Multi-Atlas Skull-Stripping von Doshi, Jimit, MSc, Erus, Guray, PhD, Ou, Yangming, PhD, Gaonkar, Bilwaj, MSc, Davatzikos, Christos, PhD

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Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan von Pomponio, Raymond, Erus, Guray, Habes, Mohamad, Doshi, Jimit, Srinivasan, Dhivya, Mamourian, Elizabeth, Bashyam, Vishnu, Nasrallah, Ilya M., Satterthwaite, Theodore D., Fan, Yong, Launer, Lenore J., Masters, Colin L., Maruff, Paul, Zhuo, Chuanjun, Völzke, Henry, Johnson, Sterling C., Fripp, Jurgen, Koutsouleris, Nikolaos, Wolf, Daniel H., Gur, Raquel, Gur, Ruben, Morris, John, Albert, Marilyn S., Grabe, Hans J., Resnick, Susan M., Bryan, R. Nick, Wolk, David A., Shinohara, Russell T., Shou, Haochang, Davatzikos, Christos

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Mitigating head motion artifact in functional connectivity MRI von Ciric, Rastko, Rosen, Adon F. G., Erus, Guray, Cieslak, Matthew, Adebimpe, Azeez, Cook, Philip A., Bassett, Danielle S., Davatzikos, Christos, Wolf, Daniel H., Satterthwaite, Theodore D.

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Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning von Chand, Ganesh B, Dwyer, Dominic B, Erus, Guray, Sotiras, Aristeidis, Varol, Erdem, Srinivasan, Dhivya, Doshi, Jimit, Pomponio, Raymond, Pigoni, Alessandro, Dazzan, Paola, Kahn, Rene S, Schnack, Hugo G, Zanetti, Marcus V, Meisenzahl, Eva, Busatto, Geraldo F, Crespo-Facorro, Benedicto, Pantelis, Christos, Wood, Stephen J, Zhuo, Chuanjun, Shinohara, Russell T, Shou, Haochang, Fan, Yong, Gur, Ruben C, Gur, Raquel E, Satterthwaite, Theodore D, Koutsouleris, Nikolaos, Wolf, Daniel H, Davatzikos, Christos

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MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide von Bashyam, Vishnu M., Erus, Guray, Doshi, Jimit, Habes, Mohamad, Nasralah, Ilya, Truelove-Hill, Monica, Srinivasan, Dhivya, Mamourian, Liz, Pomponio, Raymond, Fan, Yong, Launer, Lenore J., Masters, Colin L., Maruff, Paul, Zhuo, Chuanjun, Volzke, Henry, Johnson, Sterling C., Fripp, Jurgen, Koutsouleris, Nikolaos, Satterthwaite, Theodore D., Wolf, Daniel, Gur, Raquel E., Gur, Ruben C., Morris, John, Albert, Marilyn S., Grabe, Hans J., Resnick, Susan, Bryan, R. Nick, Wolk, David A., Shou, Haochang, Davatzikos, Christos

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Associations between cognitive and brain volume changes in cognitively normal older adults von Armstrong, Nicole M., An, Yang, Shin, John J., Williams, Owen A., Doshi, Jimit, Erus, Guray, Davatzikos, Christos, Ferrucci, Luigi, Beason-Held, Lori L., Resnick, Susan M.

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Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals von Rozycki, Martin, Satterthwaite, Theodore D, Koutsouleris, Nikolaos, Erus, Guray, Doshi, Jimit, Wolf, Daniel H, Fan, Yong, Gur, Raquel E, Gur, Ruben C, Meisenzahl, Eva M, Zhuo, Chuanjun, Yin, Hong, Yan, Hao, Yue, Weihua, Zhang, Dai, Davatzikos, Christos

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A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies von Srinivasan, Dhivya, Erus, Guray, Doshi, Jimit, Wolk, David A., Shou, Haochang, Habes, Mohamad, Davatzikos, Christos

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Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training von Thakur, Siddhesh, Doshi, Jimit, Pati, Sarthak, Rathore, Saima, Sako, Chiharu, Bilello, Michel, Ha, Sung Min, Shukla, Gaurav, Flanders, Adam, Kotrotsou, Aikaterini, Milchenko, Mikhail, Liem, Spencer, Alexander, Gregory S., Lombardo, Joseph, Palmer, Joshua D., LaMontagne, Pamela, Nazeri, Arash, Talbar, Sanjay, Kulkarni, Uday, Marcus, Daniel, Colen, Rivka, Davatzikos, Christos, Erus, Guray, Bakas, Spyridon

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The Brain Chart of Aging: Machine‐learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 har... von Habes, Mohamad, Pomponio, Raymond, Shou, Haochang, Doshi, Jimit, Mamourian, Elizabeth, Erus, Guray, Nasrallah, Ilya, Launer, Lenore J., Rashid, Tanweer, Bilgel, Murat, Fan, Yong, Toledo, Jon B., Yaffe, Kristine, Sotiras, Aristeidis, Srinivasan, Dhivya, Espeland, Mark, Masters, Colin, Maruff, Paul, Fripp, Jurgen, Völzk, Henry, Johnson, Sterling C., Morris, John C., Albert, Marilyn S., Miller, Michael I., Bryan, R. Nick, Grabe, Hans J., Resnick, Susan M., Wolk, David A., Davatzikos, Christos

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Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth von Satterthwaite, Theodore D., Wolf, Daniel H., Ruparel, Kosha, Erus, Guray, Elliott, Mark A., Eickhoff, Simon B., Gennatas, Efstathios D., Jackson, Chad, Prabhakaran, Karthik, Smith, Alex, Hakonarson, Hakon, Verma, Ragini, Davatzikos, Christos, Gur, Raquel E., Gur, Ruben C.

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Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease von Bao, Jingxuan, Wen, Junhao, Wen, Zixuan, Yang, Shu, Cui, Yuhan, Yang, Zhijian, Erus, Guray, Saykin, Andrew J., Long, Qi, Davatzikos, Christos, Shen, Li

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Functional maturation of the executive system during adolescence von Satterthwaite, Theodore D, Wolf, Daniel H, Erus, Guray, Ruparel, Kosha, Elliott, Mark A, Gennatas, Efstathios D, Hopson, Ryan, Jackson, Chad, Prabhakaran, Karthik, Bilker, Warren B, Calkins, Monica E, Loughead, James, Smith, Alex, Roalf, David R, Hakonarson, Hakon, Verma, Ragini, Davatzikos, Christos, Gur, Ruben C, Gur, Raquel E

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Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory von Cooper, C'iana P., Shafer, Andrea T., Armstrong, Nicole M., An, Yang, Erus, Guray, Davatzikos, Christos, Ferrucci, Luigi, Rapp, Peter R., Resnick, Susan M.

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Impact of puberty on the evolution of cerebral perfusion during adolescence von Satterthwaite, Theodore D., Shinohara, Russell T., Wolf, Daniel H., Hopson, Ryan D., Elliott, Mark A., Vandekar, Simon N., Ruparel, Kosha, Calkins, Monica E., Roalf, David R., Gennatas, Efstathios D., Jackson, Chad, Erus, Guray, Prabhakaran, Karthik, Davatzikos, Christos, Detre, John A., Hakonarson, Hakon, Gur, Ruben C., Gur, Raquel E.

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The genetic architecture of multimodal human brain age von Wen, Junhao, Zhao, Bingxin, Yang, Zhijian, Erus, Guray, Skampardoni, Ioanna, Mamourian, Elizabeth, Cui, Yuhan, Hwang, Gyujoon, Bao, Jingxuan, Boquet-Pujadas, Aleix, Zhou, Zhen, Veturi, Yogasudha, Ritchie, Marylyn D., Shou, Haochang, Thompson, Paul M., Shen, Li, Toga, Arthur W., Davatzikos, Christos

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Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study von Zhou, Zhen, Li, Hongming, Srinivasan, Dhivya, Abdulkadir, Ahmed, Nasrallah, Ilya M., Wen, Junhao, Doshi, Jimit, Erus, Guray, Mamourian, Elizabeth, Bryan, Nick R., Wolk, David A., Beason-Held, Lori, Resnick, Susan M., Satterthwaite, Theodore D., Davatzikos, Christos, Shou, Haochang, Fan, Yong

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Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network von Haight, Thaddeus J., Bryan, R. Nick, Erus, Guray, Davatzikos, Christos, Jacobs, David R., D'Esposito, Mark, Lewis, Cora E., Launer, Lenore J.

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Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering von Yang, Zhijian, Wen, Junhao, Abdulkadir, Ahmed, Cui, Yuhan, Erus, Guray, Mamourian, Elizabeth, Melhem, Randa, Srinivasan, Dhivya, Govindarajan, Sindhuja T., Chen, Jiong, Habes, Mohamad, Masters, Colin L., Maruff, Paul, Fripp, Jurgen, Ferrucci, Luigi, Albert, Marilyn S., Johnson, Sterling C., Morris, John C., LaMontagne, Pamela, Marcus, Daniel S., Benzinger, Tammie L. S., Wolk, David A., Shen, Li, Bao, Jingxuan, Resnick, Susan M., Shou, Haochang, Nasrallah, Ilya M., Davatzikos, Christos

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Brain age and Alzheimer's-like atrophy are domain-specific predictors of cognitive impairment in Parkinson's disease von Charissé, Daniel, Erus, Guray, Pomponio, Raymond, Gorges, Martin, Schmidt, Nele, Schneider, Christine, Liepelt-Scarfone, Inga, Riedel, Oliver, Reetz, Kathrin, Schulz, Jörg B., Berg, Daniela, Storch, Alexander, Witt, Karsten, Dodel, Richard, Kalbe, Elke, Kassubek, Jan, Hilker-Roggendorf, Rüdiger, Baudrexel, Simon

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