Works matching AU Patil, Kaustubh R.

Results: 24

Overview of leakage scenarios in supervised machine learning.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01193-8

By:

Sasse, L.;
Nicolaisen-Sobesky, E.;
Dukart, J.;
Eickhoff, S. B.;
Götz, M.;
Hamdan, S.;
Komeyer, V.;
Kulkarni, A.;
Lahnakoski, J. M.;
Love, B. C.;
Raimondo, F.;
Patil, Kaustubh R.

Publication type:

Article

Joint Multi-modal Parcellation of the Human Striatum: Functions and Clinical Relevance.

Published in:

Neuroscience Bulletin, 2020, v. 36, n. 10, p. 1123, doi. 10.1007/s12264-020-00543-1

By:

Liu, Xiaojin;
Eickhoff, Simon B.;
Hoffstaedter, Felix;
Genon, Sarah;
Caspers, Svenja;
Reetz, Kathrin;
Dogan, Imis;
Eickhoff, Claudia R.;
Chen, Ji;
Caspers, Julian;
Reuter, Niels;
Mathys, Christian;
Aleman, André;
Jardri, Renaud;
Riedl, Valentin;
Sommer, Iris E.;
Patil, Kaustubh R.

Publication type:

Article

Network and state specificity in connectivity‐based predictions of individual behavior.

Published in:

Human Brain Mapping, 2024, v. 45, n. 8, p. 1, doi. 10.1002/hbm.26753

By:

Kraljević, Nevena;
Langner, Robert;
Küppers, Vincent;
Raimondo, Federico;
Patil, Kaustubh R.;
Eickhoff, Simon B.;
Müller, Veronika I.

Publication type:

Article

Sex classification from functional brain connectivity: Generalization to multiple datasets.

Published in:

Human Brain Mapping, 2024, v. 45, n. 6, p. 1, doi. 10.1002/hbm.26683

By:

Wiersch, Lisa;
Friedrich, Patrick;
Hamdan, Sami;
Komeyer, Vera;
Hoffstaedter, Felix;
Patil, Kaustubh R.;
Eickhoff, Simon B.;
Weis, Susanne

Publication type:

Article

Prediction of outcome after aneurysmal subarachnoid haemorrhage using data from patient admission.

Published in:

2018

By:

Rubbert, Christian;
Patil, Kaustubh R.;
Beseoglu, Kerim;
Mathys, Christian;
May, Rebecca;
Kaschner, Marius G.;
Sigl, Benjamin;
Teichert, Nikolas A.;
Boos, Johannes;
Turowski, Bernd;
Caspers, Julian

Publication type:

journal article

Whole-brain dynamical modelling for classification of Parkinson's disease.

Published in:

Brain Communications, 2023, v. 5, n. 1, p. 1, doi. 10.1093/braincomms/fcac331

By:

Jung, Kyesam;
Florin, Esther;
Patil, Kaustubh R.;
Caspers, Julian;
Rubbert, Christian;
Eickhoff, Simon B.;
Popovych, Oleksandr V.

Publication type:

Article

Accurate sex prediction of cisgender and transgender individuals without brain size bias.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-37508-z

By:

Wiersch, Lisa;
Hamdan, Sami;
Hoffstaedter, Felix;
Votinov, Mikhail;
Habel, Ute;
Clemens, Benjamin;
Derntl, Birgit;
Eickhoff, Simon B.;
Patil, Kaustubh R.;
Weis, Susanne

Publication type:

Article

Lifetime Exposure to Depression and Neuroimaging Measures of Brain Structure and Function.

Published in:

JAMA Network Open, 2024, v. 7, n. 2, p. e2356787, doi. 10.1001/jamanetworkopen.2023.56787

By:

Wang, Xinyi;
Hoffstaedter, Felix;
Kasper, Jan;
Eickhoff, Simon B.;
Patil, Kaustubh R.;
Dukart, Juergen

Publication type:

Article

Comprehensive verbal fluency features predict executive function performance.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-85981-1

By:

Amunts, Julia;
Camilleri, Julia A.;
Eickhoff, Simon B.;
Patil, Kaustubh R.;
Heim, Stefan;
von Polier, Georg G.;
Weis, Susanne

Publication type:

Article

Predicting executive functioning from functional brain connectivity: network specificity and age effects.

Published in:

Cerebral Cortex, 2023, v. 33, n. 11, p. 6495, doi. 10.1093/cercor/bhac520

By:

Heckner, Marisa K;
Cieslik, Edna C;
Patil, Kaustubh R;
Gell, Martin;
Eickhoff, Simon B;
Hoffstädter, Felix;
Langner, Robert

Publication type:

Article

A Connectivity-Based Psychometric Prediction Framework for Brain–Behavior Relationship Studies.

Published in:

Cerebral Cortex, 2021, v. 31, n. 8, p. 3732, doi. 10.1093/cercor/bhab044

By:

Wu, Jianxiao;
Eickhoff, Simon B;
Hoffstaedter, Felix;
Patil, Kaustubh R;
Schwender, Holger;
Yeo, B T Thomas;
Genon, Sarah

Publication type:

Article

Multimodal Parcellations and Extensive Behavioral Profiling Tackling the Hippocampus Gradient.

Published in:

Cerebral Cortex, 2019, v. 29, n. 11, p. 4595, doi. 10.1093/cercor/bhy336

By:

Plachti, Anna;
Eickhoff, Simon B;
Hoffstaedter, Felix;
Patil, Kaustubh R;
Laird, Angela R;
Fox, Peter T;
Amunts, Katrin;
Genon, Sarah

Publication type:

Article

Individual characteristics outperform resting-state fMRI for the prediction of behavioral phenotypes.

Published in:

Communications Biology, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s42003-024-06438-5

By:

Omidvarnia, Amir;
Sasse, Leonard;
Larabi, Daouia I.;
Raimondo, Federico;
Hoffstaedter, Felix;
Kasper, Jan;
Dukart, Jürgen;
Petersen, Marvin;
Cheng, Bastian;
Thomalla, Götz;
Eickhoff, Simon B.;
Patil, Kaustubh R.

Publication type:

Article

Intermediately synchronised brain states optimise trade-off between subject specificity and predictive capacity.

Published in:

Communications Biology, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s42003-023-05073-w

By:

Sasse, Leonard;
Larabi, Daouia I.;
Omidvarnia, Amir;
Jung, Kyesam;
Hoffstaedter, Felix;
Jocham, Gerhard;
Eickhoff, Simon B.;
Patil, Kaustubh R.

Publication type:

Article

How measurement noise limits the accuracy of brain-behaviour predictions.

Published in:

Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-54022-6

By:

Gell, Martin;
Eickhoff, Simon B.;
Omidvarnia, Amir;
Küppers, Vincent;
Patil, Kaustubh R.;
Satterthwaite, Theodore D.;
Müller, Veronika I.;
Langner, Robert

Publication type:

Article

Taxonomic metagenome sequence assignment with structured output models.

Published in:

2011

By:

Patil, Kaustubh R;
Haider, Peter;
Pope, Phillip B;
Turnbaugh, Peter J;
Morrison, Mark;
Scheffer, Tobias;
McHardy, Alice C

Publication type:

Letter

Is it left or is it right? A classification approach for investigating hemispheric differences in low and high dimensionality.

Published in:

Brain Structure & Function, 2022, v. 227, n. 2, p. 425, doi. 10.1007/s00429-021-02418-1

By:

Friedrich, Patrick;
Patil, Kaustubh R.;
Mochalski, Lisa N.;
Li, Xuan;
Camilleri, Julia A.;
Kröll, Jean-Philippe;
Wiersch, Lisa;
Eickhoff, Simon B.;
Weis, Susanne

Publication type:

Article

CBPtools: a Python package for regional connectivity-based parcellation.

Published in:

Brain Structure & Function, 2020, v. 225, n. 4, p. 1261, doi. 10.1007/s00429-020-02046-1

By:

Reuter, Niels;
Genon, Sarah;
Kharabian Masouleh, Shahrzad;
Hoffstaedter, Felix;
Liu, Xiaojin;
Kalenscher, Tobias;
Eickhoff, Simon B.;
Patil, Kaustubh R.

Publication type:

Article

Predicting personality from network-based resting-state functional connectivity.

Published in:

Brain Structure & Function, 2018, v. 223, n. 6, p. 2699, doi. 10.1007/s00429-018-1651-z

By:

Nostro, Alessandra D.;
Müller, Veronika I.;
Varikuti, Deepthi P.;
Pläschke, Rachel N.;
Hoffstaedter, Felix;
Langner, Robert;
Patil, Kaustubh R.;
Eickhoff, Simon B.

Publication type:

Article

Alignment-Free Genome Tree Inference by Learning Group-Specific Distance Metrics.

Published in:

Genome Biology & Evolution, 2013, v. 5, n. 8, p. 1470, doi. 10.1093/gbe/evt105

By:

Patil, Kaustubh R.;
McHardy, Alice C.

Publication type:

Article

A latent clinical-anatomical dimension relating metabolic syndrome to brain structure and cognition.

Published in:

eLife, 2024, p. 1, doi. 10.7554/eLife.93246

By:

Petersen, Marvin;
Hoffstaedter, Felix;
Nägele, Felix L.;
Mayer, Carola;
Schell, Maximilian;
Rimmele, D. Leander;
Zyriax, Birgit-Christiane;
Zeller, Tanja;
Kühn, Simone;
Gallinat, Jürgen;
Fiehler, Jens;
Twerenbold, Raphael;
Omidvarnia, Amir;
Patil, Kaustubh R.;
Eickhoff, Simon B.;
Thomalla, Goetz;
Cheng, Bastian

Publication type:

Article

Quantifying the heritability of belief formation.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-15492-0

By:

Vellani, Valentina;
Garrett, Neil;
Gaule, Anne;
Patil, Kaustubh R.;
Sharot, Tali

Publication type:

Article

Confound-leakage: confound removal in machine learning leads to leakage.

Published in:

GigaScience, 2023, v. 12, n. 1, p. 1, doi. 10.1093/gigascience/giad071

By:

Hamdan, Sami;
Love, Bradley C;
von Polier, Georg G;
Weis, Susanne;
Schwender, Holger;
Eickhoff, Simon B;
Patil, Kaustubh R

Publication type:

Article

A Simple Visualization Technique To Understand the System Dynamics in Bioreactors.

Published in:

Biotechnology Progress, 2007, v. 23, n. 5, p. 1101

By:

Kaustubh R. Patil;
Abhijit J. Kulkarni

Publication type:

Article