S, Zeboudj R, Janier M, Todd-Pokropek A, Herment A. 2001. Adaptive and self-evaluating registration method for myocardial perfusion assessment. MAGMA. 13(1):28-39.
  • Delzescaux T, Frouin F, de Cesare A, Philipp-Foliguet S, Todd-Pokropek A, Herment A, Janier M. 2003. Using an adaptive semiautomated self-evaluated registration technique to analyze MRI data for myocardial perfusion assessment. J. Magn. Reson. Imaging. 18(6):681-690.
  • Frouge C, Guinebretière JM, Contesso G, Di Paola R, Bléry M, Radiol I. 1994. Correlation between contrast enhancement in dynamic magnetic resonance imaging of the breast and tumor angiogenesis. Invest. Radiol. 29: 1043-1049.
  • Janier MF, Mazzadi AN, Lionnet M, Frouin F, Andre-Fouet X, Cinotti L, Revel D, Croisille P. 2002. Factor analysis of medical image sequences improves evaluation of first-pass MR imaging acquisitions for myocardial perfusion. Acad. Radiol. 9(1):26-39.
  • Martel AL, Moody AR, Allder SJ, Delay GS, Morgan PS. 2001. Extracting parametric images from dynamic contrast-enhanced MRI studies of the brain using factor analysis. Med. Image Anal. 5(1): 29-39.
  • Martel AL, Allder SJ, Delay GS, Morgan PS, Moody AA. 2001. Perfusion MRI of infarcted and noninfarcted brain tissue in stroke: a comparison of conventional hemodynamic imaging and factor analysis ofdynamic studies. Invest. Radiol. 36(7):378-385.
  • Martel AL, Fraser D, Delay GS, Morgan PS, Moody AA. 2003. Separating arterial and venous components from 3D dynamic contrast-enhanced MRI studies using factor analysis. Magn. Reson. Med. 49(5):928-33.
  • Zagdansky AM, Sigal R, Bosq J, Bazin JP, Vanel D, Di Paola R. 1994. Factor analysis of medical image sequences in MR of head and neck tumors. Am. J. Neuroradiol. 15: 1359-1368.

Tomodensitométrie
  • Chabriais J, Lebo NK, Helenon O, Chourroute Y, Di Paola R, Moreau JF. 1991. Iodinated contrast renal pharmacokinetic study by factor analysis dynamic computed tomography in the rabbit. Invest. Radiol. 26: S80-S82.

Echographie
  • Frouin F, Delouche A, Abergel E, Raffoul H, Diebold H, Diebold B. 2002. Value of factor analysis in a wall motion study: preliminary application in the detection of left ventricular segmental contraction ischemic disorders by echocardiography. J. Radiol. 83:1835-41.

Imagerie biologique
  • Kahn E, Coullin P, Frouin F, Todd-Pokropek A, Bernheim A. 2002. Improved confocal characterization of targets in nuclei of cytogenetic preparations. Anal. Quant. Cytol. Histol. 24:178-184.
  • Kahn E, Frouin F, Bruzzoni Giovanelli H, Calvo F, Di Paola R, Linarès Cruz G. 1999. Confocal-multilabeling, ultrasensitive TUNEL analysis of DNA breaks in individual cells. Anal. Quant. Cytol. Histol. 21: 1-7.
  • Kahn E, Frouin F, Hotmar J, Di Paola R, Bernheim A. 1997. Confocal fluorescence analysis of the depth and focus of cytogenetic preparations. Anal. Quant. Cytol. Histol. 19: 404-412.
  • Kahn E, Hotmar J, Frouin F, Di Paola M, Bazin JP, Di Paola R, Bernheim A. 1996. Spectral and dynamic confocal fluorescence characterization of cytogenetic preparations. Anal. Cell. Pathol. 12: 45-56.
  • Kahn E, Lizard G, Frouin F, Roignot P, Chardonnet Y, Di Paola R. 1997. Laser scanning confocal microscopy and factor analysis of biomedical image sequences (FAMIS) to detect and characterize HPV DNA sequences by FISH in HeLa cells. Cytometry 28: 269-279.
  • Kahn E, Lizard G, Pélégrini M, Frouin F, Roignot P, Chardonnet Y, Di Paola R. 1999. Four-dimensional factor analysis of confocal image sequences (4D-FAMIS) to detect and characterize low copy numbers of human papillomavirus DNA by FISH in HeLa and SiHa cells. J. Microsc. 193: 227-243.
  • Kahn E, Lizard G, Frouin F, Roignot P, Chardonnet Y, Di Paola R. 2000. Factor analysis of confocal image sequences of human papillomavirus DNA revealed with fast red in cervical tissue sections stained with TOTO-iodide. Anal. Quant. Cytol. Histol. 22(2): 168-174.
  • Kahn E, Frouin F, Souchier C, Bernengo JC, Bruzzoni-Giovanelli H, Clement O, Frija G, Di Paola R, Calvo F, Linares-Cruz G. 2000. Cytometry 40(1):42-49.
  • Kahn E, Lizard G, Frouin F, Souchier C, Bernengo JC, Siitari H, Cuenod CA, Clément O, Frija G, Gambert P, Todd-Pokropek A. 2001. Confocal image characterization of human papillomavirus DNA sequences revealed with Eu in HeLa cell nuclei stained with Hoechst 33342. Anal. Quant. Cytol. Histol. 23(2): 101-108.
  • Kahn E, Lizard G, Frouin F, Bernengo JC, Souchier C, Bessede G, Clément O, Siitari H, Gambert P, Frija G, Todd-Pokropek A. 2001. Confocal analysis of phosphatidylserine externalization with the use of biotinylated annexin V revealed with streptavidin-FITC, -europium, -phycoerythrin or -Texas Red in oxysterol-treated apoptotic cells. Anal. Quant. Cytol. Histol. 23(1): 47-55.
  • Kahn E, Coullin P, Frouin F, Todd-Pokropek A, Bernheim A. 2002. Improved confocal characterization of targets in nuclei of cytogenetic preparations. Anal. Quant. Cytol. Histol. 24(3): 178-84.
  • Kahn E, Lizard G, Monier S, Bessede G, Frouin F, Gambert P, Todd-Pokropek A. 2002. Flow cytometry and factor analysis evaluation of confocal image sequences of morphologic and functional changes occurring at the mitochondrial level during 7-ketocholesterol-induced cell death. Anal. Quant. Cytol. Histol. 24(6): 355-62.
  • Kahn E, Tessier C, Lizard G, Petiet A, Bernengo JC, Coulaud D, Fourre C, Frouin F, Clement O, Jourdain JR, Delain E, Guiraud-Vitaux F, Colas-Linhart N, Siauve N, Cuenod CA, Frija G, Todd-Pokropek A. 2003. Analysis of the distribution of MRI contrast agents in the livers of small animals by means of complementary microscopies. Cytometry. 51A(2):97-106.
  • Kahn E, Receveur A, Coullin P, Frouin F, Blanco-Soulas C, Todd-Pokropek A, Bernheim A. 2004. Multiple Excitation Confocal Analysis of Targets in Nuclei of Cytogenetic Preparations. Anal. Quant. Cytol. Histol. 26(1): 1-6.
  • Kahn E, Vejux A, Lizard G, Bessede G, Frouin F, Prunet C, Bernengo JC, Brau F, Todd-Pokropek A, Gambert P. 2004. Analysis of the fluorescence of monodansylcadaverine-positive cytoplasmic structures during 7-ketocholesterol-induced cell death. Anal. Quant. Cytol. Histol. 26(1): 47-56.

Cette liste ne prétend pas exhaustive. Contactez nous pour suggérer d'autres références.
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