Test-retest reliability of graph theory measures of structural brain connectivity

The human connectome has recently become a popular research topic in neuroscience, and many new algorithms have been applied to analyze brain networks. In particular, network topology measures from graph theory have been adapted to analyze network efficiency and 'small-world' properties. While there has been a surge in the number of papers examining connectivity through graph theory, questions remain about its test-retest reliability (TRT). In particular, the reproducibility of structural connectivity measures has not been assessed. We examined the TRT of global connectivity measures generated from graph theory analyses of 17 young adults who underwent two high-angular resolution diffusion (HARDI) scans approximately 3 months apart. Of the measures assessed, modularity had the highest TRT, and it was stable across a range of sparsities (a thresholding parameter used to define which network edges are retained). These reliability measures underline the need to develop network descriptors that are robust to acquisition parameters.

Autographed portrait of Martin Buber Portraits; Men

Handwritten dedication: Robert Weltsch in herzlicher Gesinnung MB

Mirror-backed photograph frame containing portrait of Martin Wasserzug Portraits Men

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Wedding portrait of Martin and Lotte Lewin Portraits Couples

Handwritten thank you note under photograph signed by Lotte Lewin dated February 6, 1935

Martin Buber seated on wall outdoors at breakfast time; Berne Portraits Men

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Studio portrait of Martin Goldschmidt; Leipzig Portraits Men

Signed lower right by photographer

Exterior view of Martin Goldschmidt's business; Kurfuerstendamm 34, Berlin W.15 Portraits Men

Born 1879?; Married September 2, 1903 in Leipzig to Paula Harmelin; Father of Henry H. Goldschmidt Gould and Ruth Augusta Beatrice Goldschmidt

Martin Goldschmidt reading on a park bench Portraits Men

Handwritten postcard addressed to Ruth Goldschmidt in Italy and dated 1937 from Zurich

Ruth Augusta Beatrice Goldschmidt with her parents Paula Goldschmidt née Harmelin and Martin Goldschmidt, walking on the street outside the Richmond Park Hotel; Karlsbad Portraits Family

Paula Goldschmidt, née Harmelin, born 1880; Martin Goldschmidt, born circa 1879; Ruth Augusta Beatrice Goldschmidt, born 1923?

Yasha and Riva outside their lighting store; Martin Luter Strasse, Berlin Portraits Couples

Relatives of the Judey-Barosin and Finkel families

Martin Buber with Naemah Beer-Hofmann Portraits Groups

Handwritten on verso: Prof. Martin Buber mit Naemah Beer-Hofmann in meinem Zimmer, Kurhaus Sonn-Matt bei Luzern. September 1963 fuer meine leibe Lily an einem schweren Tag, der durch sie viel leichter wurde.

Painting of Freiherr Martin von Magnus Family Portraits Family

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Martin Riesenburger portrait portraits men

Martin Riesenburger (May 14, 1896 – Apr. 14, 1966) was Prediger (Preacher) for the Jewish community in Berlin-Weissensee throughout the Nazi era (protected by his gentile wife, Natalie Riesenburger). In 1953 he became Rabbi of the Jewish community in Berlin (East) and then Landesrabbiner of the German Democratic Republic.

Wedding portrait of Martin and Lotte Lewin Portraits Couples

Handwritten thank you note under photograph signed by Lotte Lewin dated February 6, 1935