Modulating human brain responses via optimal natural image selection and synthetic image generation

por Gu, Zijin, Jamison, Keith, Sabuncu, Mert R., Kuceyeski, Amy
Publicado 2023

Human brain responses are modulated when exposed to optimized natural images or synthetically generated images

por Gu, Zijin, Jamison, Keith, Sabuncu, Mert R., Kuceyeski, Amy
Publicado 2023

Machine learning based multi-modal prediction of future decline toward Alzheimer’s disease: An empirical study

por Karaman, Batuhan K., Mormino, Elizabeth C., Sabuncu, Mert R.
Publicado 2022

Sex classification using long‐range temporal dependence of resting‐state functional MRI time series

por Dhamala, Elvisha, Jamison, Keith W., Sabuncu, Mert R., Kuceyeski, Amy
Publicado 2020

Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network

por Ngo, Gia H., Khosla, Meenakshi, Jamison, Keith, Kuceyeski, Amy, Sabuncu, Mert R.
Publicado 2022

Cortical response to naturalistic stimuli is largely predictable with deep neural networks

por Khosla, Meenakshi, Ngo, Gia H., Jamison, Keith, Kuceyeski, Amy, Sabuncu, Mert R.
Publicado 2021

Phenome-wide heritability analysis of the UK Biobank

por Ge, Tian, Chen, Chia-Yen, Neale, Benjamin M., Sabuncu, Mert R., Smoller, Jordan W.
Publicado 2017

Correction: Phenome-wide heritability analysis of the UK Biobank

por Ge, Tian, Chen, Chia-Yen, Neale, Benjamin M., Sabuncu, Mert R., Smoller, Jordan W.
Publicado 2018

Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models

por Haft-Javaherian, Mohammad, Fang, Linjing, Muse, Victorine, Schaffer, Chris B., Nishimura, Nozomi, Sabuncu, Mert R.
Publicado 2019

Function-based Intersubject Alignment of Human Cortical Anatomy

por Sabuncu, Mert R., Singer, Benjamin D., Conroy, Bryan, Bryan, Ronald E., Ramadge, Peter J., Haxby, James V.
Publicado 2010

Machine learning can aid in prediction of IDH mutation from H&E-stained histology slides in infiltrating gliomas

por Liechty, Benjamin, Xu, Zhuoran, Zhang, Zhilu, Slocum, Cheyanne, Bahadir, Cagla D., Sabuncu, Mert R., Pisapia, David J.
Publicado 2022

LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping

por Zhang, Jinwei, Spincemaille, Pascal, Zhang, Hang, Nguyen, Thanh D., Li, Chao, Li, Jiahao, Kovanlikaya, Ilhami, Sabuncu, Mert R., Wang, Yi
Publicado 2023

Resting brain dynamics at different timescales capture distinct aspects of human behavior

por Liégeois, Raphaël, Li, Jingwei, Kong, Ru, Orban, Csaba, Van De Ville, Dimitri, Ge, Tian, Sabuncu, Mert R., Yeo, B. T. Thomas
Publicado 2019

Heritability of individualized cortical network topography

por Anderson, Kevin M., Ge, Tian, Kong, Ru, Patrick, Lauren M., Spreng, R. Nathan, Sabuncu, Mert R., Yeo, B. T. Thomas, Holmes, Avram J.
Publicado 2021

Joint Analysis of Cortical Area and Thickness as a Replacement for the Analysis of the Volume of the Cerebral Cortex

por Winkler, Anderson M, Greve, Douglas N, Bjuland, Knut J, Nichols, Thomas E, Sabuncu, Mert R, Håberg, Asta K, Skranes, Jon, Rimol, Lars M
Publicado 2018

Machine Learning Enables High-Throughput Phenotyping for Analyses of the Genetic Architecture of Bulliform Cell Patterning in Maize

por Qiao, Pengfei, Lin, Meng, Vasquez, Miguel, Matschi, Susanne, Chamness, James, Baseggio, Matheus, Smith, Laurie G., Sabuncu, Mert R., Gore, Michael A., Scanlon, Michael J.
Publicado 2019

NeuroGen: Activation optimized image synthesis for discovery neuroscience

por Gu, Zijin, Jamison, Keith Wakefield, Khosla, Meenakshi, Allen, Emily J., Wu, Yihan, St-Yves, Ghislain, Naselaris, Thomas, Kay, Kendrick, Sabuncu, Mert R., Kuceyeski, Amy
Publicado 2022

Multidimensional heritability analysis of neuroanatomical shape

por Ge, Tian, Reuter, Martin, Winkler, Anderson M., Holmes, Avram J., Lee, Phil H., Tirrell, Lee S., Roffman, Joshua L., Buckner, Randy L., Smoller, Jordan W., Sabuncu, Mert R.
Publicado 2016

Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants

por Kernbach, Julius M., Yeo, B. T. Thomas, Smallwood, Jonathan, Margulies, Daniel S., Thiebaut de Schotten, Michel, Walter, Henrik, Sabuncu, Mert R., Holmes, Avram J., Gramfort, Alexandre, Varoquaux, Gaël, Thirion, Bertrand, Bzdok, Danilo
Publicado 2018

Deep learning analysis of blood flow sounds to detect arteriovenous fistula stenosis

por Zhou, George, Chen, Yunchan, Chien, Candace, Revatta, Leslie, Ferdous, Jannatul, Chen, Michelle, Deb, Shourov, De Leon Cruz, Sol, Wang, Alan, Lee, Benjamin, Sabuncu, Mert R., Browne, William, Wun, Herrick, Mosadegh, Bobak
Publicado 2023