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Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
Salvador, Raymond, Radua, Joaquim, Canales-Rodríguez, Erick J., Solanes, Aleix, Sarró, Salvador, Goikolea, José M., Valiente, Alicia, Monté, Gemma C., Natividad, María del Carmen, Guerrero-Pedraza, Amalia, Moro, Noemí, Fernández-Corcuera, Paloma, Amann, Benedikt L., Maristany, Teresa, Vieta, Eduard, McKenna, Peter J., Pomarol-Clotet, Edith
Published in PloS one (20.04.2017)
Published in PloS one (20.04.2017)
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Journal Article
High Throughput Blood Analysis Based on Deep Learning Algorithm and Self‐Positioning Super‐Hydrophobic SERS Platform for Non‐Invasive Multi‐Disease Screening
Lin, Xueliang, Lin, Duo, Chen, Yang, Lin, Jincheng, Weng, Shuyun, Song, Jibin, Feng, Shangyuan
Published in Advanced functional materials (01.12.2021)
Published in Advanced functional materials (01.12.2021)
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Journal Article
Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks
Marzban, Eman N., Eldeib, Ayman M., Yassine, Inas A., Kadah, Yasser M.
Published in PloS one (24.03.2020)
Published in PloS one (24.03.2020)
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Journal Article
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA
Radua, Joaquim, Vieta, Eduard, Shinohara, Russell, Kochunov, Peter, Quidé, Yann, Green, Melissa J., Weickert, Cynthia S., Weickert, Thomas, Bruggemann, Jason, Kircher, Tilo, Nenadić, Igor, Cairns, Murray J., Seal, Marc, Henskens, Frans, Fullerton, Janice M., Mowry, Bryan, Pantelis, Christos, Lenroot, Rhoshel, Cropley, Vanessa, Loughland, Carmel, Scott, Rodney, Wolf, Daniel, Satterthwaite, Theodore D., Tan, Yunlong, Sim, Kang, Spalletta, Gianfranco, Banaj, Nerisa, Pomarol-Clotet, Edith, Solanes, Aleix, Albajes-Eizagirre, Anton, Canales-Rodríguez, Erick J., Sarro, Salvador, Bertolino, Alessandro, Stäblein, Michael, Oertel, Viola, Knöchel, Christian, Borgwardt, Stefan, Yun, Je-Yeon, Kwon, Jun Soo, Dannlowski, Udo, Hahn, Tim, Grotegerd, Dominik, Alloza, Clara, Arango, Celso, Janssen, Joost, Jiang, Wenhao, Ehrlich, Stefan, Yang, Kun, Cascella, Nicola G., Takayanagi, Yoichiro, Sawa, Akira, Tomyshev, Alexander, Lebedeva, Irina, Kaleda, Vasily, Kirschner, Matthias, Hoschl, Cyril, Tomecek, David, Skoch, Antonin, van Amelsvoort, Therese, James, Anthony, Preda, Adrian, Weideman, Andrea, Stein, Dan J., Howells, Fleur, Uhlmann, Anne, Temmingh, Henk, López-Jaramillo, Carlos, Díaz-Zuluaga, Ana, Fortea, Lydia, Martinez-Heras, Eloy, Solana, Elisabeth, Llufriu, Sara, Jahanshad, Neda, Thompson, Paul, Turner, Jessica, van Erp, Theo, Glahn, David, Pearlson, Godfrey, Hong, Elliot, Carr, Vaughan, Tooney, Paul, Cooper, Gavin, Rasser, Paul, Michie, Patricia, Catts, Stanley, Gur, Raquel, Gur, Ruben, Yang, Fude, Fan, Fengmei, Chen, Jingxu, Guo, Hua, Wang, Zhiren, Xiang, Hong, Piras, Federica, Assogna, Francesca, Salvador, Raymond, Bonvino, Aurora, King, Margaret, Nguyen, Dana, Pineda-Zapata, Julian
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
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Journal Article
Claims-based algorithms for common chronic conditions were efficiently constructed using machine learning methods
Hara, Konan, Kobayashi, Yasuki, Tomio, Jun, Ito, Yuki, Svensson, Thomas, Ikesu, Ryo, Chung, Ung-il, Svensson, Akiko Kishi
Published in PloS one (27.09.2021)
Published in PloS one (27.09.2021)
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Journal Article
Biocomposite’s Multiple Uses for a New Approach in the Diagnosis of Parkinson’s Disease Using a Machine Learning Algorithm
Al-Husban, Abdallah, Abdulridha, Mustafa Mahdi, Mohamad, A. A. Hamad, Ibrahim, Abdelrahman Mohamed
Published in Adsorption science & technology (2022)
Published in Adsorption science & technology (2022)
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Journal Article
Functional connectivity of white matter as a biomarker of cognitive decline in Alzheimer’s disease
Gao, Yurui, Sengupta, Anirban, Li, Muwei, Zu, Zhongliang, Rogers, Baxter P., Anderson, Adam W., Ding, Zhaohua, Gore, John C.
Published in PloS one (16.10.2020)
Published in PloS one (16.10.2020)
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Journal Article
Metabolic syndrome predictive modelling in Bangladesh applying machine learning approach
Hossain, Md Farhad, Hossain, Shaheed, Akter, Mst. Nira, Nahar, Ainur, Liu, Bowen, Faruque, Md Omar
Published in PloS one (05.09.2024)
Published in PloS one (05.09.2024)
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Journal Article
Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases
Casanova, Ramon, Barnard, Ryan T., Gaussoin, Sarah A., Saldana, Santiago, Hayden, Kathleen M., Manson, JoAnn E., Wallace, Robert B., Rapp, Stephen R., Resnick, Susan M., Espeland, Mark A., Chen, Jiu-Chiuan
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article
Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data
Munsell, Brent C., Wee, Chong-Yaw, Keller, Simon S., Weber, Bernd, Elger, Christian, da Silva, Laura Angelica Tomaz, Nesland, Travis, Styner, Martin, Shen, Dinggang, Bonilha, Leonardo
Published in NeuroImage (Orlando, Fla.) (01.09.2015)
Published in NeuroImage (Orlando, Fla.) (01.09.2015)
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Journal Article
Performance improvement of machine learning techniques predicting the association of exacerbation of peak expiratory flow ratio with short term exposure level to indoor air quality using adult asthmatics clustered data
Bae, Wan D., Kim, Sungroul, Park, Choon-Sik, Alkobaisi, Shayma, Lee, Jongwon, Seo, Wonseok, Park, Jong Sook, Park, Sujung, Lee, Sangwoon, Lee, Jong Wook
Published in PloS one (07.01.2021)
Published in PloS one (07.01.2021)
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Journal Article
Detection of Lesions Underlying Intractable Epilepsy on T1-Weighted MRI as an Outlier Detection Problem
El Azami, Meriem, Hammers, Alexander, Jung, Julien, Costes, Nicolas, Bouet, Romain, Lartizien, Carole
Published in PloS one (07.09.2016)
Published in PloS one (07.09.2016)
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Journal Article