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Identification of an inflammation-associated psychosis onset subgroup by applying unsupervised machine learning to whole-blood expression levels of immune gene transcripts
Enrico, Paolo, Delvecchio, Giuseppe, Turtulici, Nunzio, Aronica, Rosario, Pigoni, Alessandro, Squarcina, Letizia, Villa, Filippo M., Perlini, Cinzia, Rossetti, Maria G., Bellani, Marcella, Lasalvia, Antonio, Bonetto, Chiara, Scocco, Paolo, D'Agostino, Armando, Torresani, Stefano, Imbesi, Massimiliano, Bellini, Francesca, Veronese, Angelo, Bocchio-Chiavetto, Luisella, Gennarelli, Massimo, Balestrieri, Matteo, Colombo, Gualtiero I., Finardi, Annamaria, Ruggeri, Mirella, Furlan, Roberto, Brambilla, Paolo
Published in Journal of affective disorders reports (01.04.2023)
Published in Journal of affective disorders reports (01.04.2023)
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Applying unsupervised machine learning for the detection of shading on a portfolio of commercial roof-top power plants in Germany
Holland, Nicolas, Kiefer, Klaus, Reise, Christian, Filho, E.A. Sarquis, Kollosch, Bernd, Muller, Bjorn
Published in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC) (05.06.2022)
Published in 2022 IEEE 49th Photovoltaics Specialists Conference (PVSC) (05.06.2022)
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Investigating the Correspondence of Clinical Diagnostic Grouping With Underlying Neurobiological and Phenotypic Clusters Using Unsupervised Machine Learning
Zhao, Xinyu, Rangaprakash, D., Yuan, Bowen, Denney Jr, Thomas S., Katz, Jeffrey S., Dretsch, Michael N., Deshpande, Gopikrishna
Published in Frontiers in applied mathematics and statistics (01.09.2018)
Published in Frontiers in applied mathematics and statistics (01.09.2018)
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Plasma metabolite based clustering of breast cancer survivors and identification of dietary and health related characteristics: an application of unsupervised machine learning
Ga-Eun Yie, Woojin Kyeong, Sihan Song, Zisun Kim, Hyun Jo Youn, Jihyoung Cho, Jun Won Min, Yoo Seok Kim, Jung Eun Lee
Published in Nutrition research and practice (2025)
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Published in Nutrition research and practice (2025)
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Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity
Subramanian, Sandya, Tseng, Bryan, Barbieri, Riccardo, Brown, Emery N
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
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Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex
Han, Kuan, Wen, Haiguang, Shi, Junxing, Lu, Kun-Han, Zhang, Yizhen, Fu, Di, Liu, Zhongming
Published in NeuroImage (Orlando, Fla.) (01.09.2019)
Published in NeuroImage (Orlando, Fla.) (01.09.2019)
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Cortical surface registration using unsupervised learning
Cheng, Jieyu, Dalca, Adrian V., Fischl, Bruce, Zöllei, Lilla
Published in NeuroImage (Orlando, Fla.) (01.11.2020)
Published in NeuroImage (Orlando, Fla.) (01.11.2020)
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Representation learning of resting state fMRI with variational autoencoder
Kim, Jung-Hoon, Zhang, Yizhen, Han, Kuan, Wen, Zheyu, Choi, Minkyu, Liu, Zhongming
Published in NeuroImage (Orlando, Fla.) (01.11.2021)
Published in NeuroImage (Orlando, Fla.) (01.11.2021)
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Abdominal multi-organ segmentation from CT images using conditional shape–location and unsupervised intensity priors
Okada, Toshiyuki, Linguraru, Marius George, Hori, Masatoshi, Summers, Ronald M., Tomiyama, Noriyuki, Sato, Yoshinobu
Published in Medical image analysis (01.12.2015)
Published in Medical image analysis (01.12.2015)
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Cross-Subject Seizure Detection via Unsupervised Domain-Adaptation
Wang, Shuai, Feng, Hailing, Lv, Hongbin, Nie, Chenxi, Feng, Wenqian, Peng, Hao, Zhang, Lin, Zhao, Yanna
Published in International journal of neural systems (01.10.2024)
Published in International journal of neural systems (01.10.2024)
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Regularized siamese neural network for unsupervised outlier detection on brain multiparametric magnetic resonance imaging: Application to epilepsy lesion screening
Alaverdyan, Zaruhi, Jung, Julien, Bouet, Romain, Lartizien, Carole
Published in Medical image analysis (01.02.2020)
Published in Medical image analysis (01.02.2020)
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