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Machine-learning based lipid mediator serum concentration patterns allow identification of multiple sclerosis patients with high accuracy
Lötsch, Jörn, Schiffmann, Susanne, Schmitz, Katja, Brunkhorst, Robert, Lerch, Florian, Ferreiros, Nerea, Wicker, Sabine, Tegeder, Irmgard, Geisslinger, Gerd, Ultsch, Alfred
Published in Scientific reports (05.10.2018)
Published in Scientific reports (05.10.2018)
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Learning to decode human emotions with Echo State Networks
Bozhkov, Lachezar, Koprinkova-Hristova, Petia, Georgieva, Petia
Published in Neural networks (01.06.2016)
Published in Neural networks (01.06.2016)
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A machine learning approach on whole blood immunomarkers to identify an inflammation-associated psychosis onset subgroup
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 Molecular psychiatry (01.03.2023)
Published in Molecular psychiatry (01.03.2023)
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The Pediatric Data Science and Analytics Subgroup of the Pediatric Acute Lung Injury and Sepsis Investigators Network: Use of Supervised Machine Learning Applications in Pediatric Critical Care Medicine Research
Heneghan, Julia A, Walker, Sarah B, Fawcett, Andrea, Bennett, Tellen D, Dziorny, Adam C, Sanchez-Pinto, L Nelson, Farris, Reid W D, Winter, Meredith C, Badke, Colleen, Martin, Blake, Brown, Stephanie R, McCrory, Michael C, Ness-Cochinwala, Manette, Rogerson, Colin, Baloglu, Orkun, Harwayne-Gidansky, Ilana, Hudkins, Matthew R, Kamaleswaran, Rishikesan, Gangadharan, Sandeep, Tripathi, Sandeep, Mendonca, Eneida A, Markovitz, Barry P, Mayampurath, Anoop, Spaeder, Michael C
Published in Pediatric critical care medicine (01.04.2024)
Published in Pediatric critical care medicine (01.04.2024)
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Endometriosis Communities on Reddit: Quantitative Analysis
Bologna, Federica, Thalken, Rosamond, Pepin, Kristen, Wilkens, Matthew
Published in Journal of medical Internet research (31.03.2025)
Published in Journal of medical Internet research (31.03.2025)
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Long-term characterization of cognitive phenotypes in children with seizures over 36 months
Eisner, Jordan, Harvey, Danielle, Dunn, David, Jones, Jana, Byars, Anna, Fastenau, Philip, Austin, Joan, Hermann, Bruce, Oyegbile-Chidi, Temitayo
Published in Epilepsy & behavior (01.05.2024)
Published in Epilepsy & behavior (01.05.2024)
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Machine learning can predict disease manifestations and outcomes in lymphangioleiomyomatosis
Chernbumroong, Saisakul, Johnson, Janice, Gupta, Nishant, Miller, Suzanne, McCormack, Francis X., Garibaldi, Jonathan M., Johnson, Simon R.
Published in European Respiratory Journal (01.06.2021)
Published in European Respiratory Journal (01.06.2021)
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Assessment of Fatigue Using Wearable Sensors: A Pilot Study
Luo, Hongyu, Lee, Pierre-Alexandre, Clay, Ieuan, Jaggi, Martin, De Luca, Valeria
Published in Digital biomarkers (26.11.2020)
Published in Digital biomarkers (26.11.2020)
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Modeling Topics in DFA-Based Lemmatized Gujarati Text
Chauhan, Uttam, Shah, Shrusti, Shiroya, Dharati, Solanki, Dipti, Patel, Zeel, Bhatia, Jitendra, Tanwar, Sudeep, Sharma, Ravi, Marina, Verdes, Raboaca, Maria Simona
Published in Sensors (Basel, Switzerland) (01.03.2023)
Published in Sensors (Basel, Switzerland) (01.03.2023)
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Abnormal Brain Connectivity Patterns in Adults with ADHD: A Coherence Study
Sato, João Ricardo, Hoexter, Marcelo Queiroz, Castellanos, Xavier Francisco, Rohde, Luis A.
Published in PloS one (26.09.2012)
Published in PloS one (26.09.2012)
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Characterizing repeater F waves using the compound muscle action potential scan and machine learning techniques
Li, Xiaoyan, Chen, Maoqi, Barkhaus, Paul E., Nandedkar, Sanjeev D., Cierny, Marek, Moore, Caitlin, Zhou, Ping
Published in Neurophysiologie clinique (01.09.2025)
Published in Neurophysiologie clinique (01.09.2025)
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Empowering Data Sharing and Analytics through the Open Data Commons for Traumatic Brain Injury Research
Chou, Austin, Torres-Espín, Abel, Huie, J. Russell, Krukowski, Karen, Lee, Sangmi, Nolan, Amber, Guglielmetti, Caroline, Hawkins, Bridget E., Chaumeil, Myriam M., Manley, Geoffrey T., Beattie, Michael S., Bresnahan, Jacqueline C., Martone, Maryann E., Grethe, Jeffrey S., Rosi, Susanna, Ferguson, Adam R.
Published in Neurotrauma reports (01.04.2022)
Published in Neurotrauma reports (01.04.2022)
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The degenerate coding of psychometric profiles through functional connectivity archetypes
Di Plinio, Simone, Northoff, Georg, Ebisch, Sjoerd
Published in Frontiers in human neuroscience (10.09.2024)
Published in Frontiers in human neuroscience (10.09.2024)
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Machine-learned analysis of the association of next-generation sequencing–based human TRPV1 and TRPA1 genotypes with the sensitivity to heat stimuli and topically applied capsaicin
Kringel, Dario, Geisslinger, Gerd, Resch, Eduard, Oertel, Bruno G., Thrun, Michael C., Heinemann, Sarah, Lötsch, Jörn
Published in Pain (Amsterdam) (01.07.2018)
Published in Pain (Amsterdam) (01.07.2018)
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A-WEAR Bracelet for Detection of Hand Tremor and Bradykinesia in Parkinson’s Patients
Channa, Asma, Ifrim, Rares-Cristian, Popescu, Decebal, Popescu, Nirvana
Published in Sensors (Basel, Switzerland) (02.02.2021)
Published in Sensors (Basel, Switzerland) (02.02.2021)
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Differentiating estuarine dissolved organic matter composition by unsupervised and supervised machine learning
Zhang, Zhe-Xuan, Huguet, Arnaud, Hayet, Zoé, Parlanti, Edith
Published in Water research (Oxford) (15.09.2025)
Published in Water research (Oxford) (15.09.2025)
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