PCV55 Unsupervised Machine Learning to Identify Cardiac Surgical Patient Clusters and Their Respective Resource Utilization Within the National Inpatient Sample von Gala, K., Lodaya, K., Marinaro, X., Zhang, X., Hayashida, D.K., Munson, S., D'Souza, F.

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PND47 Pharmacotherapy Treatment Patterns in Patients with Major Depressive Disorder von Arnaud, A., Werneburg, B., Suthoff, E., Parikh, A., Marinaro, X., Zhang, X.

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ML1 Comparing Mortality in Cardiac Patient Surgical Clusters with Machine Learning Clusters in the National Inpatient Sample von Gala, K., Lodaya, K., Marinaro, X., Zhang, X., Hayashida, D.K., Munson, S., D'Souza, F.

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PCN244 Supervised Machine Learning for Predicting Mortality in Acute Myeloid Leukemia Patients Using Electronic Health Record Data von Marinaro, X., Meng, Z., Zhang, X., Lodaya, K., Hayashida, D.K., Munson, S., D'Souza, F.

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ML2 Supervised Machine Learning Predicts Mortality in COVID-19 Patients Using Electronic Health Records von Marinaro, X., Meng, Z., Zhang, X., Lodaya, K., Hayashida, D.K., Munson, S., D'Souza, F.

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PGI28 Investigating Length of Stay in Gastrointestinal Patient Surgical Clusters in the National Inpatient Sample with Machine Learning von Kim, V., Lodaya, K., Marinaro, X., Zhang, X., Hayashida, D.K., Munson, S., D'Souza, F.

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Trends in Type 2 Diabetes Inpatient and Emergency Department Visits and Outcomes Using Electronic Health Record Data von Peyerl, FW, Khangulov, VS, Ravindranath, AJ, Marinaro, XF, Hwang, S, D'Souza, FT

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PDB1 - Comorbidities, Complications, and Surgical Procedures in Type 2 Diabetes Patients: Retrospective Analysis of Electronic Health Record Data von Peyerl, FW, Khangulov, VS, Ravindranath, AJ, Marinaro, XF, Hwang, S, D'Souza, FT

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PDB15 - Trends in Type 2 Diabetes Inpatient and Emergency Department Visits and Outcomes Using Electronic Health Record Data von Peyerl, FW, Khangulov, VS, Ravindranath, AJ, Marinaro, XF, Hwang, S, D'Souza, FT

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Comorbidities, Complications, and Surgical Procedures in Type 2 Diabetes Patients: Retrospective Analysis of Electronic Health Record Data von Peyerl, FW, Khangulov, VS, Ravindranath, AJ, Marinaro, XF, Hwang, S, D'Souza, FT

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Mass transfer and electrolyte flow during electrodeposition on a conically shaped electrode under the influence of a magnetic field von Huang, M., Marinaro, G., Yang, X., Fritzsche, B., Lei, Z., Uhlemann, M., Eckert, K., Mutschke, G.

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Above-ground biomass and high temperatures are more important than productivity for the spatial pattern of bird richness in Subtropical Dry forests of Argentina von Zelaya, Patricia V., Blendinger, Pedro G., Palacio, Facundo X., Marinaro, Sofía, Macchi, Leandro, Gasparri, Néstor I.

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Gas and seismicity within the Istanbul seismic gap von Géli, L., Henry, P., Grall, C., Tary, J.-B., Lomax, A., Batsi, E., Riboulot, V., Cros, E., Gürbüz, C., Işık, S. E., Sengör, A. M. C., Le Pichon, X., Ruffine, L., Dupré, S., Thomas, Y., Kalafat, D., Bayrakci, G., Coutellier, Q., Regnier, T., Westbrook, G., Saritas, H., Çifçi, G., Çağatay, M. N., Özeren, M. S., Görür, N., Tryon, M., Bohnhoff, M., Gasperini, L., Klingelhoefer, F., Scalabrin, C., Augustin, J.-M., Embriaco, D., Marinaro, G., Frugoni, F., Monna, S., Etiope, G., Favali, P., Bécel, A.

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Incidence and trends of childhood Type 1 diabetes worldwide 1990-1999 von DIAMOND Project Group, The DIAMOND Project Group

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Effect of uranium doping and thermal neutron irradiation on the flux-pinning of silver-clad Bi-Sr-Ca-Cu-O tapes von Marinaro, D.G., Dou, S.X., Horvat, J., Boldeman, J., Weinstein, R., Sawh, R.

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Observation of vortex distribution in samples of Bi-2223 Ag-sheathed tapes with and without uranium doping by means of the high-resolution Bitter method von Ohshima, S., Ujiie, K., Kawai, T., Moriai, K., Yamada, H., Marinaro, D.G., Dou, S.X.

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Irreversibility fields and pinning potentials in U/n treated Bi2223/Ag tapes von Kušević, I., Babić, E., Marinaro, D., Dou, S.X., Weinstein, R.

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Effect of fission tracks on flux pinning and the resistive transition in neutron irradiated uranium-doped Ag/Bi2223 tapes von Marinaro, D G, Horvat, J, Dou, S X, Kuševic, I, Babic, E, Weinstein, R, Gandini, A

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Critical currents and vortex pinning in U/n treated Bi2223/Ag tapes von Kušević, I., Babić, E., Marinaro, D., Dou, S.X., Weinstein, R.

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Vortex pinning by fission tracks in super(235)U-doped Ag/Bi2223 tapes von Babic, E, Kusevic, I, Marinaro, D, Dou, S X, Boldeman, J, Weinstein, R

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