Class information for:
Level 1: VESSEL SEGMENTATION//RETINAL IMAGE//FUNDUS IMAGE

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
6813 1441 31.7 61%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
765 2             IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION 12312
6813 1                   VESSEL SEGMENTATION//RETINAL IMAGE//FUNDUS IMAGE 1441

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 VESSEL SEGMENTATION authKW 1122762 5% 70% 76
2 RETINAL IMAGE authKW 1083323 6% 61% 84
3 FUNDUS IMAGE authKW 1027478 4% 85% 57
4 RETINAL IMAGE ANALYSIS authKW 488957 2% 77% 30
5 RETINAL VESSEL SEGMENTATION authKW 381397 1% 100% 18
6 VESSEL DETECTION authKW 361563 2% 74% 23
7 BLOOD VESSEL SEGMENTATION authKW 353622 2% 76% 22
8 RETINAL FUNDUS IMAGES authKW 280435 1% 88% 15
9 OPTIC DISC SEGMENTATION authKW 211887 1% 100% 10
10 RETINAL IMAGE REGISTRATION authKW 197215 1% 85% 11

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 Engineering, Biomedical 38563 41% 0% 590
2 Computer Science, Interdisciplinary Applications 16668 29% 0% 420
3 Imaging Science & Photographic Technology 15239 15% 0% 211
4 Radiology, Nuclear Medicine & Medical Imaging 12503 36% 0% 523
5 Medical Informatics 11193 11% 0% 158
6 Computer Science, Artificial Intelligence 8645 21% 0% 296
7 Mathematical & Computational Biology 4137 10% 0% 145
8 Computer Science, Theory & Methods 2795 13% 0% 182
9 Engineering, Electrical & Electronic 1873 23% 0% 329
10 Ophthalmology 768 7% 0% 98

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 VAMPIRE PROJECT 95346 0% 75% 6
2 GRP IMAGINE 94381 0% 64% 7
3 LO KWEE SEONG MED IMAGE ANAL 91552 1% 39% 11
4 COMP AIDED DIAG DISPLAY 63566 0% 100% 3
5 LA RABIDA HIGH TECH ENGN 63566 0% 100% 3
6 ELECT COMP SCI AUTOMAT ENGN 50846 0% 40% 6
7 HAMAMATSU TORYKITA KU 42377 0% 100% 2
8 IMED OCULAR IMAGING PROGRAMME 42377 0% 100% 2
9 LA RABIDA POLYTECH 42377 0% 100% 2
10 NUH EYE SURG 42377 0% 100% 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 97261 9% 3% 132
2 MEDICAL IMAGE ANALYSIS 89223 5% 6% 69
3 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 45882 4% 4% 61
4 JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 39149 3% 5% 41
5 COMPUTERS IN BIOLOGY AND MEDICINE 14015 3% 2% 44
6 IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE 13669 2% 2% 26
7 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 12674 3% 1% 45
8 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 7225 2% 2% 22
9 JOURNAL OF MEDICAL SYSTEMS 7217 2% 1% 24
10 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 6215 3% 1% 48

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 VESSEL SEGMENTATION 1122762 5% 70% 76 Search VESSEL+SEGMENTATION Search VESSEL+SEGMENTATION
2 RETINAL IMAGE 1083323 6% 61% 84 Search RETINAL+IMAGE Search RETINAL+IMAGE
3 FUNDUS IMAGE 1027478 4% 85% 57 Search FUNDUS+IMAGE Search FUNDUS+IMAGE
4 RETINAL IMAGE ANALYSIS 488957 2% 77% 30 Search RETINAL+IMAGE+ANALYSIS Search RETINAL+IMAGE+ANALYSIS
5 RETINAL VESSEL SEGMENTATION 381397 1% 100% 18 Search RETINAL+VESSEL+SEGMENTATION Search RETINAL+VESSEL+SEGMENTATION
6 VESSEL DETECTION 361563 2% 74% 23 Search VESSEL+DETECTION Search VESSEL+DETECTION
7 BLOOD VESSEL SEGMENTATION 353622 2% 76% 22 Search BLOOD+VESSEL+SEGMENTATION Search BLOOD+VESSEL+SEGMENTATION
8 RETINAL FUNDUS IMAGES 280435 1% 88% 15 Search RETINAL+FUNDUS+IMAGES Search RETINAL+FUNDUS+IMAGES
9 OPTIC DISC SEGMENTATION 211887 1% 100% 10 Search OPTIC+DISC+SEGMENTATION Search OPTIC+DISC+SEGMENTATION
10 RETINAL IMAGE REGISTRATION 197215 1% 85% 11 Search RETINAL+IMAGE+REGISTRATION Search RETINAL+IMAGE+REGISTRATION

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 MOOKIAH, MRK , ACHARYA, UR , CHUA, CK , LIM, CM , NG, EYK , LAUDE, A , (2013) COMPUTER-AIDED DIAGNOSIS OF DIABETIC RETINOPATHY: A REVIEW.COMPUTERS IN BIOLOGY AND MEDICINE. VOL. 43. ISSUE 12. P. 2136 -2155 91 78% 33
2 FRAZ, MM , REMAGNINO, P , HOPPE, A , UYYANONVARA, B , RUDNICKA, AR , OWEN, CG , BARMAN, SA , (2012) BLOOD VESSEL SEGMENTATION METHODOLOGIES IN RETINAL IMAGES - A SURVEY.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. VOL. 108. ISSUE 1. P. 407 -433 66 77% 163
3 QURESHI, I , SHARIF, M , YASMIN, M , RAZA, M , JAVED, MY , (2016) COMPUTER AIDED SYSTEMS FOR DIABETIC RETINOPATHY DETECTION USING DIGITAL FUNDUS IMAGES: A SURVEY.CURRENT MEDICAL IMAGING REVIEWS. VOL. 12. ISSUE 4. P. 234 -241 66 93% 0
4 WINDER, RJ , MORROW, PJ , MCRITCHIE, IN , BAILIE, JR , HART, PM , (2009) ALGORITHMS FOR DIGITAL IMAGE PROCESSING IN DIABETIC RETINOPATHY.COMPUTERIZED MEDICAL IMAGING AND GRAPHICS. VOL. 33. ISSUE 8. P. 608 -622 63 83% 69
5 FRAZ, MM , BARMAN, SA , REMAGNINO, P , HOPPE, A , BASIT, A , UYYANONVARA, B , RUDNICKA, AR , OWEN, CG , (2012) AN APPROACH TO LOCALIZE THE RETINAL BLOOD VESSELS USING BIT PLANES AND CENTERLINE DETECTION.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. VOL. 108. ISSUE 2. P. 600 -616 50 86% 48
6 MARIN, D , BRAVO, JM , GEGUNDEZ-ARIAS, ME , AQUINO, A , (2011) A NEW SUPERVISED METHOD FOR BLOOD VESSEL SEGMENTATION IN RETINAL IMAGES BY USING GRAY-LEVEL AND MOMENT INVARIANTS-BASED FEATURES.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 30. ISSUE 1. P. 146 -158 35 88% 157
7 VALVERDE, C , GARCIA, M , HORNERO, R , LOPEZ-GALVEZ, MI , (2016) AUTOMATED DETECTION OF DIABETIC RETINOPATHY IN RETINAL IMAGES.INDIAN JOURNAL OF OPHTHALMOLOGY. VOL. 64. ISSUE 1. P. 26 -32 46 87% 0
8 LAZAR, I , HAJDU, A , (2015) SEGMENTATION OF RETINAL VESSELS BY MEANS OF DIRECTIONAL RESPONSE VECTOR SIMILARITY AND REGION GROWING.COMPUTERS IN BIOLOGY AND MEDICINE. VOL. 66. ISSUE . P. 209 -221 37 93% 3
9 GANJEE, R , AZMI, R , GHOLIZADEH, B , (2014) AN IMPROVED RETINAL VESSEL SEGMENTATION METHOD BASED ON HIGH LEVEL FEATURES FOR PATHOLOGICAL IMAGES.JOURNAL OF MEDICAL SYSTEMS. VOL. 38. ISSUE 9. P. - 37 97% 0
10 ABDULLAH, M , FRAZ, MM , BARMAN, SA , (2016) LOCALIZATION AND SEGMENTATION OF OPTIC DISC IN RETINAL IMAGES USING CIRCULAR HOUGH TRANSFORM AND GROW-CUT ALGORITHM.PEERJ. VOL. 4. ISSUE . P. - 35 97% 0

Classes with closest relation at Level 1


Rank Class id link
1 13535 2D 3D REGISTRATION//BIPLANE ANGIOGRAPHY//QUANTITATIVE CORONARY ARTERIOGRAPHY
2 11201 SING ORE EYE//EYE AUSTRALIA//RETINAL VASCULAR CALIBER
3 20080 NEURITE TRACING//CYBERNET VIS GRP//NEUROINFORMATICS
4 2194 DIABETIC RETINOPATHY//TELEOPHTHALMOLOGY//RETINOPATHY
5 2200 ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL
6 5845 DIGITAL TOPOLOGY//MEDIAL AXIS//SIMPLE POINT
7 24794 FUZZY CONNECTEDNESS//IMAGE FORESTING TRANSFORM//GRAPH SEARCH ALGORITHMS
8 12804 RETINAL THICKNESS//OPTICAL COHERENCE TOMOGRAPHY//RETINAL LAYER SEGMENTATION
9 21277 OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY//FOVEAL AVASCULAR ZONE//OCT ANGIOGRAPHY
10 19543 SCALE SPACE//STEERABLE FILTERS//MONOGENIC SIGNAL

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