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A Machine Learning Algorithm to Identify Patients at Risk of Unplanned Subsequent Surgery After Intramedullary Nailing for Tibial Shaft Fractures

Autor: Bhandari, M., Bulstra, A.E.J., Bzovsky, S., Doornberg, J.N., Goslings, J.C., Hendrickx, L.A.M., Jaarsma, R.L., Jeray, K.J., Kerkhoffs, G.M.M.J., Petrisor, B., Ring, D., Schemitsch, E.H., Swiontkowski, M., Sanders, D., Sprague, S., Tornetta, P., Walter, S.D., Heels-Ansdell, D., Buckingham, L., Leece, P., Viveiros, H., Mignott, T., Ansell, N., Sidorkewicz, N., Agel, J., Bombardier, C., Berlin, J.A., Bosse, M., Browner, B., Gillespie, B., Jones, A., O'Brien, P., Poolman, R., Macleod, M.D., Carey, T., Leitch, K., Bailey, S., Gurr, K., Konito, K., Bartha, C., Low, I., MacBean, L.V., Ramu, M., Reiber, S., Strapp, R., Tieszer, C., Kreder, H.J., Stephen, D.J.G., Axelrod, T.S., Yee, A.J.M., Richards, R.R., Finkelstein, J., Gofton, W., Murnaghan, J., Schatztker, J., Ford, M., Bulmer, B., Conlan, L., Laflamme, G.Y., Berry, G., Beaumont, P., Ranger, P., Laflamme, G.H., Gagnon, S., Malo, M., Fernandes, J., Poirier, M.F., McKee, M.D., Waddell, J.P., Bogoch, E.R., Daniels, T.R., McBroom, R.R., Vicente, M.R., Storey, W., Wild, L.M., McCormack, R., Perey, B., Goetz, T.J., Pate, G., Penner, M.J., Panagiotopoulos, K., Pirani, S., Dommisse, I.G., Loomer, R.L., Stone, T., Moon, K., Zomar, M., Webb, L.X., Teasdall, R.D., Birkedal, J.P., Martin, D.F., Ruch, D.S., Kilgus, D.J., Pollock, D.C., Harris, M.B., Wiesler, E.R., Ward, W.G., Shilt, J.S., Koman, A.L., Poehling, G.G., Kulp, B., Creevy, W.R., Stein, A.B., Bono, C.T., Einhorn, T.A., Brown, T.D., Pacicca, D., Sledge, J.B., Foster, T.E., Voloshin, I., Bolton, J., Carlisle, H., Shaughnessy, L., Obremskey, W.T., LeCroy, C.M., Meinberg, E.G., Messer, T.M., Craig, W.L., Dirschl, D.R., Caudle, R., Harris, T., Elhert, K., Hage, W., Jones, R., Piedrahita, L., Schricker, P.O., Driver, R., Godwin, J., Kregor, P.J., Tennent, G., Truchan, L.M., Sciadini, M., Shuler, F.D., Driver, R.E., Nading, M.A., Neiderstadt, J., Vap, A.R., Vallier, H., Patterson, B.M., Wilber, J.H., Wilber, R.G., Sontich, J.K., Moore, T.A., Brady, D., Cooperman, D.R., Davis, J.A., Cureton, B.A., Mandel, S., Orr, R.D., Sadler, J.T.S., Hussain, T., Rajaratnam, K., Drew, B., Bednar, D.A., Kwok, D.C.H., Pettit, S., Hancock, J., Cole, P.A., Smith, J.J., Brown, G.A., Lange, T.A., Stark, J.G., Levy, B.A., Garaghty, M.J., Salzman, J.G., Schutte, C.A., Tastad, L., Vang, S., Seligson, D., Roberts, C.S., Malkani, A.L., Sanders, L., Dyer, C., Heinsen, J., Smith, L., Madanagopal, S., Frantz-Bush, L., Coupe, K.J., Tucker, J.J., Criswell, A.R., Buckle, R., Rechter, A.J., Sheth, D.S., Urquart, B., Trotscher, T., Anders, M.J., Kowalski, J.M., Fineberg, M.S., Bone, L.B., Phillips, M.J., Rohrbacher, B., Stegemann, P., Mihalko, W.M., Buyea, C., Augustine, S.J., Jackson, W.T., Solis, G., Ero, S.U., Segina, D.N., Berrey, H.B., Agnew, S.G., Fitzpatrick, M., Campbell, L.C., Derting, L., McAdams, J., Ponsen, K.J., Luitse, J., Kloen, P., Joosse, P., Winkelhagen, J., Duivenvoorden, R., Teague, D.C., Davey, J., Sullivan, J.A., Ertl, W.J.J., Puckett, T.A., Pasque, C.B., Tompkins, J.F., Gruel, C.R., Kammerlocher, P., Lehman, T.P., Puffinbarger, W.R., Carl, K.L., Weber, D.W., Jomha, N.M., Goplen, G.R., Masson, E., Beaupre, L.A., Greaves, K.E., Schaump, L.N., Goetz, D.R., Westberry, D.E., Broderick, J.S., Moon, B.S., Tanner, S.L., Powell, J.N., Buckley, R.E., Elves, L., Connolly, S., Abraham, E.P., Steele, T., Ellis, T., Herzberg, A., Crawford, D.E., Hart, R., Hayden, J., Orfaly, R.M., Vigland, T., Vivekaraj, M., Bundy, G.L., Miclau, T., Matityahu, A., Coughlin, R.R., Kandemir, U., McClellan, R.T., Lin, C.H.H., Karges, D., Cramer, K., Watson, J.T., Moed, B., Scott, B., Beck, D.J., Orth, C., Puskas, D., Clark, R., Jones, J., Egol, K.A., Paksima, N., France, M., Wai, E.K., Johnson, G., Wilkinson, R., Gruszczynski, A.T., Vexler, L., Mallee, W.H., Schipper, I.B., SPRINT Investigators

Publikováno v: Journal of Orthopaedic Trauma, 35(10), E381-E388. LIPPINCOTT WILLIAMS & WILKINS

Objectives: In the SPRINT trial, 18% of patients with a tibial shaft fracture (TSF) treated with intramedullary nailing (IMN) had one or more unplanned subsequent surgical procedures. It is clinically relevant for surgeon and patient to anticipate un

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::053487dd3750af27ed5648c1f0b4a168
http://hdl.handle.net/1887/3270983

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TGF-beta 1 forms functionally normal bone in a segmental sheep tibial diaphyseal defect

Autor: Jp, Moxham, Dj, Kibblewhite, Marcel Dvorak, Perey B, Af, Tencer, Ag, Bruce, Dm, Strong

Publikováno v: Europe PubMed Central

Transforming growth factor-beta 1 (TGF-beta 1) is a polyfunctional regulatory cytokine that has been shown to have roles in extracellular matrix interactions, soft tissue healing, and osteogenesis. This study was undertaken to determine the efficacy

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::e09659a993b122daa34fea4f8fbfcc41
https://pubmed.ncbi.nlm.nih.gov/8972431

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