Machine learning to detect signatures of disease in liquid biopsies - a user's guide von Ko, Jina, Baldassano, Steven N, Loh, Po-Ling, Kording, Konrad, Litt, Brian, Issadore, David

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Crowdsourcing seizure detection: algorithm development and validation on human implanted device recordings von Baldassano, Steven N, Brinkmann, Benjamin H, Ung, Hoameng, Blevins, Tyler, Conrad, Erin C, Leyde, Kent, Cook, Mark J, Khambhati, Ankit N, Wagenaar, Joost B, Worrell, Gregory A, Litt, Brian

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Topological distortion and reorganized modular structure of gut microbial co-occurrence networks in inflammatory bowel disease von Baldassano, Steven N., Bassett, Danielle S.

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Simulated diagnostic performance of low-field MRI: Harnessing open-access datasets to evaluate novel devices von Arnold, T. Campbell, Baldassano, Steven N., Litt, Brian, Stein, Joel M.

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A Full-Stack Application for Detecting Seizures and Reducing Data During Continuous Electroencephalogram Monitoring von Bernabei, John M, Owoputi, Olaoluwa, Small, Shyon D, Nyema, Nathaniel T, Dumenyo, Elom, Kim, Joongwon, Baldassano, Steven N, Painter, Christopher, Conrad, Erin C, Ganguly, Taneeta M, Balu, Ramani, Davis, Kathryn A, Levine, Joshua M, Pathmanathan, Jay, Litt, Brian

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Intracranial EEG fluctuates over months after implanting electrodes in human brain von Ung, Hoameng, Baldassano, Steven N, Bink, Hank, Krieger, Abba M, Williams, Shawniqua, Vitale, Flavia, Wu, Chengyuan, Freestone, Dean, Nurse, Ewan, Leyde, Kent, Davis, Kathryn A, Cook, Mark, Litt, Brian

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Extracting seizure frequency from epilepsy clinic notes: a machine reading approach to natural language processing von Xie, Kevin, Gallagher, Ryan S, Conrad, Erin C, Garrick, Chadric O, Baldassano, Steven N, Bernabei, John M, Galer, Peter D, Ghosn, Nina J, Greenblatt, Adam S, Jennings, Tara, Kornspun, Alana, Kulick-Soper, Catherine V, Panchal, Jal M, Pattnaik, Akash R, Scheid, Brittany H, Wei, Danmeng, Weitzman, Micah, Muthukrishnan, Ramya, Kim, Joongwon, Litt, Brian, Ellis, Colin A, Roth, Dan

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Can antiepileptic efficacy and epilepsy variables be studied from electronic health records? A review of current approaches von Decker, Barbara M., Hill, Chloé E., Baldassano, Steven N., Khankhanian, Pouya

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Big data in status epilepticus von Baldassano, Steven N., Hill, Chloé E., Shankar, Arjun, Bernabei, John, Khankhanian, Pouya, Litt, Brian

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Model-based design for seizure control by stimulation von Ashourvan, Arian, Pequito, Sérgio, Khambhati, Ankit N, Mikhail, Fadi, Baldassano, Steven N, Davis, Kathryn A, Lucas, Timothy H, Vettel, Jean M, Litt, Brian, Pappas, George J, Bassett, Danielle S

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IRIS: A Modular Platform for Continuous Monitoring and Caretaker Notification in the Intensive Care Unit von Baldassano, Steven N., Roberson, Shawniqua Williams, Balu, Ramani, Scheid, Brittany, Bernabei, John M., Pathmanathan, Jay, Oommen, Brian, Leri, Damien, Echauz, Javier, Gelfand, Michael, Bhalla, Paulomi Kadakia, Hill, Chloe E., Christini, Amanda, Wagenaar, Joost B., Litt, Brian

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Dynamics of Lipid Biosynthesis and Redistribution in the Marine Diatom Phaeodactylum tricornutum Under Nitrate Deprivation von Burrows, Elizabeth H., Bennette, Nicholas B., Carrieri, Damian, Dixon, Joseph L., Brinker, Anita, Frada, Miguel, Baldassano, Steven N., Falkowski, Paul G., Dismukes, G. Charles

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RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring von Bernabei, John M, Owoputi, Olaoluwa, Small, Shyon D, Nyema, Nathaniel T, Dumenyo, Elom, Kim, Joongwon, Baldassano, Steven N, Painter, Christopher, Conrad, Erin C, Ganguly, Taneeta M, Balu, Ramani, Davis, Kathryn A, Pathmanathan, Jay, Litt, Brian

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Real-time seizure prediction informed by hidden markov model event states von Wulsin, Drausin, Baldassano, Steven N, Fox, Emily, Litt, Brian

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Parsing spatiotemporal dynamical stability in ECoG during seizure onset, propagation, and termination von Ashourvan, Arian, Pequito, Sérgio, Khambhati, Ankit N, Baldassano, Steven N, Davis, Kathryn A, Lucas, Timothy, Vettel, Jean M, Litt, Brian, Pappas, George J, Bassett, Danielle S

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REAL-TIME SEIZURE PREDICTION INFORMED BY HIDDEN MARKOV MODEL EVENT STATES von Baldassano Steven N, Fox Emily, Litt Brian, Wulsin Drausin

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RAMSES: A full-stack application for detecting seizures and reducing data during continuous EEG monitoring von Bernabei, John M, Owoputi, Olaoluwa, Small, Shyon D, Nyema, Nathaniel T, Dumenyo, Elom, Kim, Joongwon, Baldassano, Steven N, Painter, Christopher, Conrad, Erin C, Ganguly, Taneeta M, Balu, Ramani, Davis, Kathryn A, Pathmanathan, Jay, Litt, Brian

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Parsing spatiotemporal dynamical stability in ECoG during seizure onset, propagation, and termination von Ashourvan, Arian, Pequito, Sérgio, Khambhati, Ankit N, Baldassano, Steven N, Davis, Kathryn A, Lucas, Timothy, Vettel, Jean M, Litt, Brian, Pappas, George J, Bassett, Danielle S

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Canine Epilepsy Dataset von B. Gardner, Andrew, N. Khambhati, Ankit, H. Brinkmann, Benjamin, K. Sturges, Beverly, Litt, Brian, H. Vite, Charles, Wulsin, Drausin, Fox, Emily, C. Conrad, Erin, Worrell, Gregory, Ung, Hoameng, J. McDonnell, John, Wagenaar, Joost, A. Davis, Kathryn, Leyde, Kent, J. Cook, Mark, Patterson, Ned, N. Baldassano, Steven, Blevins, Tyler, Ruedebusch, Vanessa, Douglas Sheffield, W.

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Prediction of complicated disease course for children newly diagnosed with Crohn's disease: a multicentre inception cohort study von Kugathasan, Subra, Dr, Denson, Lee A, MD, Walters, Thomas D, MD, Kim, Mi-Ok, PhD, Marigorta, Urko M, PhD, Schirmer, Melanie, PhD, Mondal, Kajari, PhD, Liu, Chunyan, MS, Griffiths, Anne, MD, Noe, Joshua D, MD, Crandall, Wallace V, MD, Snapper, Scott, MD, Rabizadeh, Shervin, MD, Rosh, Joel R, MD, Shapiro, Jason M, MD, Guthery, Stephen, MD, Mack, David R, MD, Kellermayer, Richard, MD, Kappelman, Michael D, MD, Steiner, Steven, MD, Moulton, Dedrick E, MD, Keljo, David, MD, Cohen, Stanley, MD, Oliva-Hemker, Maria, MD, Heyman, Melvin B, MD, Otley, Anthony R, MD, Baker, Susan S, MD, Evans, Jonathan S, MD, Kirschner, Barbara S, MD, Patel, Ashish S, MD, Ziring, David, MD, Trapnell, Bruce C, MD, Sylvester, Francisco A, MD, Stephens, Michael C, MD, Baldassano, Robert N, MD, Markowitz, James F, MD, Cho, Judy, MD, Xavier, Ramnik J, MD, Huttenhower, Curtis, PhD, Aronow, Bruce J, PhD, Gibson, Greg, PhD, Hyams, Jeffrey S, MD, Dubinsky, Marla C, MD

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