Class information for:
Level 1: SURGICAL PROCESS MODEL//SURGICAL WORKFLOW//ICCAS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
30250 172 25.0 45%


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
14 4 ORTHOPEDICS//DENTISTRY, ORAL SURGERY & MEDICINE//SPORT SCIENCES 808941
571 3       ANATOMICAL SCIENCES EDUCATION//WIRELESS POWER TRANSFER//IMAGE GUIDED SURGERY 16585
1502 2             IMAGE GUIDED SURGERY//INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY//NEURONAVIGATION 7547
30250 1                   SURGICAL PROCESS MODEL//SURGICAL WORKFLOW//ICCAS 172

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 SURGICAL PROCESS MODEL authKW 3262143 12% 88% 21
2 SURGICAL WORKFLOW authKW 2500876 10% 78% 18
3 ICCAS address 858486 10% 27% 18
4 INNOVAT COMP ASSISTED SURG address 756837 5% 47% 9
5 SURGICAL ONTOLOGY authKW 532596 2% 100% 3
6 VISAGES UNIT PROJECT address 532590 3% 50% 6
7 INSERM MEDICIS address 355064 1% 100% 2
8 LAPAROSCOPIC VIDEOS authKW 355064 1% 100% 2
9 SURGICAL ACTIVITY RECOGNITION authKW 355064 1% 100% 2
10 SURGICAL PROCESS authKW 355064 1% 100% 2

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 Medical Informatics 4933 21% 0% 36
2 Engineering, Biomedical 2581 31% 0% 53
3 Radiology, Nuclear Medicine & Medical Imaging 683 25% 0% 43
4 Health Care Sciences & Services 529 12% 0% 21
5 Computer Science, Interdisciplinary Applications 511 15% 0% 26
6 Computer Science, Software Engineering 498 13% 0% 22
7 Surgery 472 29% 0% 50
8 Computer Science, Information Systems 427 13% 0% 23
9 Computer Science, Artificial Intelligence 170 9% 0% 15
10 Computer Science, Theory & Methods 76 6% 0% 11

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 ICCAS 858486 10% 27% 18
2 INNOVAT COMP ASSISTED SURG 756837 5% 47% 9
3 VISAGES UNIT PROJECT 532590 3% 50% 6
4 INSERM MEDICIS 355064 1% 100% 2
5 UNIT LTSI U1099 355064 1% 100% 2
6 U746 206156 3% 19% 6
7 ENT PLAST SURG 199720 2% 38% 3
8 MIPS EA 2332 199720 2% 38% 3
9 ADV SURG TECHNOL CAST 177532 1% 100% 1
10 CNRSVISAGES U746 177532 1% 100% 1

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 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 113179 17% 2% 30
2 IEEE SOFTWARE 23818 9% 1% 15
3 JOURNAL OF BIOMEDICAL INFORMATICS 12065 6% 1% 10
4 MINIMALLY INVASIVE THERAPY & ALLIED TECHNOLOGIES 8598 5% 1% 8
5 ARTIFICIAL INTELLIGENCE IN MEDICINE 5204 2% 1% 4
6 METHODS OF INFORMATION IN MEDICINE 4144 4% 0% 7
7 HEALTH CARE FINANCING REVIEW 2899 2% 1% 3
8 AORN JOURNAL 2445 1% 1% 2
9 LAND ECONOMICS 1862 2% 0% 4
10 MEMETIC COMPUTING 1756 1% 1% 1

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 SURGICAL PROCESS MODEL 3262143 12% 88% 21 Search SURGICAL+PROCESS+MODEL Search SURGICAL+PROCESS+MODEL
2 SURGICAL WORKFLOW 2500876 10% 78% 18 Search SURGICAL+WORKFLOW Search SURGICAL+WORKFLOW
3 SURGICAL ONTOLOGY 532596 2% 100% 3 Search SURGICAL+ONTOLOGY Search SURGICAL+ONTOLOGY
4 LAPAROSCOPIC VIDEOS 355064 1% 100% 2 Search LAPAROSCOPIC+VIDEOS Search LAPAROSCOPIC+VIDEOS
5 SURGICAL ACTIVITY RECOGNITION 355064 1% 100% 2 Search SURGICAL+ACTIVITY+RECOGNITION Search SURGICAL+ACTIVITY+RECOGNITION
6 SURGICAL PROCESS 355064 1% 100% 2 Search SURGICAL+PROCESS Search SURGICAL+PROCESS
7 WORKFLOW L01906893 355064 1% 100% 2 Search WORKFLOW+L01906893 Search WORKFLOW+L01906893
8 SURGICAL WORKFLOW ANALYSIS 319555 2% 60% 3 Search SURGICAL+WORKFLOW+ANALYSIS Search SURGICAL+WORKFLOW+ANALYSIS
9 PHASE RECOGNITION 236708 1% 67% 2 Search PHASE+RECOGNITION Search PHASE+RECOGNITION
10 SURGERY EVALUATION 236708 1% 67% 2 Search SURGERY+EVALUATION Search SURGERY+EVALUATION

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 TWINANDA, AP , SHEHATA, S , MUTTER, D , MARESCAUX, J , DE MATHELIN, M , PADOY, N , (2017) ENDONET: A DEEP ARCHITECTURE FOR RECOGNITION TASKS ON LAPAROSCOPIC VIDEOS.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 36. ISSUE 1. P. 86 -97 12 80% 0
2 KATIC, D , JULLIARD, C , WEKERLE, AL , KENNGOTT, H , MULLER-STICH, BP , DILLMANN, R , SPEIDEL, S , JANNIN, P , GIBAUD, B , (2015) LAPONTOSPM: AN ONTOLOGY FOR LAPAROSCOPIC SURGERIES AND ITS APPLICATION TO SURGICAL PHASE RECOGNITION.INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. VOL. 10. ISSUE 9. P. 1427 -1434 10 77% 1
3 KATIC, D , SCHUCK, J , WEKERLE, AL , KENNGOTT, H , MULLER-STICH, BP , DILLMANN, R , SPEIDEL, S , (2016) BRIDGING THE GAP BETWEEN FORMAL AND EXPERIENCE-BASED KNOWLEDGE FOR CONTEXT-AWARE LAPAROSCOPY.INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. VOL. 11. ISSUE 6. P. 881 -888 11 69% 0
4 MEISSNER, C , MEIXENSBERGER, J , PRETSCHNER, A , NEUMUTH, T , (2014) SENSOR-BASED SURGICAL ACTIVITY RECOGNITION IN UNCONSTRAINED ENVIRONMENTS.MINIMALLY INVASIVE THERAPY & ALLIED TECHNOLOGIES. VOL. 23. ISSUE 3-4. P. 198 -205 8 89% 0
5 SUGINO, T , KAWAHIRA, H , NAKAMURA, R , (2014) SURGICAL TASK ANALYSIS OF SIMULATED LAPAROSCOPIC CHOLECYSTECTOMY WITH A NAVIGATION SYSTEM.INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. VOL. 9. ISSUE 5. P. 825 -836 11 61% 1
6 LALYS, F , JANNIN, P , (2014) SURGICAL PROCESS MODELLING: A REVIEW.INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. VOL. 9. ISSUE 3. P. 495 -511 16 37% 9
7 DERGACHYOVA, O , BOUGET, D , HUAULME, A , MORANDI, X , JANNIN, P , (2016) AUTOMATIC DATA-DRIVEN REAL-TIME SEGMENTATION AND RECOGNITION OF SURGICAL WORKFLOW.INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. VOL. 11. ISSUE 6. P. 1081 -1089 8 67% 1
8 FORESTIER, G , RIFFAUD, L , JANNIN, P , (2015) AUTOMATIC PHASE PREDICTION FROM LOW-LEVEL SURGICAL ACTIVITIES.INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. VOL. 10. ISSUE 6. P. 833 -841 7 78% 4
9 MAKTABI, M , NEUMUTH, T , (2017) ONLINE TIME AND RESOURCE MANAGEMENT BASED ON SURGICAL WORKFLOW TIME SERIES ANALYSIS.INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. VOL. 12. ISSUE 2. P. 325 -338 10 56% 0
10 GENTRIC, JC , TRELHU, B , JANNIN, P , RIFFAUD, L , FERRE, JC , GAUVRIT, JY , (2013) DEVELOPMENT OF WORKFLOW TASK ANALYSIS DURING CEREBRAL DIAGNOSTIC ANGIOGRAPHIES: TIME-BASED COMPARISON OF JUNIOR AND SENIOR TASKS.JOURNAL OF NEURORADIOLOGY. VOL. 40. ISSUE 5. P. 342-347 8 73% 2

Classes with closest relation at Level 1


Rank Class id link
1 14787 MANAGEMENT CONSULTING//OPERATING ROOM MANAGEMENT//OR MANAGEMENT
2 8601 TELESURGERY//TELEMENTORING//SOLO SURGERY
3 617 SURGICAL EDUCATION//SURGICAL TRAINING//SURGICAL SKILLS
4 16268 ARDEN SYNTAX//COMPUTER INTERPRETABLE GUIDELINES//CLINICAL PATHWAY ANALYSIS
5 12754 ERGONOMICS//3D LAPAROSCOPY//SURG SKILLS UNIT
6 13556 ELECTROMAGNETIC TRACKING//INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY//IMAGE GUIDED SURGERY
7 4037 PROCESS MINING//WORKFLOW MANAGEMENT//BUSINESS PROCESS MANAGEMENT
8 17496 GOSSYPIBOMA//TEXTILOMA//RETAINED SURGICAL SPONGE
9 11265 IMAGE GUIDED SURGERY//TARGET REGISTRATION ERROR//NEURONAVIGATION
10 23633 INTERFUEL SUBSTITUTION//INTER FACTOR SUBSTITUTION//CAPITAL ENERGY SUBSTITUTION

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