Zobrazeno 1 - 10
of 70
pro vyhledávání: '"Kaustubh R. Patil"'
Individual characteristics outperform resting-state fMRI for the prediction of behavioral phenotypes
Autor:
Amir Omidvarnia, Leonard Sasse, Daouia I. Larabi, Federico Raimondo, Felix Hoffstaedter, Jan Kasper, Jürgen Dukart, Marvin Petersen, Bastian Cheng, Götz Thomalla, Simon B. Eickhoff, Kaustubh R. Patil
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-12 (2024)
Abstract In this study, we aimed to compare imaging-based features of brain function, measured by resting-state fMRI (rsfMRI), with individual characteristics such as age, gender, and total intracranial volume to predict behavioral measures. We devel
Externí odkaz:
https://doaj.org/article/154e2f2d427b4f69acc47644ef3361e8
Publikováno v:
GigaByte (2024)
The fast-paced development of machine learning (ML) and its increasing adoption in research challenge researchers without extensive training in ML. In neuroscience, ML can help understand brain-behavior relationships, diagnose diseases and develop bi
Externí odkaz:
https://doaj.org/article/b0d29035badd4174b3e608e7005ee74f
Autor:
Lisa Wiersch, Sami Hamdan, Felix Hoffstaedter, Mikhail Votinov, Ute Habel, Benjamin Clemens, Birgit Derntl, Simon B. Eickhoff, Kaustubh R. Patil, Susanne Weis
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-13 (2023)
Abstract The increasing use of machine learning approaches on neuroimaging data comes with the important concern of confounding variables which might lead to biased predictions and in turn spurious conclusions about the relationship between the featu
Externí odkaz:
https://doaj.org/article/4c5aced8bfea4517b2d102bc92f09127
Autor:
Leonard Sasse, Daouia I. Larabi, Amir Omidvarnia, Kyesam Jung, Felix Hoffstaedter, Gerhard Jocham, Simon B. Eickhoff, Kaustubh R. Patil
Publikováno v:
Communications Biology, Vol 6, Iss 1, Pp 1-14 (2023)
Abstract Functional connectivity (FC) refers to the statistical dependencies between activity of distinct brain areas. To study temporal fluctuations in FC within the duration of a functional magnetic resonance imaging (fMRI) scanning session, resear
Externí odkaz:
https://doaj.org/article/93285d8c71ac4e9aa3df4ab49724a20a
Autor:
Georgios Antonopoulos, Shammi More, Federico Raimondo, Simon B. Eickhoff, Felix Hoffstaedter, Kaustubh R. Patil
Publikováno v:
NeuroImage, Vol 279, Iss , Pp 120292- (2023)
Voxel-based morphometry (VBM) analysis is commonly used for localized quantification of gray matter volume (GMV). Several alternatives exist to implement a VBM pipeline. However, how these alternatives compare and their utility in applications, such
Externí odkaz:
https://doaj.org/article/e23d1ca7dc704a8d8c3b8d04ad5447d1
Autor:
Sahil Bajaj, Karina S. Blair, Matthew Dobbertin, Kaustubh R. Patil, Patrick M. Tyler, Jay L. Ringle, Johannah Bashford-Largo, Avantika Mathur, Jaimie Elowsky, Ahria Dominguez, Lianne Schmaal, R. James R. Blair
Publikováno v:
Discover Mental Health, Vol 3, Iss 1, Pp 1-13 (2023)
Abstract Suicide is the third leading cause of death for individuals between 15 and 19 years of age. The high suicide mortality rate and limited prior success in identifying neuroimaging biomarkers indicate that it is crucial to improve the accuracy
Externí odkaz:
https://doaj.org/article/aef5cfb9ce0c458a9729a69addef4d6b
Publikováno v:
NeuroImage, Vol 277, Iss , Pp 120245- (2023)
Functional magnetic resonance imaging (fMRI) during naturalistic viewing (NV) provides exciting opportunities for studying brain functions in more ecologically valid settings. Understanding individual differences in brain functions during NV and thei
Externí odkaz:
https://doaj.org/article/179211bbebe445c895ce7ac171170bf3
Autor:
Jean-Philippe Kröll, Patrick Friedrich, Xuan Li, Kaustubh R. Patil, Lisa Mochalski, Laura Waite, Xing Qian, Michael WL Chee, Juan Helen Zhou, Simon Eickhoff, Susanne Weis
Publikováno v:
NeuroImage, Vol 273, Iss , Pp 120083- (2023)
Naturalistic viewing (NV) is currently considered a promising paradigm for studying individual differences in functional brain organization. While whole brain functional connectivity (FC) under NV has been relatively well characterized, so far little
Externí odkaz:
https://doaj.org/article/1677176d44ef44998a1951cee7f779a7
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-11 (2022)
Abstract Individual differences in behaviour, traits and mental-health are partially heritable. Traditionally, studies have focused on quantifying the heritability of high-order characteristics, such as happiness or education attainment. Here, we qua
Externí odkaz:
https://doaj.org/article/cef9e0a63cb24bafaadaa492a76fc232
Autor:
Shammi More, Georgios Antonopoulos, Felix Hoffstaedter, Julian Caspers, Simon B. Eickhoff, Kaustubh R. Patil
Publikováno v:
NeuroImage, Vol 270, Iss , Pp 119947- (2023)
The difference between age predicted using anatomical brain scans and chronological age, i.e., the brain-age delta, provides a proxy for atypical aging. Various data representations and machine learning (ML) algorithms have been used for brain-age es
Externí odkaz:
https://doaj.org/article/2f0e53b075a54fe68a12b8c52ff8b909