A Hierarchical Bayesian Model for Stochastic Spatiotemporal SIR Modeling and Prediction of COVID-19 Cases and Hospitalizations

Autor: Storlie, Curtis B., Rojas, Ricardo L., Demuth, Gabriel O., Pollock, Benjamin D., Johnson, Patrick W., Wilson, Patrick M., Heinzen, Ethan P., Liu, Hongfang, Carter, Rickey E., Dowdy, Sean C., Dunlay, Shannon M., Habermann, Elizabeth B., Kor, Daryl J., Neville, Matthew R., Limper, Andrew H., Noe, Katherine H., Bydon, Mohamad, Franco, Pablo Moreno, Sampathkumar, Priya, Shah, Nilay D., Ting, Henry H.

Most COVID-19 predictive modeling efforts use statistical or mathematical models to predict national- and state-level COVID-19 cases or deaths in the future. These approaches assume parameters such as reproduction time, test positivity rate, hospital

Externí odkaz: http://arxiv.org/abs/2104.04033

Safety, tolerability, and efficacy of pirfenidone in patients with rheumatoid arthritis-associated interstitial lung disease: a randomised, double-blind, placebo-controlled, phase 2 study

Autor: Haynes-Harp, Shana, Poli, Fernando, Vidya, Coimbatore Sree, Baron, Rebecca R., Clouser, Timothy, Doyle, Tracy, Maeda, Anthony, Highland, Kristin B., Albayda, Jemima F., Collins, Sarah E., Suresh, Karthik S., Davis, John M., Limper, Andrew H., Amigues, Isabel, Eliopoulos, Kristina, Swigris, Jeffery J., Humphries, Stephen, Huntwork, John C., Glynn, Chris, Duncan, Steve R., Danila, Maria I., Glassberg, Marilyn K., Oberstein, Elana M., Belloli, Elizabeth A., Briggs, Linda, Nagaraja, Vivek, Cholewa, Linda, DiFranco, Donna, Green, Edward, Liffick, Christie, Naik, Tanvi, Montas, Genevieve, Lebiedz-Odrobina, Dorota, Bissell, Reba, Wener, Mark, Lancaster, Lisa H., Crawford, Leslie J., Chan, Karmela, Kaner, Robert J., Morris, Alicia, Wu, Xiaoping, Khalidi, Nader A., Ryerson, Christopher J., Wong, Alyson W., Fell, Charlene D., LeClercq, Sharon A., Hyman, Mark, Shapera, Shane, Mittoo, Shikha, Shaffu, Shireen, Gaffney, Karl, Wilson, Andrew M., Barratt, Shaney, Gunawardena, Harsha, Hoyles, Rachel K., David, Joel, Kewalramani, Namrata, Maher, Toby M., Molyneaux, Philip L., Kokosi, Maria A., Cates, Matthew J., Mandizha, Mandizha, Ashish, Abdul, Chelliah, Gladstone, Parfrey, Helen, Thillai, Muhunthan, Vila, Josephine, Fletcher, Sophie V., Beirne, Paul, Favager, Clair, Brown, Jo, Dawson, Julie K., Ortega, Pilar Rivera, Haque, Sahena, Watson, Pippa, Khoo, Jun K., Symons, Karen, Youssef, Peter, Mackintosh, John A., Solomon, Joshua J ^*, Danoff, Sonye K ^*, Woodhead, Felix A ^*, Hurwitz, Shelley, Maurer, Rie, Glaspole, Ian, Dellaripa, Paul F, Gooptu, Bibek, Vassallo, Robert, Cox, P Gerard, Flaherty, Kevin R, Adamali, Huzaifa I, Gibbons, Michael A, Troy, Lauren, Forrest, Ian A, Lasky, Joseph A, Spencer, Lisa G, Golden, Jeffrey, Scholand, Mary Beth, Chaudhuri, Nazia, Perrella, Mark A, Lynch, David A, Chambers, Daniel C, Kolb, Martin, Spino, Cathie, Raghu, Ganesh ^*, Goldberg, Hilary J ^*, Rosas, Ivan O ^{*, *}

Publikováno v: In The Lancet Respiratory Medicine January 2023 11(1):87-96

Rates of Asymptomatic COVID-19 Infection and Associated Factors in Olmsted County, Minnesota, in the Prevaccination Era

Autor: Vachon, Celine M., Norman, Aaron D., Prasad, Kavita, Jensen, Dan, Schaeferle, Gavin M., Vierling, Kristy L., Sherden, Meaghan, Majerus, Michelle R., Bews, Katherine A., Heinzen, Ethan P., Hebl, Amy, Yost, Kathleen J., Kennedy, Richard B., Theel, Elitza S., Ghosh, Aditya, Fries, Meghan, Wi, Chung-Il, Juhn, Young J., Sampathkumar, Priya, Morice, William G., II, Rocca, Walter A., Tande, Aaron J., Cerhan, James R., Limper, Andrew H., Ting, Henry H., Farrugia, Gianrico, Carter, Rickey E., Finney Rutten, Lila J., Jacobson, Robert M., St. Sauver, Jennifer

Publikováno v: In Mayo Clinic Proceedings: Innovations, Quality & Outcomes December 2022 6(6):605-617

Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records

Autor: Wang, Yanshan, Zhao, Yiqing, Therneau, Terry M., Atkinson, Elizabeth J., Tafti, Ahmad P., Zhang, Nan, Amin, Shreyasee, Limper, Andrew H., Khosla, Sundeep, Liu, Hongfang

Publikováno v: In Journal of Biomedical Informatics February 2020 102

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