Diagnosis of Parkinsonian disorders using a channelized Hotelling observer model: Proof of principle

Medical Physics

Volumn 34, Issue 10, 2007, Pages 3987-3995

  Bal, H ^a   Bal, G ^b   Acton, P D ^a  

^a THOMAS JEFFERSON UNIVERSITY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AMINES; COMPUTERIZED TOMOGRAPHY; POSITRON EMISSION TOMOGRAPHY;

CHANNELIZED HOTELLING OBSERVERS; DIAGNOSTIC ACCURACY; DOPAMINE TRANSPORTERS; GEOMETRIC RESPONSE FUNCTIONS; LAGUERRE-GAUSSIAN FUNCTIONS; NOISE REALIZATIONS; PATIENT MANAGEMENT; PROOF OF PRINCIPLES;

DIAGNOSIS;

[2 [[2 [[[3 (4 CHLOROPHENYL) 8 METHYL 8 AZABICYCLO[3.2.1]OCT 2 YL]METHYL](2 MERCAPTOETHYL)AMINO]ETHYL]AMINO]ETHANETHIOLATO]OXOTECHNETIUM TC 99M;

ARTICLE; COMPUTER SIMULATION; CONTRAST ENHANCEMENT; CORPUS STRIATUM; DECISION MAKING; DIAGNOSTIC ACCURACY; EARLY DIAGNOSIS; FISHER EXACT TEST; IMAGE RECONSTRUCTION; NORMAL DISTRIBUTION; PARKINSON DISEASE; PARKINSONISM; PATIENT ASSESSMENT; PHANTOM; POSITRON EMISSION TOMOGRAPHY; PRIORITY JOURNAL; SINGLE PHOTON EMISSION COMPUTER TOMOGRAPHY; STATISTICAL ANALYSIS;

PARKINSONIA;

EID: 34748841385     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.2776250     Document Type: Article

References (33)

1. M. J. Kaufman and B. K. Madras, " Severe depletion of cocaine recognition sites associated with the dopamine transporter in Parkinson's-diseased striatum., " Synapse 9, 43-49 (1991).
2. J. M. Fearnley and A. J. Lees, " Ageing and Parkinson's disease: Substantia nigra regional selectivity., " Brain 114, 2283-2301 (1991).
3. J. Booij, " Imaging of the dopaminergic neurotransmission system using single-photon emission tomography and positron emission tomography in patients with parkinsonism., " Eur. J. Nucl. Med. 26, 171-182 (1999).
4. P. D. Acton and P. D. Mozley, " Single photon emission tomography imaging in parkinsonian disorders: A review., " Behav Neurol 12, 11-27 (2000).
5. S. B. Dunnett and A. Bjorklund, " Prospects for new restorative and neuroprotective treatment in Parkinson's disease., " Nature (London) 399, A32-A39 (1999).
6. P. D. Acton, " Comparison of region-of-interest analysis and human observers in the diagnosis of Parkinson's disease using [99mTc]TRODAT-1 and SPECT., " Phys. Med. Biol. 51, 575-585 (2006).
7. P. D. Acton and A. Newberg, " Artificial neural network classifier for the diagnosis of Parkinson's disease using [(99m)Tc]TRODAT-1 and SPECT., " Phys. Med. Biol. 51, 3057-3066 (2006).
8. P. D. Acton, P. D. Mozley, and H. F. Kung, " Logistic discriminant parametric mapping: A novel method for the pixel-based differential diagnosis of Parkinson's disease., " Eur. J. Nucl. Med. 26, 1413-1423 (1999).
9. H. C. Gifford, " A comparison of human and model observers in multislice LROC studies., " IEEE Trans. Med. Imaging 24, 160-169 (2005).
10. H. H. Barrett, " Objective assessment of image quality: Effects of quantum noise and object variability., " J. Opt. Soc. Am. A 7, 1266-1278 (1990).
11. H. H. Barrett, " Model observers for the assessment of image quality., " Proc. Natl. Acad. Sci. U.S.A. 90, 9758-9765 (1993).
12. C. K. Abbey, H. H. Barrett, and M. P. Eckstein, " Practical issues and methodology in assessment of image quality using model observers., " Proc. SPIE 3032, 182-194 (1997).
13. H. C. Gifford, " Channelized hotelling and human observer correlation for lesion detection in hepatic SPECT imaging., " J. Nucl. Med. 41, 514-521 (2000).
14. B. D. Gallas and H. H. Barrett, " Validating the use of channels to estimate the ideal linear observer., " J. Opt. Soc. Am. A 20, 1725-1738 (2003).
15. T. H. Farncombe, " Assessment of scatter compensation strategies for (67)Ga SPECT using numerical observers and human LROC studies., " J. Nucl. Med. 45, 802-812 (2004).
16. X. He, " Comparison of 180 degrees and 360 degrees acquisition for myocardial perfusion SPECT with compensation for attenuation, detector response, and scatter: Monte Carlo and mathematical observer results., " J. Nucl. Cardiol. 13, 345-353 (2006).
17. M. P. Kung, " [99mTc]TRODAT-1: A novel technetium-99m complex as a dopamine transporter imaging agent., " Eur. J. Nucl. Med. 24, 372-380 (1997).
18. H. H. Barrett, " Stabilized estimates of Hotelling-observer detection performance in patient-structured noise., " Proc. SPIE 3340, 27-43 (1998).
19. S. A. Kushner, " Kinetic modeling of [99mTc]TRODAT-1: A dopamine transporter imaging agent., " J. Nucl. Med. 40, 150-158 (1999).
20. P. D. Mozley, " Biodistribution and dosimetry of TRODAT-1: A technetium-99m tropane for imaging dopamine transporters., " J. Nucl. Med. 39, 2069-2076 (1998).
21. P. D. Mozley, " Binding of [99mTc]TRODAT-1 to dopamine transporters in patients with Parkinson's disease and in healthy volunteers., " J. Nucl. Med. 41, 584-589 (2000).
22. E. C. Frey and B. M. W. Tsui, " A practical method for incorporating scatter in a projector-backprojector for accurate scatter compensation in SPECT., " IEEE Trans. Nucl. Sci. 40, 1107-1116 (1993).
23. D. Pareto, " Iterative reconstruction with correction of the spatially variant fan-beam collimator response in neurotransmission SPECT imaging., " Eur. J. Nucl. Med. Mol. Imaging 30, 1322-1329 (2003).
24. H. S. Khare, " Comparison of static and dynamic cardiac perfusion thallium-201 SPECT., " IEEE Trans. Nucl. Sci. 48, 774-779 (2001).
25. G. Bal, " Cardiac imaging using a four-segment slant-hole collimator., " IEEE Trans. Nucl. Sci. 53, 2619-2627 (2006).
26. C. M. Kao, P. L. Riviere, and X. Pan, Basics of Imaging Theory and Statistics (Elsevier Academic Press, Amsterdam, 2004).
27. C. E. Metz, " Basic principles of ROC analysis., " Semin Nucl. Med. 8, 283-298 (1978).
28. P. D. Acton and K. J. Friston, " Statistical parametric mapping in functional neuroimaging: Beyond PET and fMRI activation studies., " Eur. J. Nucl. Med. 25, 663-667 (1998).
29. A. Otte and U. Halsband, " Brain imaging tools in neurosciences., " J. Phys. (Paris) 99, 281-292 (2006).
30. K. J. Friston, " Statistical parametric maps in functional imaging: A general linear approach., " Hum. Brain Mapp 2, 189-210 (1995).
31. K. J. Van Laere, " Analysis of clinical brain SPECT data based on anatomic standardization and reference to normal data: An ROC-based comparison of visual, semiquantitative, and voxel-based methods., " J. Nucl. Med. 43, 458-469 (2002).
32. C. Lartizien, P. E. Kinahan, and C. Comtat, " Volumetric model and human observer comparisons of tumor detection for whole-body positron emission tomography., " Acad. Radiol. 11, 637-648 (2004).
33. P. D. Mozley, " Effects of age on dopamine transporters in healthy humans., " J. Nucl. Med. 40, 1812-1817 (1999).