Two-Step Imputation and AdaBoost-Based Classification for Early Prediction of Sepsis on Imbalanced Clinical Data von Baniasadi, Atefeh, Rezaeirad, Sepideh, Zare, Habil, Ghassemi, Mohammad M.

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Cognitive Tomography Reveals Complex, Task-Independent Mental Representations von Houlsby, Neil M.T., Huszár, Ferenc, Ghassemi, Mohammad M., Orbán, Gergő, Wolpert, Daniel M., Lengyel, Máté

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Using a data-driven approach to define post-COVID conditions in US electronic health record data von Andersen, Kathleen M, Khan, Farid L, Park, Peter W, Wiemken, Timothy L, Emir, Birol, Malhotra, Deepa, Alhanai, Tuka, Ghassemi, Mohammad M, McGrath, Leah J

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Real-time extended psychophysiological analysis of financial risk processing von Singh, Manish, Xu, Qingyang, Wang, Sarah J, Hong, Tinah, Ghassemi, Mohammad M, Lo, Andrew W

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Radiomics characterization of tissues in an animal brain tumor model imaged using dynamic contrast enhanced (DCE) MRI von Bagher-Ebadian, Hassan, Brown, Stephen L., Ghassemi, Mohammad M., Nagaraja, Tavarekere N., Movsas, Benjamin, Ewing, James R., Chetty, Indrin J.

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One-year mortality after recovery from critical illness: A retrospective cohort study von Lokhandwala, Sharukh, McCague, Ned, Chahin, Abdullah, Escobar, Braiam, Feng, Mengling, Ghassemi, Mohammad M, Stone, David J, Celi, Leo Anthony

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Dynamic contrast enhanced (DCE) MRI estimation of vascular parameters using knowledge-based adaptive models von Bagher-Ebadian, Hassan, Brown, Stephen L., Ghassemi, Mohammad M., Nagaraja, Tavarekere N., Valadie, Olivia Grahm, Acharya, Prabhu C., Cabral, Glauber, Divine, George, Knight, Robert A., Lee, Ian Y., Xu, Jun H., Movsas, Benjamin, Chetty, Indrin J., Ewing, James R.

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Patient-Specific Sedation Management via Deep Reinforcement Learning von Eghbali, Niloufar, Alhanai, Tuka, Ghassemi, Mohammad M

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Unsupervised EEG Artifact Detection and Correction von Saba-Sadiya, Sari, Chantland, Eric, Alhanai, Tuka, Liu, Taosheng, Ghassemi, Mohammad M

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Machine Learning and Decision Support in Critical Care von Johnson, Alistair E. W., Ghassemi, Mohammad M., Nemati, Shamim, Niehaus, Katherine E., Clifton, David, Clifford, Gari D.

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The International Cardiac Arrest Research Consortium Electroencephalography Database von Amorim, Edilberto, Zheng, Wei-Long, Ghassemi, Mohammad M, Aghaeeaval, Mahsa, Kandhare, Pravinkumar, Karukonda, Vishnu, Lee, Jong Woo, Herman, Susan T, Sivaraju, Adithya, Gaspard, Nicolas, Hofmeijer, Jeannette, van Putten, Michel J A M, Sameni, Reza, Reyna, Matthew A, Clifford, Gari D, Westover, M Brandon

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Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury von Amorim, Edilberto, van der Stoel, Michelle, Nagaraj, Sunil B., Ghassemi, Mohammad M., Jing, Jin, O'Reilly, Una-May, Scirica, Benjamin M., Lee, Jong Woo, Cash, Sydney S., Westover, M. Brandon

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Estimating the False Positive Rate of Absent Somatosensory Evoked Potentials in Cardiac Arrest Prognostication von Amorim, Edilberto, Ghassemi, Mohammad M., Lee, Jong W., Greer, David M., Kaplan, Peter W., Cole, Andrew J., Cash, Sydney S., Bianchi, Matthew T., Westover, M. Brandon

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Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy von Ghassemi, Mohammad M, Amorim, Edilberto, Alhanai, Tuka, Lee, Jong W, Herman, Susan T, Sivaraju, Adithya, Gaspard, Nicolas, Hirsch, Lawrence J, Scirica, Benjamin M, Biswal, Siddharth, Moura Junior, Valdery, Cash, Sydney S, Brown, Emery N, Mark, Roger G, Westover, M Brandon

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Management of Atrial Fibrillation with Rapid Ventricular Response in the Intensive Care Unit: A Secondary Analysis of Electronic Health Record Data von Moskowitz, Ari, Chen, Kenneth P, Cooper, Avraham Z, Chahin, Abdullah, Ghassemi, Mohammad M, Celi, Leo Anthony

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Cost-effectiveness analysis of multimodal prognostication in cardiac arrest with EEG monitoring von Amorim, Edilberto, Mo, Shirley S., Palacios, Sebastian, Ghassemi, Mohammad M., Weng, Wei-Hung, Cash, Sydney S., Bianchi, Matthew T., Westover, M. Brandon

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Neurophysiology State Dynamics Underlying Acute Neurologic Recovery After Cardiac Arrest von Amorim, Edilberto, Zheng, Wei-Long, Jing, Jin, Ghassemi, Mohammad M, Lee, Jong Woo, Wu, Ona, Herman, Susan T, Pang, Trudy, Sivaraju, Adithya, Gaspard, Nicolas, Hirsch, Lawrence, Ruijter, Barry J, Tjepkema-Cloostermans, Marleen C, Hofmeijer, Jeannette, van Putten, Michel J A M, Westover, M Brandon

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A data-driven approach to optimized medication dosing: a focus on heparin von Ghassemi, Mohammad M., Richter, Stefan E., Eche, Ifeoma M., Chen, Tszyi W., Danziger, John, Celi, Leo A.

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Automation of Protocoling Advanced MSK Examinations Using Natural Language Processing Techniques von Eghbali, Niloufar, Siegal, Daniel, Klochko, Chad, Ghassemi, Mohammad M

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An ICA with reference approach in identification of genetic variation and associated brain networks von Liu, Jingyu, Ghassemi, Mohammad M, Michael, Andrew M, Boutte, David, Wells, William, Perrone-Bizzozero, Nora, Macciardi, Fabio, Mathalon, Daniel H, Ford, Judith M, Potkin, Steven G, Turner, Jessica A, Calhoun, Vince D

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