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Individualized Seizure Cluster Prediction Using Machine Learning and Chronic Ambulatory Intracranial EEG Saboo, Krishnakant V.; Cao, Yurui; Kremen, Vaclav; Sladky, Vladimir; Gregg, Nicholas M.; Arnold, Paul M.; Karoly, Philippa J.; Freestone, Dean R.; Cook, Mark J.; Worrell, Gregory A.; Iyer, Ravishankar K. Share Save
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Stool microbiota are superior to saliva in distinguishing cirrhosis and hepatic encephalopathy using machine learning Saboo, Krishnakant; Petrakov, Nikita, V; Shamsaddini, Amirhossein; Fagan, Andrew; Gavis, Edith A.; Sikaroodi, Masoumeh; McGeorge, Sara; Gillevet, Patrick M.; Iyer, Ravishankar K.; Bajaj, Jasmohan S. Share Save
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Prediction of short-term antidepressant response using probabilistic graphical models with replication across multiple drugs and treatment settings Athreya, Arjun P.; Bruckl, Tanja; Binder, Elisabeth B.; Rush, A. John; Biernacka, Joanna; Frye, Mark A.; Neavin, Drew; Skime, Michelle; Monrad, Ditlev; Iyer, Ravishankar K.; Mayes, Taryn; Trivedi, Madhukar; Carter, Rickey E.; Wang, Liewei; Weinshilboum, Richard M.; Croarkin, Paul E.; Bobo, William, V Share Save
Sex is associated with differences in gut microbial composition and function in hepatic encephalopathy Saboo, Krishnakant; Shamsaddini, Amirhossein; Iyer, Mihir V.; Hu, Chang; Fagan, Andrew; Gavis, Edith A.; White, Melanie B.; Fuchs, Michael; Heuman, Douglas M.; Sikaroodi, Masoumeh; Iyer, Ravishankar K.; Gillevet, Patrick M.; Bajaj, Jasmohan S. Share Save
Low Predictability of Readmissions and Death Using Machine Learning in Cirrhosis Hu, Chang; Anjur, Vikram; Saboo, Krishnakant; Reddy, K. Rajender; O'Leary, Jacqueline; Tandon, Puneeta; Wong, Florence; Garcia-Tsao, Guadalupe; Kamath, Patrick S.; Lai, Jennifer C.; Biggins, Scott W.; Fallon, Michael B.; Thuluvath, Paul; Subramanian, Ram M.; Maliakkal, Benedict; Vargas, Hugo; Thacker, Leroy R.; Iyer, Ravishankar K.; Bajaj, Jasmohan S. Share Save
Unsupervised machine-learning classification of electrophysiologically active electrodes during human cognitive task performance Saboo, Krishnakant V.; Varatharajah, Yogatheesan; Berry, Brent M.; Kremen, Vaclav; Sperling, Michael R.; Davis, Kathryn A.; Jobst, Barbara C.; Gross, Robert E.; Lega, Bradley; Sheth, Sameer A.; Worrell, Gregory A.; Iyer, Ravishankar K.; Kucewicz, Michal T. Share Save
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Pharmacogenomics-Driven Prediction of Antidepressant Treatment Outcomes: A Machine-Learning Approach With Multi-trial Replication Athreya, Arjun P.; Neavin, Drew; Carrillo-Roa, Tania; Skime, Michelle; Biernacka, Joanna; Frye, Mark A.; Rush, A. John; Wang, Liewei; Binder, Elisabeth B.; Iyer, Ravishankar K.; Weinshilboum, Richard M.; Bobo, William V. Share Save
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Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics Liu, Duan; Ray, Balmiki; Neavin, Drew R.; Zhang, Jiabin; Athreya, Arjun P.; Biernacka, Joanna M.; Bobo, William V.; Hall-Flavin, Daniel K.; Skime, Michelle K.; Zhu, Hongjie; Jenkins, Gregory D.; Batzler, Anthony; Kalari, Krishna R.; Boakye-Agyeman, Felix; Matson, Wayne R.; Bhasin, Swati S.; Mushiroda, Taisei; Nakamura, Yusuke; Kubo, Michiaki; Iyer, Ravishankar K.; Wang, Liewei; Frye, Mark A.; Kaddurah-Daouk, Rima; Weinshilboum, Richard M. Share Save
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