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ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression
Mihalik, Agoston, Brudfors, Mikael, Robu, Maria, Ferreira, Fabio S., Lin, Hongxiang, Rau, Anita, Wu, Tong, Blumberg, Stefano B., Kanber, Baris, Tariq, Maira, Garcia, Mar Estarellas, Zor, Cemre, Nikitichev, Daniil I., Mourão-Miranda, Janaina, Oxtoby, Neil P.
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Book Chapter
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Ensemble of SVM, Random-Forest and the BSWiMS Method to Predict and Describe Structural Associations with Fluid Intelligence Scores from T1-Weighed MRI
Tamez-Pena, Jose, Orozco, Jorge, Sosa, Patricia, Valdes, Alejandro, Nezhadmoghadam, Fahimeh
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Book Chapter
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Predicting Fluid Intelligence from Structural MRI Using Random Forest regression
Wlaszczyk, Agata, Kaminska, Agnieszka, Pietraszek, Agnieszka, Dabrowski, Jakub, Pawlak, Mikolaj A., Nowicka, Hanna
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Book Chapter
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Deep Learning vs. Classical Machine Learning: A Comparison of Methods for Fluid Intelligence Prediction
Guerdan, Luke, Sun, Peng, Rowland, Connor, Harrison, Logan, Tang, Zhicheng, Wergeles, Nickolas, Shang, Yi
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Book Chapter
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ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology
Oxtoby, Neil P., Ferreira, Fabio S., Mihalik, Agoston, Wu, Tong, Brudfors, Mikael, Lin, Hongxiang, Rau, Anita, Blumberg, Stefano B., Robu, Maria, Zor, Cemre, Tariq, Maira, Garcia, Mar Estarellas, Kanber, Baris, Nikitichev, Daniil I., Mourão-Miranda, Janaina
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Book Chapter
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Adolescent Fluid Intelligence Prediction from Regional Brain Volumes and Cortical Curvatures Using BlockPC-XGBoost
Li, Tengfei, Wang, Xifeng, Luo, Tianyou, Yang, Yue, Zhao, Bingxin, Yang, Liuqing, Zhu, Ziliang, Zhu, Hongtu
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Book Chapter
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Ensemble Modeling of Neurocognitive Performance Using MRI-Derived Brain Structure Volumes
Brueggeman, Leo, Koomar, Tanner, Huang, Yongchao, Hoskins, Brady, Tong, Tien, Kent, James, Bahl, Ethan, Johnson, Charles E., Powers, Alexander, Langbehn, Douglas, Vaidya, Jatin, Johnson, Hans, Michaelson, Jacob J.
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Ensemble of 3D CNN Regressors with Data Fusion for Fluid Intelligence Prediction
Pominova, Marina, Kuzina, Anna, Kondrateva, Ekaterina, Sushchinskaya, Svetlana, Burnaev, Evgeny, Yarkin, Vyacheslav, Sharaev, Maxim
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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An AutoML Approach for the Prediction of Fluid Intelligence from MRI-Derived Features
Pölsterl, Sebastian, Gutiérrez-Becker, Benjamín, Sarasua, Ignacio, Guha Roy, Abhijit, Wachinger, Christian
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Sex Differences in Predicting Fluid Intelligence of Adolescent Brain from T1-Weighted MRIs
Ranjbar, Sara, Singleton, Kyle W., Curtin, Lee, Massey, Susan Christine, Hawkins-Daarud, Andrea, Jackson, Pamela R., Swanson, Kristin R.
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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Surface-Based Brain Morphometry for the Prediction of Fluid Intelligence in the Neurocognitive Prediction Challenge 2019
Rebsamen, Michael, Rummel, Christian, Mürner-Lavanchy, Ines, Reyes, Mauricio, Wiest, Roland, McKinley, Richard
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
Published in Adolescent Brain Cognitive Development Neurocognitive Prediction (2019)
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