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Gradient boosted decision trees reveal nuances of auditory discrimination behavior
Griffiths, Carla S., Lebert, Jules M., Sollini, Joseph, Bizley, Jennifer K.
Published in PLoS computational biology (01.04.2024)
Published in PLoS computational biology (01.04.2024)
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Journal Article
Prediction of illness remission in patients with Obsessive-Compulsive Disorder with supervised machine learning
Grassi, Massimiliano, Rickelt, Judith, Caldirola, Daniela, Eikelenboom, Merijn, van Oppen, Patricia, Dumontier, Michel, Perna, Giampaolo, Schruers, Koen
Published in Journal of affective disorders (01.01.2022)
Published in Journal of affective disorders (01.01.2022)
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Journal Article
Predicting Early Onset of Age-Related Macular Degeneration: A Machine Learning Approach
Wu, Ethan, Hasan, Nasiq, Vupparaboina, Sharat, Jiang, Jessica, Du, Katherine, DeCicco, Joseph, Sadeghi, Elham, Zhang, Michelle, Vupparaboina, Kiran Kumar, Bollepalli, Sandeep Chandra, Eller, Andrew W., Sahel, José-Alain, Chhablani, Jay
Published in American journal of ophthalmology (01.11.2025)
Published in American journal of ophthalmology (01.11.2025)
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Journal Article
A Novel Artificial-Intelligence-Based Approach for Classification of Parkinson’s Disease Using Complex and Large Vocal Features
Nijhawan, Rahul, Kumar, Mukul, Arya, Sahitya, Mendirtta, Neha, Kumar, Sunil, Towfek, S. K., Khafaga, Doaa Sami, Alkahtani, Hend K., Abdelhamid, Abdelaziz A.
Published in Biomimetics (Basel, Switzerland) (01.08.2023)
Published in Biomimetics (Basel, Switzerland) (01.08.2023)
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Journal Article
Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging
Petrov, Dmitry, Gutman, Boris A., Yu, Shih-Hua (Julie), Alpert, Kathryn, Zavaliangos-Petropulu, Artemis, Isaev, Dmitry, Turner, Jessica A., van Erp, Theo G. M., Wang, Lei, Schmaal, Lianne, Veltman, Dick, Thompson, Paul M.
Published in Machine Learning in Medical Imaging (01.01.2017)
Published in Machine Learning in Medical Imaging (01.01.2017)
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Book Chapter
Journal Article
Personality Traits Classification on Twitter
Kumar, K. N. Pavan, Gavrilova, Marina L.
Published in IEEE International Conference on Advanced Video and Signal Based Surveillance (Online) (01.09.2019)
Published in IEEE International Conference on Advanced Video and Signal Based Surveillance (Online) (01.09.2019)
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Conference Proceeding
Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging
Petrov, Dmitry, Gutman, Boris A, Shih-Hua, Yu, van Erp, Theo G. M, Turner, Jessica A, Schmaal, Lianne, Veltman, Dick, Wang, Lei, Alpert, Kathryn, Isaev, Dmitry, Zavaliangos-Petropulu, Artemis, Ching, Christopher R. K, Calhoun, Vince, Glahn, David, Satterthwaite, Theodore D, Andreasen, Ole Andreas, Borgwardt, Stefan, Howells, Fleur, Groenewold, Nynke, Voineskos, Aristotle, Radua, Joaquim, Potkin, Steven G, Crespo-Facorro, Benedicto, Tordesillas-Gutierrez, Diana, Shen, Li, Lebedeva, Irina, Spalletta, Gianfranco, Donohoe, Gary, Kochunov, Peter, Rosa, Pedro G. P, James, Anthony, Dannlowski, Udo, Baune, Bernhard T, Aleman, Andre, Gotlib, Ian H, Walter, Henrik, Walter, Martin, Soares, Jair C, Ehrlich, Stefan, Gur, Ruben C, Doan, N. Trung, Agartz, Ingrid, Westlye, Lars T, Harrisberger, Fabienne, Riecher-Rossler, Anita, Uhlmann, Anne, Stein, Dan J, Dickie, Erin W, Pomarol-Clotet, Edith, Fuentes-Claramonte, Paola, Canales-Rodriguez, Erick Jorge, Salvador, Raymond, Huang, Alexander J, Roiz-Santianez, Roberto, Cong, Shan, Tomyshev, Alexander, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Ciullo, Valentina, Hong, Elliot, Busatto, Geraldo, Zanetti, Marcus V, Serpa, Mauricio H, Cervenka, Simon, Kelly, Sinead, Grotegerd, Dominik, Sacchet, Matthew D, Veer, Ilya M, Li, Meng, Wu, Mon-Ju, Irungu, Benson, Walton, Esther, Thompson, Paul M
Year of Publication 19.07.2017
Year of Publication 19.07.2017
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Journal Article
Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging
Petrov, Dmitry M, Gutman, Boris A, Shih-Hua (Julie) Yu, Theo G M Van Erp, Turner, Jessica A, Schmaal, Lianne, Veltman, Dick, Wang, Lei, Alpert, Kathryn, Isaev, Dmitry, Zavaliangos-Petropulu, Artemis, Ching, Christopher R K, Calhoun, Vince, Glahn, David, Sattertwaite, Ted, Andreasen, Ole Andreas, Borgwardt, Stefan, Howells, Fleur, Groenewold, Nynke, Voineskos, Aristotle, Radua, Joaquim, Potkin, Steven G, Crespo-Facorro, Benedicto, Tordesillas-Gutierrez, Diana, Shen, Li, Lebedeva, Irina, Spalletta, Gianfranco, Donohoe, Gary, Kochunov, Peter, Rosa, Pedro G P, Anthony, James, Dannlowski, Udo, Baune, Bernhardt T, Aleman, Andre, Gotlib, Ian H, Walter, Henrik, Martin, Walter, Soares, Jair C, Gur, Ruben C, Doan, N Trung, Agartz, Ingrid, Westlye, Lars T, Harrisberger, Fabienne, Anita Riecher-R ssler, Uhlmann, Anne, Stein, Dan J, Dickie, Erin W, Pomarol-Clotet, Edith, Fuentes-Claramonte, Paola, Canales-Rodriguez, Erick Jotge, Salvador, Raymond, Huang, Alexander J, Roiz-Santianez, Roberto, Cong, Shan, Tomyshev, Alexander, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Ciullo, Valentina, Hong, Elliot, Busatto, Geraldo, Zanetti, Marcus V, Serpa, Mauricio H, Cervenka, Simon, Kelly, Sinead, Grotegerd, Dominik, Sacchet, Matthew D, Veer, Ilya M, Li, Meng, Mon-Ju Wu, Benson Irungu, Thompson, Paul M
Published in bioRxiv (21.07.2017)
Published in bioRxiv (21.07.2017)
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Paper
Publication
Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging
Petrov, Dmitry, Gutman, Boris A, Shih-Hua, Yu, Theo G M van Erp, Turner, Jessica A, Schmaal, Lianne, Veltman, Dick, Wang, Lei, Alpert, Kathryn, Isaev, Dmitry, Zavaliangos-Petropulu, Artemis, Ching, Christopher R K, Calhoun, Vince, Glahn, David, Satterthwaite, Theodore D, Andreasen, Ole Andreas, Borgwardt, Stefan, Howells, Fleur, Groenewold, Nynke, Voineskos, Aristotle, Radua, Joaquim, Potkin, Steven G, Crespo-Facorro, Benedicto, Tordesillas-Gutierrez, Diana, Shen, Li, Lebedeva, Irina, Spalletta, Gianfranco, Donohoe, Gary, Kochunov, Peter, Rosa, Pedro G P, Anthony, James, Dannlowski, Udo, Baune, Bernhard T, Aleman, Andre, Gotlib, Ian H, Walter, Henrik, Martin, Walter, Soares, Jair C, Ehrlich, Stefan, Gur, Ruben C, Doan, N Trung, Agartz, Ingrid, Westlye, Lars T, Harrisberger, Fabienne, Riecher-Rossler, Anita, Uhlmann, Anne, Stein, Dan J, Dickie, Erin W, Pomarol-Clotet, Edith, Fuentes-Claramonte, Paola, Canales-Rodriguez, Erick Jorge, Salvador, Raymond, Huang, Alexander J, Roiz-Santianez, Roberto, Cong, Shan, Tomyshev, Alexander, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Ciullo, Valentina, Hong, Elliot, Busatto, Geraldo, Zanetti, Marcus V, Serpa, Mauricio H, Cervenka, Simon, Kelly, Sinead, Grotegerd, Dominik, Sacchet, Matthew D, Veer, Ilya M, Li, Meng, Mon-Ju Wu, Benson Irungu, Walton, Esther, Thompson, Paul M
Published in arXiv.org (07.08.2017)
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Published in arXiv.org (07.08.2017)
Paper
What Factors Are Most Closely Associated With Mood Disorders in Adolescents During the COVID-19 Pandemic? A Cross-Sectional Study Based on 1,771 Adolescents in Shandong Province, China
Ren, Ziyuan, Xin, Yaodong, Wang, Zhonglin, Liu, Dexiang, Ho, Roger C. M., Ho, Cyrus S. H.
Published in Frontiers in psychiatry (16.09.2021)
Published in Frontiers in psychiatry (16.09.2021)
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Journal Article