Predicting 30-day readmission following total knee arthroplasty using machine learning and clinical expertise applied to clinical administrative and research registry data in an Australian cohort

Autor: Daniel J. Gould, James A. Bailey, Tim Spelman, Samantha Bunzli, Michelle M. Dowsey, Peter F. M. Choong

Publikováno v: Arthroplasty, Vol 5, Iss 1, Pp 1-15 (2023)

Abstract Background Thirty-day readmission is an increasingly important problem for total knee arthroplasty (TKA) patients. The aim of this study was to develop a risk prediction model using machine learning and clinical insight for 30-day readmissio

Externí odkaz: https://doaj.org/article/c50f905816734ef598c706385dc53b90

Early Patient-Centered Outcomes Research Experience With the Use of Telehealth to Address Disparities: Scoping Review

Autor: James E Bailey, Cathy Gurgol, Eric Pan, Shirilyn Njie, Susan Emmett, Justin Gatwood, Lynne Gauthier, Lisa G Rosas, Shannon M Kearney, Samantha Kleindienst Robler, Raymona H Lawrence, Karen L Margolis, Ifeyinwa Osunkwo, Denise Wilfley, Vallabh O Shah

Publikováno v: Journal of Medical Internet Research, Vol 23, Iss 12, p e28503 (2021)

BackgroundHealth systems and providers across America are increasingly employing telehealth technologies to better serve medically underserved low-income, minority, and rural populations at the highest risk for health disparities. The Patient-Centere

Externí odkaz: https://doaj.org/article/17b2be8ace02451f8a39d9d561d4d98c

Refining a traditional urban-rural classification approach to better assess heterogeneity of treatment effects in patient-centered outcomes research

Autor: Satya Surbhi, Elizabeth A. Tolley, Ronald E. Cossman, Ankur A. Dashputre, James E. Bailey

Publikováno v: MethodsX, Vol 8, Iss , Pp 101299- (2021)

This article describes a rationale and approach for modifying the traditional rural-urban commuting area (RUCA) coding scheme used to classify U.S. ZIP codes to enable suburban/rural vs. urban core comparisons in health outcomes research that better

Externí odkaz: https://doaj.org/article/c604b1102474482db1ca948134447b69

Genome-wide association analysis implicates dysregulation of immunity genes in chronic lymphocytic leukaemia

Autor: Philip J. Law, Sonja I. Berndt, Helen E. Speedy, Nicola J. Camp, Georgina P. Sava, Christine F. Skibola, Amy Holroyd, Vijai Joseph, Nicola J. Sunter, Alexandra Nieters, Silvia Bea, Alain Monnereau, David Martin-Garcia, Lynn R. Goldin, Guillem Clot, Lauren R. Teras, Inés Quintela, Brenda M. Birmann, Sandrine Jayne, Wendy Cozen, Aneela Majid, Karin E. Smedby, Qing Lan, Claire Dearden, Angela R. Brooks-Wilson, Andrew G. Hall, Mark P. Purdue, Tryfonia Mainou-Fowler, Claire M. Vajdic, Graham H. Jackson, Pierluigi Cocco, Helen Marr, Yawei Zhang, Tongzhang Zheng, Graham G. Giles, Charles Lawrence, Timothy G. Call, Mark Liebow, Mads Melbye, Bengt Glimelius, Larry Mansouri, Martha Glenn, Karen Curtin, W Ryan Diver, Brian K. Link, Lucia Conde, Paige M. Bracci, Elizabeth A. Holly, Rebecca D. Jackson, Lesley F. Tinker, Yolanda Benavente, Paolo Boffetta, Paul Brennan, Marc Maynadie, James McKay, Demetrius Albanes, Stephanie Weinstein, Zhaoming Wang, Neil E. Caporaso, Lindsay M. Morton, Richard K. Severson, Elio Riboli, Paolo Vineis, Roel C. H. Vermeulen, Melissa C. Southey, Roger L. Milne, Jacqueline Clavel, Sabine Topka, John J. Spinelli, Peter Kraft, Maria Grazia Ennas, Geoffrey Summerfield, Giovanni M. Ferri, Robert J. Harris, Lucia Miligi, Andrew R. Pettitt, Kari E. North, David J. Allsup, Joseph F. Fraumeni, James R. Bailey, Kenneth Offit, Guy Pratt, Henrik Hjalgrim, Chris Pepper, Stephen J. Chanock, Chris Fegan, Richard Rosenquist, Silvia de Sanjose, Angel Carracedo, Martin J. S. Dyer, Daniel Catovsky, Elias Campo, James R. Cerhan, James M. Allan, Nathanial Rothman, Richard Houlston, Susan Slager

Publikováno v: Nature Communications, Vol 8, Iss 1, Pp 1-12 (2017)

Chronic lymphocytic leukaemia has a hereditary component, much of which remains to be identified. Here, the authors perform a genome-wide association study and find new risk loci for the disease, which are associated with genes involved in immune fun

Externí odkaz: https://doaj.org/article/7260f008ee8e4abd981c7eed2433bb15

Human Brain Networks: Spiking Neuron Models, Multistability, Synchronization, Thermodynamics, Maximum Entropy Production, and Anesthetic Cascade Mechanisms

Autor: Wassim M. Haddad, Qing Hui, James M. Bailey

Publikováno v: Entropy, Vol 16, Iss 7, Pp 3939-4003 (2014)

Advances in neuroscience have been closely linked to mathematical modeling beginning with the integrate-and-fire model of Lapicque and proceeding through the modeling of the action potential by Hodgkin and Huxley to the current era. The fundamental b

Externí odkaz: https://doaj.org/article/6c25cf8d64bd45cba935f3b51386597b