Mathematical clustering based on cross-sections in medicine: application to the pancreatic neck

In the context of current surgical techniques, the classification of 3D organs based on two-dimensional cross-sections is a decisive and still challenging task. The goal of this paper is to explore an approach to address this problem. By this means, the expectation is to go further in the directio...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Haupt, Saskia (VerfasserIn) , Fard-Rutherford, Nassim (VerfasserIn) , Lösel, Philipp (VerfasserIn) , Grenacher, Lars (VerfasserIn) , Heuveline, Vincent (VerfasserIn)
Dokumenttyp: Buch/Monographie
Sprache:Englisch
Veröffentlicht: Heidelberg Univ.-Bibliothek April 22, 2020
Schriftenreihe:Preprint series of the Engineering Mathematics and Computing Lab (EMCL) Preprint no. 2020-01
In: Preprint series of the Engineering Mathematics and Computing Lab (EMCL) (Preprint no. 2020-01)

DOI:10.11588/emclpp.2020.01.72573
Online-Zugang:Verlag, kostenfrei, Volltext: https://doi.org/10.11588/emclpp.2020.01.72573
Verlag, kostenfrei, Volltext: http://nbn-resolving.de/urn:nbn:de:bsz:16-emclpp-725730
Volltext
Verfasserangaben:Saskia Haupt, Nassim Fard-Rutherford, Philipp D. Lösel, Lars Grenacher, Arianeb Mehrabi, Vincent Heuveline

MARC

LEADER 00000cam a2200000 c 4500
001 1729857418
003 DE-627
005 20230208103811.0
007 cr uuu---uuuuu
008 200910s2020 xx |||||o 00| ||eng c
024 7 |a urn:nbn:de:bsz:16-emclpp-725730  |2 urn 
024 7 |a 10.11588/emclpp.2020.01.72573  |2 doi 
035 |a (DE-627)1729857418 
035 |a (DE-599)KXP1729857418 
035 |a (OCoLC)1196326845 
040 |a DE-627  |b ger  |c DE-627  |e rda 
041 |a eng 
084 |a 28  |2 sdnb 
100 1 |a Haupt, Saskia  |d 1993-  |e VerfasserIn  |0 (DE-588)1147623341  |0 (DE-627)1008687588  |0 (DE-576)495916412  |4 aut 
245 1 0 |a Mathematical clustering based on cross-sections in medicine  |b application to the pancreatic neck  |c Saskia Haupt, Nassim Fard-Rutherford, Philipp D. Lösel, Lars Grenacher, Arianeb Mehrabi, Vincent Heuveline 
264 1 |a Heidelberg  |b Univ.-Bibliothek  |c April 22, 2020 
300 |a 1 Online-Ressource (12 Seiten) 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
490 1 |a Preprint series of the Engineering Mathematics and Computing Lab (EMCL)  |v Preprint no. 2020-01 
500 |a Gesehen am 10.09.2020 
520 |a In the context of current surgical techniques, the classification of 3D organs based on two-dimensional cross-sections is a decisive and still challenging task. The goal of this paper is to explore an approach to address this problem. By this means, the expectation is to go further in the direction of patient-specific surgery. Based on two-dimensional image data, we analyze different clustering results assuming specific evaluation criteria. By doing so, a determination of the most appropriate number of clusters is possible. As an example, we use this method to classify the shape of the neck of the pancreas of humans, which is relevant for different types of distal pancreatectomy. Hereby, scaling issues of the available data are a key point. Therefore, an overall protocol needs to care for comparable data. 
700 1 |a Fard-Rutherford, Nassim  |d 1982-  |e VerfasserIn  |0 (DE-588)1217444122  |0 (DE-627)1729859526  |4 aut 
700 1 |a Lösel, Philipp  |d 1986-  |e VerfasserIn  |0 (DE-588)1147623414  |0 (DE-627)1008687596  |0 (DE-576)495916528  |4 aut 
700 1 |a Grenacher, Lars  |d 1967-  |e VerfasserIn  |0 (DE-588)115424598  |0 (DE-627)691308977  |0 (DE-576)289876761  |4 aut 
700 1 |a Heuveline, Vincent  |d 1968-  |e VerfasserIn  |0 (DE-588)1046579266  |0 (DE-627)776691880  |0 (DE-576)399904727  |4 aut 
810 2 |a Engineering Mathematics and Computing Lab  |t Preprint series of the Engineering Mathematics and Computing Lab (EMCL)  |v Preprint no. 2020-01  |9 2020,1  |w (DE-627)776852515  |w (DE-576)399725873  |w (DE-600)2750748-8  |x 2191-0693  |7 am 
856 4 0 |u https://doi.org/10.11588/emclpp.2020.01.72573  |x Verlag  |x Resolving-System  |z kostenfrei  |3 Volltext 
856 4 0 |u http://nbn-resolving.de/urn:nbn:de:bsz:16-emclpp-725730  |x Verlag  |x Resolving-System  |z kostenfrei  |3 Volltext 
951 |a BO 
992 |a 20200910 
993 |a Book 
994 |a 2020 
998 |g 1046579266  |a Heuveline, Vincent  |m 1046579266:Heuveline, Vincent  |d 700000  |d 708000  |e 700000PH1046579266  |e 708000PH1046579266  |k 0/700000/  |k 1/700000/708000/  |p 5  |y j 
998 |g 115424598  |a Grenacher, Lars  |m 115424598:Grenacher, Lars  |d 50000  |e 50000PG115424598  |k 0/50000/  |p 4 
998 |g 1147623414  |a Lösel, Philipp  |m 1147623414:Lösel, Philipp  |d 700000  |d 708000  |e 700000PL1147623414  |e 708000PL1147623414  |k 0/700000/  |k 1/700000/708000/  |p 3 
998 |g 1217444122  |a Fard-Rutherford, Nassim  |m 1217444122:Fard-Rutherford, Nassim  |d 50000  |e 50000PF1217444122  |k 0/50000/  |p 2 
998 |g 1147623341  |a Haupt, Saskia  |m 1147623341:Haupt, Saskia  |d 700000  |d 708000  |e 700000PH1147623341  |e 708000PH1147623341  |k 0/700000/  |k 1/700000/708000/  |p 1  |x j 
999 |a KXP-PPN1729857418  |e 3748920687 
BIB |a Y 
JSO |a {"physDesc":[{"extent":"1 Online-Ressource (12 Seiten)"}],"id":{"uri":["urn:nbn:de:bsz:16-emclpp-725730"],"doi":["10.11588/emclpp.2020.01.72573"],"eki":["1729857418"]},"title":[{"title_sort":"Mathematical clustering based on cross-sections in medicine","title":"Mathematical clustering based on cross-sections in medicine","subtitle":"application to the pancreatic neck"}],"type":{"media":"Online-Ressource","bibl":"book"},"origin":[{"publisher":"Univ.-Bibliothek","dateIssuedDisp":"April 22, 2020","dateIssuedKey":"2020","publisherPlace":"Heidelberg"}],"relMultPart":[{"title":[{"title":"Preprint series of the Engineering Mathematics and Computing Lab (EMCL)","title_sort":"Preprint series of the Engineering Mathematics and Computing Lab (EMCL)"}],"physDesc":[{"extent":"Online-Ressource"}],"id":{"zdb":["2750748-8"],"issn":["2191-0693"],"eki":["776852515"]},"origin":[{"dateIssuedDisp":"2009-","publisher":"Univ.-Bibliothek","publisherPlace":"Heidelberg","dateIssuedKey":"2009"}],"recId":"776852515","corporate":[{"role":"aut","display":"Engineering Mathematics and Computing Lab"}],"disp":"Preprint series of the Engineering Mathematics and Computing Lab (EMCL)","type":{"bibl":"serial","media":"Online-Ressource"},"language":["eng"],"part":{"number":["Preprint no. 2020-01"],"number_sort":["2020,1"]},"pubHistory":["2009 -"],"dispAlt":"Engineering Mathematics and Computing Lab: Preprint series of the Engineering Mathematics and Computing Lab (EMCL)"}],"name":{"displayForm":["Saskia Haupt, Nassim Fard-Rutherford, Philipp D. Lösel, Lars Grenacher, Arianeb Mehrabi, Vincent Heuveline"]},"language":["eng"],"note":["Gesehen am 10.09.2020"],"recId":"1729857418","person":[{"role":"aut","family":"Haupt","given":"Saskia","display":"Haupt, Saskia"},{"display":"Fard-Rutherford, Nassim","given":"Nassim","role":"aut","family":"Fard-Rutherford"},{"given":"Philipp","display":"Lösel, Philipp","role":"aut","family":"Lösel"},{"display":"Grenacher, Lars","given":"Lars","family":"Grenacher","role":"aut"},{"role":"aut","family":"Heuveline","display":"Heuveline, Vincent","given":"Vincent"}]} 
SRT |a HAUPTSASKIMATHEMATIC2220