A review of the automated detection of change in serial imaging studies of the brain

Journal of Digital Imaging

Volumn 17, Issue 3, 2004, Pages 158-174

  Patriarche, Julia ^a   Erickson, Bradley ^a  

^a MAYO CLINIC   (United States)

Author keywords

Brain tumor; Change detection; Magnetic resonance; Multiple sclerosis

Indexed keywords

DATA REDUCTION; DISEASES; IMAGING TECHNIQUES; MAGNETIC RESONANCE IMAGING; TUMORS;

AUTOMATED PROCESSES; MULTIPLE SCLEROSIS; SERIAL IMAGING;

BRAIN;

ALZHEIMER DISEASE; ANATOMY; ANISOTROPY; AUTOANALYSIS; AUTOMATION; BRAIN CORTEX; BRAIN RADIOGRAPHY; BRAIN TUMOR; DIAGNOSTIC ACCURACY; DISEASE CLASSIFICATION; DISEASE COURSE; GLIOBLASTOMA; HUMAN; MATHEMATICAL COMPUTING; MEDICAL ERROR; MEDICAL INFORMATION; MEDICAL LITERATURE; MEDICAL TECHNOLOGY; MULTIPLE SCLEROSIS; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; PROGNOSIS; QUANTITATIVE ANALYSIS; REGISTRATION; REVIEW; SENSITIVITY AND SPECIFICITY; SKULL; VOLUMETRY; WORLD HEALTH ORGANIZATION;

AUTOMATIC DATA PROCESSING; BRAIN NEOPLASMS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MULTIPLE SCLEROSIS; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; TOMOGRAPHY, X-RAY COMPUTED;

EID: 15044355781     PISSN: 08971889     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10278-004-1010-x     Document Type: Review

References (53)

1. PA Filipek DN Kennedy VS Caviness 1991 Volumetric analyses of central nervous system neoplasm based on MRI Pediatr Neurol 7 347 351
2. JV Hajnal N Saeed A Oatridge 1995 Detection of subtle brain changes using subvoxel registration and subtraction of serial MR images J Comput Assist Tomogr 19 677 691
3. JV Hajnal N Saeed EJ Soar 1995 A registration and interpolation procedure for subvoxel matching of serially acquired MR images J Comput Assist Tomogr 19 289 296
4. PA Freeborough RP Woods NC Fox 1996 Accurate registration of serial 3D MR brain images and its application to visualizing change in neurodegenerative disorders J Comput Assist Tomogr 20 1012 1022
5. H Rusinek MJ de Leon AE George 1991 Alzheimer disease: measuring loss of cerebral gray matter with MR imaging Radiology 178 109 114
6. M Bosc F Heitz JP Armspach 2003 Automatic change detection in multimodal serial MRI: application to multiple sclerosis lesion evolution Neuroimage 20 643 656
7. Ettinger GJ, Grimson WE, Lozano-Perez T, et al.: Automatic registration for multiple sclerosis change detection. IEEE Workshop on Biomedical Image Analysis, Seattle, WA, 1994
8. AB Miller B Hoogstraten M Staquet 1981 Reporting results of cancer treatment Cancer 47 207 214
9. S Green G Weiss 1992 Southwest oncology group standard response criteria, endpoint definitions and toxicity criteria Invest New Drugs 10 239 253
10. AR Padhani L Ollivier 2001 The RECIST (Response Evaluation Criteria in Solid Tumors) criteria: implications for diagnostic radiologists Br J Radiol 74 983 986
11. EA Gehan MC Tefft 2000 Will there be resistance to the RECIST (Response Evaluation Criteria in Solid Tumors)? J Natl Cancer Inst 92 179 181
12. P Therasse SG Arbuck EA Eisenhauer 2000 New guidelines to evaluate the response to treatment in solid tumors J Natl Cancer Inst 92 205 216
13. Y Tsuchida P Therasse 2001 Response evaluation criteria in solid tumors (RECIST): new guidelines Med Pediatr Oncol 37 1 3
14. AR Padhani JE Husband 2000 Are current tumour response criteria relevant for the 21st century? Br J Radiol 73 1031 1033
15. P Thiesse L Ollivier D Di Stefano-Louineau 1997 Response rate accuracy in oncology trials: reasons for interobserver variability J Clin Oncol 15 3507 3514
16. LP Clarke RP Velthuizen M Clark 1998 MRI measurement of brain tumor response: comparison of visual metric and automatic segmentation Magn Reson Imaging 16 271 279
17. KL Chow YP Gobin T Cloughesy 2000 Prognostic factors in recurrent glioblastoma multiforme and anaplastic astrocytoma treated with selective intra-arterial chemotherapy Am J Neuroradiol 21 471 478
18. HL Weiner CR Guttmann SJ Khoury 2000 Serial magnetic resonance imaging in multiple sclerosis: correlation with attacks, disability, and disease stage J Neuroimmunol 104 164 173
19. CR Jack RC Petersen Y Xu 1998 Rate of medial temporal lobe atrophy in typical aging and Alzheimer's disease Neurology 51 993 999
20. G Eaves 1973 The invasive growth of malignant tumours as a purely mechanical process J Pathol 109 233 237
21. A Kowalczuk RL Macdonald C Amidei 1997 Quantitative imaging study of extent of surgical resection and prognosis of malignant astrocytomas Neurosurgery 41 1028 1036
22. MA Hammoud R Sawaya W Shi 1996 Prognostic significance of preoperative MRI scans in glioblastoma multiforme J Neurooncol 27 65 73
23. PJ Kelly C Daumas-Duport DB Kispert 1987 Imaging-based stereotaxic serial biopsies in untreated intracranial glial neoplams J Neurosurg 66 865 874
24. PJ Kelly C Daumas-Duport BW Scheithauer 1987 Stereotactic histologic correlations of computed tomography- and magnetic resonance imaging-defmed abnormalities in patients with glial neoplasms Mayo Clin Proc 62 450 459
25. PC Burger ER Heinz T Shibata 1988 Topographic anatomy and CT correlations in the untreated glioblastoma multiforme J Neurosurg 68 698 704
26. PC Johnson BP Drayer D Rigamonti 1987 Defining the extent of infiltrating glioblastoma multiforme (GBM): A comparison of postmortem magnetic resonance imaging (MRI) with histopathology J Neuropathol Exp Neurol 46 389
27. M Tovi M Hartman A Lilja 1994 MR imaging in cerebral gliomas. Tissue component analysis in correlation with histopathology of whole-brain specimens Acta Radiol 35 495 505
28. M Tovi 1993 MR imaging in cerebral gliomas analysis of tumour tissue components Acta Radiol Suppl 384 1 24
29. SM Haney PM Thompson TF Cloughesy 2001 Mapping therapeutic response in a patient with malignant glioma J Comput Assist Tomogr 25 529 536
30. SM Haney PM Thompson TF Cloughesy 2001 Tracking tumor growth rates in patients with malignant gliomas: a test of two algorithms Am J Neuroradiol 22 73 82
31. D Rey G Subsol H Delingette 2002 Automatic detection and segmentation of evolving processes in 3D medical images: Application to multiple sclerosis Med Image Anal 6 163 179
32. PM Thompson JN Giedd RP Woods 2000 Growth patterns in the developing brain detected by using continuum mechanical tensor maps Nature 404 190 193
33. PA Freeborough NC Fox 1998 Modeling brain deformations in Alzheimer disease by fluid registration of serial 3D MR images J Comput Assist Tomogr 22 838 843
34. SK Kyriacou C Davatzikos SJ Zinreich 1999 Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model IEEE Trans Med Imaging 18 580 592
35. JP Thirion G Calmon 1999 Deformation analysis to detect and quantify active lesions in three-dimensional medical image sequences IEEE Trans Med Imaging 18 429 441
36. J Thirion 1999 Elastic matching: continuum mechanical and probabalistic analysis A Toga Brain Warping Academic Press San Diego, CA 183 197
37. G Gerig D Welti CRG Guttmann 1998 Exploring the Discrimination Power of the Time Domain for Segmentation and Characterization of Lesions in Serial MR Data MICCAI Boston
38. DS Meier CR Guttmann 2003 Time-series analysis of MRI intensity patterns in multiple sclerosis Neuroimage 20 1193 1209
39. R Kikinis CR Guttmann D Metcalf 1999 Quantitative follow-up of patients with multiple sclerosis using MRI: technical aspects J Magn Reson Imaging 9 519 530
40. CR Guttmann R Kikinis MC Anderson 1999 Quantitative follow-up of patients with multiple sclerosis using MRI: reproducibility J Magn Reson Imaging 9 509 518
41. ML Gawne-Cain S Webb P Tofts 1996 Lesion volume measurement in multiple sclerosis: how important is accurate repositioning? J Magn Reson Imaging 6 705 713
42. MN Pilipuf JC Goble NF Kassell 1995 A noninvasive thermoplastic head immobilization system Technical note. J Neurosurg 82 1082 1085
43. V Bettinardi R Scardaoni MC Gilardi 1991 Head holder for PET, CT, and MR studies J Comput Assist Tomogr 15 886 892
44. S Carini E Calcagno P Tortori-Donati 1992 A new model for non-invasive, reproducible fixation of a stereotaxic frame using an orthodontic resin plate Acta Neurochir 118 159 161
45. L Laitinen 1987 Noninvasive multipurpose stereoadapter Neurol Res 9 137 141
46. V Edward C Windischberger R Cunnington 2000 Quantification of fMRI artifact reduction by a novel plaster cast head holder Hum Brain Mapp 11 207 213
47. S Strother J Perlmutter 1987 Headholders for functional brain imaging J Cereb Blood Flow Metab 7 S16 S18
48. K Oshio LP Panych CR Guttmann 1996 A simple noninvasive stereotactic device for routine MR head examinations J Comput Assist Tomogr 20 588 591
49. SC Strother JR Anderson XL Xu 1994 Quantitative comparisons of image registration techniques based on high-resolution MRI of the brain J Comput Assist Tomogr 18 954 962
50. R Kikinis ME Shenton G Gerig 1992 Routine quantitative analysis of brain and cerebrospinal fluid spaces with MR imaging J Magn Reson Imaging 2 619 629
51. L Lemieux UC Wieshmann NF Moran 1998 The detection and significance of subtle changes in mixed-signal brain lesions by serial MRI scan matching and spatial normalization Med Image Anal 2 227 242
52. O Friman M Borga P Lundberg 2002 Detection of neural activity in fMRI using maximum correlation modeling Neuroimage 15 386 395
53. YZ Hsu HH Nagel G Rekers 1984 New likelihood test methods for change detection in image sequences Comput Vision Graphics Image Process 26 73 106