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Can Machine Learning Algorithms Predict Which Patients Will Achieve Minimally Clinically Important Differences From Total Joint Arthroplasty?
Fontana, Mark Alan, Lyman, Stephen, Sarker, Gourab K., Padgett, Douglas E., MacLean, Catherine H.
Published in Clinical orthopaedics and related research (01.06.2019)
Published in Clinical orthopaedics and related research (01.06.2019)
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Journal Article
Multi-trait analysis of genome-wide association summary statistics using MTAG
Turley, Patrick, Walters, Raymond K., Maghzian, Omeed, Okbay, Aysu, Lee, James J., Fontana, Mark Alan, Nguyen-Viet, Tuan Anh, Wedow, Robbee, Zacher, Meghan, Furlotte, Nicholas A., Magnusson, Patrik, Oskarsson, Sven, Johannesson, Magnus, Visscher, Peter M., Laibson, David, Cesarini, David, Neale, Benjamin M., Benjamin, Daniel J.
Published in Nature genetics (01.02.2018)
Published in Nature genetics (01.02.2018)
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Journal Article
Genomic analysis of diet composition finds novel loci and associations with health and lifestyle
Meddens, S. Fleur W., de Vlaming, Ronald, Bowers, Peter, Burik, Casper A. P., Linnér, Richard Karlsson, Lee, Chanwook, Okbay, Aysu, Turley, Patrick, Rietveld, Cornelius A., Fontana, Mark Alan, Ghanbari, Mohsen, Imamura, Fumiaki, McMahon, George, van der Most, Peter J., Voortman, Trudy, Wade, Kaitlin H., Anderson, Emma L., Braun, Kim V. E., Emmett, Pauline M., Esko, Tonũ, Gonzalez, Juan R., Kiefte-de Jong, Jessica C., Langenberg, Claudia, Luan, Jian’an, Muka, Taulant, Ring, Susan, Rivadeneira, Fernando, Snieder, Harold, van Rooij, Frank J. A., Wolffenbuttel, Bruce H. R., Smith, George Davey, Franco, Oscar H., Forouhi, Nita G., Ikram, M. Arfan, Uitterlinden, Andre G., van Vliet-Ostaptchouk, Jana V., Wareham, Nick J., Cesarini, David, Harden, K. Paige, Lee, James J., Benjamin, Daniel J., Chow, Carson C., Koellinger, Philipp D.
Published in Molecular psychiatry (01.06.2021)
Published in Molecular psychiatry (01.06.2021)
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Journal Article
Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges
Konnaris, Maxwell A., Brendel, Matthew, Fontana, Mark Alan, Otero, Miguel, Ivashkiv, Lionel B., Wang, Fei, Bell, Richard D.
Published in Arthritis research & therapy (11.03.2022)
Published in Arthritis research & therapy (11.03.2022)
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Journal Article
Impact of COVID-19 on vulnerable patients with rheumatic disease: results of a worldwide survey
Mehta, Bella, Jannat-Khah, Deanna, Fontana, Mark Alan, Moezinia, Carine J, Mancuso, Carol A, Bass, Anne R, Antao, Vinicius C, Gibofsky, Allan, Goodman, Susan M, Ibrahim, Said
Published in Rheumatic & musculoskeletal diseases open (01.10.2020)
Published in Rheumatic & musculoskeletal diseases open (01.10.2020)
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Journal Article
History of COVID-19 Was Not Associated With Length of Stay or In-Hospital Complications After Elective Lower Extremity Joint Replacement
Jungwirth-Weinberger, Anna, Boettner, Friedrich, Kapadia, Milan, Diane, Alioune, Chiu, Yu-Fen, Lyman, Stephen, Fontana, Mark Alan, Miller, Andy O.
Published in Arthroplasty today (01.02.2022)
Published in Arthroplasty today (01.02.2022)
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Journal Article
Running races during the COVID-19 pandemic: a 2020 survey of the running community
Robinson, James N, Fontana, Mark Alan, Metzl, Jordan D, Dixit, Sameer, Kliethermes, Stephanie A, Quijano, Brianna, Toresdahl, Brett
Published in BMJ Open Sport & Exercise Medicine (24.11.2021)
Published in BMJ Open Sport & Exercise Medicine (24.11.2021)
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Journal Article
Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals
Okbay, Aysu, Wu, Yeda, Wang, Nancy, Jayashankar, Hariharan, Bennett, Michael, Nehzati, Seyed Moeen, Sidorenko, Julia, Kweon, Hyeokmoon, Goldman, Grant, Gjorgjieva, Tamara, Jiang, Yunxuan, Hicks, Barry, Tian, Chao, Hinds, David A., Ahlskog, Rafael, Magnusson, Patrik K. E., Oskarsson, Sven, Hayward, Caroline, Campbell, Archie, Porteous, David J., Freese, Jeremy, Herd, Pamela, Watson, Chelsea, Jala, Jonathan, Conley, Dalton, Koellinger, Philipp D., Johannesson, Magnus, Laibson, David, Meyer, Michelle N., Lee, James J., Kong, Augustine, Yengo, Loic, Cesarini, David, Turley, Patrick, Visscher, Peter M., Beauchamp, Jonathan P., Benjamin, Daniel J., Young, Alexander I.
Published in Nature genetics (01.04.2022)
Published in Nature genetics (01.04.2022)
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Journal Article
Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses
Okbay, Aysu, Baselmans, Bart M L, De Neve, Jan-Emmanuel, Turley, Patrick, Nivard, Michel G, Fontana, Mark Alan, Linnér, Richard Karlsson, Gratten, Jacob, Buchwald, Jadwiga, Cavadino, Alana, Frazier-Wood, Alexis C, Furlotte, Nicholas A, Gonzalez, Juan R, Haitjema, Saskia, Karlsson, Robert, van der Laan, Sander W, Ladwig, Karl-Heinz, Lahti, Jari, van der Lee, Sven J, Lind, Penelope A, Minica, Camelia C, Nolte, Ilja M, Raitakari, Olli, Rawal, Rajesh, Stergiakouli, Evie, Taylor, Kent, Wedenoja, Juho, Wellmann, Juergen, Zhao, Wei, Amin, Najaf, Bakshi, Andrew, Cherney, Samantha, Cox, Simon R, Davis, Oliver S P, Ding, Jun, Eibich, Peter, Emeny, Rebecca T, Forstner, Andreas J, Gupta, Richa, Harris, Tamara B, Harris, Juliette M, Holliday, Elizabeth G, De Jager, Philip L, Kaakinen, Marika A, Kajantie, Eero, Kolcic, Ivana, Launer, Lenore J, Franke, Lude, Li-Gao, Ruifang, Koini, Marisa, Loukola, Anu, Montgomery, Grant W, Paternoster, Lavinia, Pattie, Alison, Petrovic, Katja E, Pulkki-Råback, Laura, Quaye, Lydia, Rudan, Igor, Scott, Rodney J, Vinkhuyzen, Anna E, Zabaneh, Delilah, Bennett, David A, Berger, Klaus, Bertram, Lars, Boomsma, Dorret I, Cucca, Francesco, Deary, Ian J, van Duijn, Cornelia M, Eriksson, Johan G, de Geus, Eco J C, Hartman, Catharine A, Hayward, Caroline, Hinds, David A, Iacono, William G, Kaprio, Jaakko, Keltikangas-Järvinen, Liisa, Kubzansky, Laura D, Lehtimäki, Terho, Magnusson, Patrik K E, Pasterkamp, Gerard, Power, Christine, Rich, Stephen S, Schmidt, Helena, Svento, Rauli, Schmidt, Reinhold, Sørensen, Thorkild I A, Stefansson, Kari, Terracciano, Antonio, Tiemeier, Henning, Wagner, Gert G, Yang, Jian, Smith, George Davey, Hofman, Albert, Johannesson, Magnus, Laibson, David I, Meyer, Michelle N, Beauchamp, Jonathan P, Koellinger, Philipp D, Bartels, Meike, Cesarini, David
Published in IDEAS Working Paper Series from RePEc (01.06.2016)
Published in IDEAS Working Paper Series from RePEc (01.06.2016)
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Journal Article
Paper
Machine Learning on Medicare Claims Poorly Predicts the Individual Risk of 30-Day Unplanned Readmission After Total Joint Arthroplasty, Yet Uncovers Interesting Population-level Associations With Annual Procedure Volumes
Kunze, Kyle N., So, Miranda M., Padgett, Douglas E., Lyman, Stephen, MacLean, Catherine H., Fontana, Mark Alan
Published in Clinical orthopaedics and related research (01.09.2023)
Published in Clinical orthopaedics and related research (01.09.2023)
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Journal Article
Machine Learning on Medicare Claims Poorly Predicts the Individual Risk of 30-Day Unplanned Readmission After Total Joint Arthroplasty, Yet Uncovers Interesting Population-level Associations With Annual Procedure Volumes
Kunze, Kyle N., So, Miranda M., Padgett, Douglas E., Lyman, Stephen, MacLean, Catherine H., Fontana, Mark Alan
Published in Clinical orthopaedics and related research (01.09.2023)
Published in Clinical orthopaedics and related research (01.09.2023)
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Journal Article
Factors associated with injuries in first-time marathon runners from the New York City marathon
Toresdahl, Brett, McElheny, Kathryn, Metzl, Jordan, Kinderknecht, James, Quijano, Brianna, Ammerman, Brittany, Fontana, Mark Alan
Published in The Physician and sportsmedicine (04.05.2022)
Published in The Physician and sportsmedicine (04.05.2022)
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Journal Article
084 Risk factors associated with injuries in first-time marathon runners: a 12-week prospective study
Toresdahl, Brett, McElheny, Kathryn, Fontana, Mark Alan, Metzl, Jordan, Ammerman, Brittany, Kinderknecht, James
Published in British journal of sports medicine (01.03.2020)
Published in British journal of sports medicine (01.03.2020)
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Journal Article
Reply to the Letter to the Editor: Can Machine Learning Algorithms Predict Which Patients Will Achieve Minimally Clinically Important Differences From Total Joint Arthroplasty?
Fontana, Mark Alan, Lyman, Stephen, Padgett, Douglas E., MacLean, Catherine H.
Published in Clinical orthopaedics and related research (01.06.2020)
Published in Clinical orthopaedics and related research (01.06.2020)
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Journal Article
Author Correction: Multi-trait analysis of genome-wide association summary statistics using MTAG
Turley, Patrick, Walters, Raymond K., Maghzian, Omeed, Okbay, Aysu, Lee, James J., Fontana, Mark Alan, Nguyen-Viet, Tuan Anh, Wedow, Robbee, Zacher, Meghan, Furlotte, Nicholas A., Magnusson, Patrik, Oskarsson, Sven, Johannesson, Magnus, Visscher, Peter M., Laibson, David, Cesarini, David, Neale, Benjamin M., Benjamin, Daniel J.
Published in Nature genetics (01.08.2019)
Published in Nature genetics (01.08.2019)
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Journal Article