Class information for:
Level 1: RADIOMICS//TEXTURE ANALYSIS//RADIOGENOMICS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
20773 446 36.7 79%


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
2221 2             DCE MRI//DIFFUSION WEIGHTED IMAGING//INTRAVOXEL INCOHERENT MOTION 4811
20773 1                   RADIOMICS//TEXTURE ANALYSIS//RADIOGENOMICS 446

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 RADIOMICS authKW 857265 5% 52% 24
2 TEXTURE ANALYSIS authKW 485203 21% 7% 95
3 RADIOGENOMICS authKW 269061 3% 30% 13
4 RADIOLDANA FARBER CANC address 154042 1% 75% 3
5 UMR 1101 address 152127 2% 22% 10
6 CT TEXTURE ANALYSIS authKW 136928 0% 100% 2
7 QUANTITATIVE IMAGE FEATURES authKW 136928 0% 100% 2
8 RADIOL PATHOL PROGRAM address 136928 0% 100% 2
9 DACTIM address 136924 1% 50% 4
10 TEXTURAL FEATURES authKW 129701 3% 16% 12

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 15233 71% 0% 315
2 Oncology 895 24% 0% 109
3 Neuroimaging 346 4% 0% 16
4 Engineering, Biomedical 295 7% 0% 31
5 Mathematical & Computational Biology 90 3% 0% 13
6 Computer Science, Interdisciplinary Applications 81 4% 0% 19
7 Computer Science, Artificial Intelligence 77 4% 0% 18
8 Medical Informatics 60 2% 0% 7
9 Imaging Science & Photographic Technology 19 1% 0% 5
10 Clinical Neurology 13 4% 0% 18

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 RADIOLDANA FARBER CANC 154042 1% 75% 3
2 UMR 1101 152127 2% 22% 10
3 RADIOL PATHOL PROGRAM 136928 0% 100% 2
4 DACTIM 136924 1% 50% 4
5 LATIM 115656 3% 12% 14
6 TRANSLAT MED SYST 109538 1% 40% 4
7 CANC IMAGING METAB 96411 2% 14% 10
8 UMR 7004 ULP CNRS 91284 0% 67% 2
9 RADIAT ONCOL MAASTRO 89166 4% 7% 20
10 LRMBM 84258 1% 31% 4

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 TRANSLATIONAL CANCER RESEARCH 9971 2% 2% 7
2 TRANSLATIONAL ONCOLOGY 7980 2% 1% 8
3 MAGNETIC RESONANCE IMAGING 7843 5% 1% 23
4 CANCER IMAGING 7216 1% 2% 6
5 EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 3600 3% 0% 13
6 RADIOLOGY 2588 6% 0% 27
7 RADIOTHERAPY AND ONCOLOGY 2572 3% 0% 15
8 JOURNAL OF NUCLEAR MEDICINE 1927 4% 0% 17
9 ACADEMIC RADIOLOGY 1757 2% 0% 10
10 EUROPEAN RADIOLOGY 1249 3% 0% 12

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 RADIOMICS 857265 5% 52% 24 Search RADIOMICS Search RADIOMICS
2 TEXTURE ANALYSIS 485203 21% 7% 95 Search TEXTURE+ANALYSIS Search TEXTURE+ANALYSIS
3 RADIOGENOMICS 269061 3% 30% 13 Search RADIOGENOMICS Search RADIOGENOMICS
4 CT TEXTURE ANALYSIS 136928 0% 100% 2 Search CT+TEXTURE+ANALYSIS Search CT+TEXTURE+ANALYSIS
5 QUANTITATIVE IMAGE FEATURES 136928 0% 100% 2 Search QUANTITATIVE+IMAGE+FEATURES Search QUANTITATIVE+IMAGE+FEATURES
6 TEXTURAL FEATURES 129701 3% 16% 12 Search TEXTURAL+FEATURES Search TEXTURAL+FEATURES
7 CT TEXTURE 91284 0% 67% 2 Search CT+TEXTURE Search CT+TEXTURE
8 METABOLICALLY ACTIVE TUMOR VOLUME 91284 0% 67% 2 Search METABOLICALLY+ACTIVE+TUMOR+VOLUME Search METABOLICALLY+ACTIVE+TUMOR+VOLUME
9 HUMAN SARCOMA 88022 1% 43% 3 Search HUMAN+SARCOMA Search HUMAN+SARCOMA
10 18F FDG PET IMAGE 68464 0% 100% 1 Search 18F+FDG+PET+IMAGE Search 18F+FDG+PET+IMAGE

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 HATT, M , TIXIER, F , PIERCE, L , KINAHAN, PE , LE REST, CC , VISVIKIS, D , (2017) CHARACTERIZATION OF PET/CT IMAGES USING TEXTURE ANALYSIS: THE PAST, THE PRESENTA... ANY FUTURE?.EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. VOL. 44. ISSUE 1. P. 151 -165 70 78% 1
2 YIP, SSF , AERTS, HJWL , (2016) APPLICATIONS AND LIMITATIONS OF RADIOMICS.PHYSICS IN MEDICINE AND BIOLOGY. VOL. 61. ISSUE 13. P. R150 -R166 60 56% 3
3 COURT, LE , FAVE, X , MACKIN, D , LEE, J , YANG, JZ , ZHANG, LF , (2016) COMPUTATIONAL RESOURCES FOR RADIOMICS.TRANSLATIONAL CANCER RESEARCH. VOL. 5. ISSUE 4. P. 340 -348 40 66% 0
4 HATT, M , TIXIER, F , LE REST, CC , VISVIKIS, D , (2015) NOVEL IMAGE DERIVED PARAMETERS IN PET/CT: MYTHS AND REALITY.MEDECINE NUCLEAIRE-IMAGERIE FONCTIONNELLE ET METABOLIQUE. VOL. 39. ISSUE 3. P. 331 -338 33 67% 1
5 BASHIR, U , SIDDIQUE, MM , MCLEAN, E , GOH, V , COOK, GJ , (2016) IMAGING HETEROGENEITY IN LUNG CANCER: TECHNIQUES, APPLICATIONS, AND CHALLENGES.AMERICAN JOURNAL OF ROENTGENOLOGY. VOL. 207. ISSUE 3. P. 534 -543 40 48% 0
6 WONG, AJ , KANWAR, A , MOHAMED, AS , FULLER, CD , (2016) RADIOMICS IN HEAD AND NECK CANCER: FROM EXPLORATION TO APPLICATION.TRANSLATIONAL CANCER RESEARCH. VOL. 5. ISSUE 4. P. 371 -+ 29 66% 0
7 LU, LJ , LV, WB , JIANG, J , MA, JH , FENG, QJ , RAHMIM, A , CHEN, WF , (2016) ROBUSTNESS OF RADIOMIC FEATURES IN [C-11]CHOLINE AND [F-18]FDG PET/CT IMAGING OF NASOPHARYNGEAL CARCINOMA: IMPACT OF SEGMENTATION AND DISCRETIZATION.MOLECULAR IMAGING AND BIOLOGY. VOL. 18. ISSUE 6. P. 935 -945 29 66% 0
8 LEIJENAAR, RTH , NALBANTOV, G , CARVALHO, S , VAN ELMPT, WJC , TROOST, EGC , BOELLAARD, R , AERTS, HJWL , GILLIES, RJ , LAMBIN, P , (2015) THE EFFECT OF SUV DISCRETIZATION IN QUANTITATIVE FDG-PET RADIOMICS: THE NEED FOR STANDARDIZED METHODOLOGY IN TUMOR TEXTURE ANALYSIS.SCIENTIFIC REPORTS. VOL. 5. ISSUE . P. - 24 65% 14
9 SCRIVENER, M , DE JONG, EEC , VAN TIMMEREN, JE , PIETERS, T , GHAYE, B , GEETS, X , (2016) RADIOMICS APPLIED TO LUNG CANCER: A REVIEW.TRANSLATIONAL CANCER RESEARCH. VOL. 5. ISSUE 4. P. 398 -409 29 63% 0
10 CHALKIDOU, A , O'DOHERTY, MJ , MARSDEN, PK , (2015) FALSE DISCOVERY RATES IN PET AND CT STUDIES WITH TEXTURE FEATURES: A SYSTEMATIC REVIEW.PLOS ONE. VOL. 10. ISSUE 5. P. - 30 52% 11

Classes with closest relation at Level 1


Rank Class id link
1 2135 SUV//STANDARDIZED UPTAKE VALUE//PET CT
2 18991 RECIST//RECIST 11//TARGET LESION
3 13937 PERFUSION CT//CT PERFUSION//PAUL STRICKLAND SCANNER
4 3078 PSEUDOPROGRESSION//MAGNETIC RESONANCE SPECTROSCOPY//PERFUSION MRI
5 4774 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//TEXTURE ANALYSIS
6 8227 DCE MRI//DYNAMIC CONTRAST ENHANCED MRI//PHARMACEUT MOL IMAGING
7 11269 PLANNED NECK DISSECTION//NECK DISSECTION//HEAD AND NECK CANCER
8 2026 LUNG CANCER SCREENING//LUNG NODULE//PULMONARY NODULE
9 16717 POSITRON EMISSION MAMMOGRAPHY//PET CT//PRIMARY STAGING
10 3176 BRONCHIOLOALVEOLAR CARCINOMA//GROUND GLASS OPACITY//SEGMENTECTOMY

Go to start page