Class information for:
Level 1: IEEE TRANSACTIONS ON MEDICAL IMAGING//MODEL OBSERVER//IMAGE RECONSTRUCTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4259 1818 26.8 63%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
6 4 GASTROENTEROLOGY & HEPATOLOGY//ONCOLOGY//SURGERY 1371034
260 3       NUCL MED//RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING//JOURNAL OF NUCLEAR MEDICINE 44690
1166 2             IEEE TRANSACTIONS ON NUCLEAR SCIENCE//SILICON PHOTOMULTIPLIER//PHYSICS IN MEDICINE AND BIOLOGY 9394
4259 1                   IEEE TRANSACTIONS ON MEDICAL IMAGING//MODEL OBSERVER//IMAGE RECONSTRUCTION 1818

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON MEDICAL IMAGING journal 290235 14% 7% 256
2 MODEL OBSERVER authKW 272047 1% 60% 27
3 IMAGE RECONSTRUCTION authKW 237098 10% 8% 186
4 ANATOMICAL PRIORS authKW 214962 1% 80% 16
5 EMISSION TOMOGRAPHY authKW 200111 2% 28% 42
6 PARTIAL VOLUME CORRECTION authKW 165413 1% 36% 27
7 ORDERED SUBSETS authKW 156738 1% 67% 14
8 BAYESIAN RECONSTRUCTION authKW 153535 1% 57% 16
9 PHYSICS IN MEDICINE AND BIOLOGY journal 118557 15% 3% 277
10 OSEM authKW 109708 1% 47% 14

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Radiology, Nuclear Medicine & Medical Imaging 32643 52% 0% 938
2 Engineering, Biomedical 32349 33% 0% 609
3 Imaging Science & Photographic Technology 23511 16% 0% 294
4 Nuclear Science & Technology 8347 20% 0% 369
5 Engineering, Electrical & Electronic 7162 38% 0% 682
6 Computer Science, Interdisciplinary Applications 6399 16% 0% 298
7 Optics 584 9% 0% 160
8 Neuroimaging 163 1% 0% 24
9 Computer Science, Theory & Methods 158 3% 0% 59
10 Computer Science, Artificial Intelligence 147 3% 0% 54

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 NUCL MED FUNCT IMAGING 43303 0% 37% 7
2 MEDISIP 33767 1% 15% 13
3 IETR IMAGE 33589 0% 100% 2
4 MOL MED PHARMACOL NUCL MED BIOPHYS 33589 0% 100% 2
5 MRI NM 33589 0% 100% 2
6 FUNCT IMAGING 26678 1% 7% 24
7 EA 4094 25189 0% 50% 3
8 FUNCTIONAL IMAGING 25189 0% 50% 3
9 VIS IMAGE UNDERSTANDING 24423 0% 36% 4
10 OLSO UNIV HOSP 22391 0% 67% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON MEDICAL IMAGING 290235 14% 7% 256
2 PHYSICS IN MEDICINE AND BIOLOGY 118557 15% 3% 277
3 IEEE TRANSACTIONS ON NUCLEAR SCIENCE 108250 18% 2% 327
4 MEDICAL PHYSICS 19249 6% 1% 114
5 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 8760 2% 2% 30
6 JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION 8295 4% 1% 70
7 INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 7096 1% 2% 19
8 JOURNAL OF NUCLEAR MEDICINE 6904 4% 1% 65
9 ANNALS OF NUCLEAR MEDICINE 4221 1% 1% 22
10 IEEE TRANSACTIONS ON IMAGE PROCESSING 3277 2% 1% 33

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 MODEL OBSERVER 272047 1% 60% 27 Search MODEL+OBSERVER Search MODEL+OBSERVER
2 IMAGE RECONSTRUCTION 237098 10% 8% 186 Search IMAGE+RECONSTRUCTION Search IMAGE+RECONSTRUCTION
3 ANATOMICAL PRIORS 214962 1% 80% 16 Search ANATOMICAL+PRIORS Search ANATOMICAL+PRIORS
4 EMISSION TOMOGRAPHY 200111 2% 28% 42 Search EMISSION+TOMOGRAPHY Search EMISSION+TOMOGRAPHY
5 PARTIAL VOLUME CORRECTION 165413 1% 36% 27 Search PARTIAL+VOLUME+CORRECTION Search PARTIAL+VOLUME+CORRECTION
6 ORDERED SUBSETS 156738 1% 67% 14 Search ORDERED+SUBSETS Search ORDERED+SUBSETS
7 BAYESIAN RECONSTRUCTION 153535 1% 57% 16 Search BAYESIAN+RECONSTRUCTION Search BAYESIAN+RECONSTRUCTION
8 OSEM 109708 1% 47% 14 Search OSEM Search OSEM
9 LIST MODE 100742 1% 33% 18 Search LIST+MODE Search LIST+MODE
10 PET RECONSTRUCTION 98782 1% 59% 10 Search PET+RECONSTRUCTION Search PET+RECONSTRUCTION

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 IRIARTE, A , MARABINI, R , MATEJ, S , SORZANO, COS , LEWITT, RM , (2016) SYSTEM MODELS FOR PET STATISTICAL ITERATIVE RECONSTRUCTION: A REVIEW.COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. VOL. 48. ISSUE . P. 30 -48 117 68% 0
2 QI, JY , LEAHY, RM , (2006) ITERATIVE RECONSTRUCTION TECHNIQUES IN EMISSION COMPUTED TOMOGRAPHY.PHYSICS IN MEDICINE AND BIOLOGY. VOL. 51. ISSUE 15. P. R541 -R578 90 73% 117
3 READER, AJ , VERHAEGHE, J , (2014) 4D IMAGE RECONSTRUCTION FOR EMISSION TOMOGRAPHY.PHYSICS IN MEDICINE AND BIOLOGY. VOL. 59. ISSUE 22. P. R371 -R418 75 74% 6
4 RAHMIM, A , QI, JY , SOSSI, V , (2013) RESOLUTION MODELING IN PET IMAGING: THEORY, PRACTICE, BENEFITS, AND PITFALLS.MEDICAL PHYSICS. VOL. 40. ISSUE 6. P. - 63 65% 54
5 DUTTA, J , AHN, S , LI, QZ , (2013) QUANTITATIVE STATISTICAL METHODS FOR IMAGE QUALITY ASSESSMENT.THERANOSTICS. VOL. 3. ISSUE 10. P. 741-756 54 89% 7
6 RAHMIM, A , TANG, J , (2013) NOISE PROPAGATION IN RESOLUTION MODELED PET IMAGING AND ITS IMPACT ON DETECTABILITY.PHYSICS IN MEDICINE AND BIOLOGY. VOL. 58. ISSUE 19. P. 6945 -6968 56 76% 7
7 LEAHY, RM , QI, JY , (2000) STATISTICAL APPROACHES IN QUANTITATIVE POSITRON EMISSION TOMOGRAPHY.STATISTICS AND COMPUTING. VOL. 10. ISSUE 2. P. 147 -165 65 74% 121
8 LEWITT, RM , MATEJ, S , (2003) OVERVIEW OF METHODS FOR IMAGE RECONSTRUCTION FROM PROJECTIONS IN EMISSION COMPUTED TOMOGRAPHY.PROCEEDINGS OF THE IEEE. VOL. 91. ISSUE 10. P. 1588 -1611 77 53% 87
9 BAI, B , LI, QZ , LEAHY, RM , (2013) MAGNETIC RESONANCE-GUIDED POSITRON EMISSION TOMOGRAPHY IMAGE RECONSTRUCTION.SEMINARS IN NUCLEAR MEDICINE. VOL. 43. ISSUE 1. P. 30 -44 43 68% 21
10 YANG, L , ZHOU, J , FERRERO, A , BADAWI, RD , QI, JY , (2014) REGULARIZATION DESIGN IN PENALIZED MAXIMUM-LIKELIHOOD IMAGE RECONSTRUCTION FOR LESION DETECTION IN 3D PET.PHYSICS IN MEDICINE AND BIOLOGY. VOL. 59. ISSUE 2. P. 403 -419 29 91% 5

Classes with closest relation at Level 1


Rank Class id link
1 4775 SCATTER CORRECTION//ATTENUATION CORRECTION//SPECT
2 811 SILICON PHOTOMULTIPLIER//SIPM//DEPTH OF INTERACTION
3 12796 INPUT FUNCTION//IMAGE DERIVED INPUT FUNCTION//O 15WATER
4 8823 ATTENUATION CORRECTION//PET MRI//PET MR
5 4323 VT WFU BIOMED ENGN SCI//JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY//CONE BEAM
6 11287 SECT RADIAT DETECT MED IMAGING//PINHOLE SPECT//PINHOLE
7 23726 TRACK AUTORADIOGRAPHY//BETA GAMMA EMITTERS//BETA IMAGING
8 6532 BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING
9 12715 DIGITAL BREAST TOMOSYNTHESIS//TOMOSYNTHESIS//BREAST TOMOSYNTHESIS
10 18682 CONVEX FEASIBILITY PROBLEM//ALTERNATING PROJECTIONS//CONVEX FEASIBILITY

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