Reporting of demographic data and representativeness in machine learning models using electronic health records von Bozkurt, Selen, Cahan, Eli M, Seneviratne, Martin G, Sun, Ran, Lossio-Ventura, Juan A, Ioannidis, John P A, Hernandez-Boussard, Tina

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Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage von Bozkurt, Selen, Magnani, Christopher J, Seneviratne, Martin G, Brooks, James D, Hernandez-Boussard, Tina

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Grains of Sand to Clinical Pearls: Realizing the Potential of Wearable Data von Seneviratne, Martin G., Connolly, Susan B., Martin, Seth S., Parakh, Kapil

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User-centred design for machine learning in health care: a case study from care management von Seneviratne, Martin G, Li, Ron C, Schreier, Meredith, Lopez-Martinez, Daniel, Patel, Birju S, Yakubovich, Alex, Kemp, Jonas B, Loreaux, Eric, Gamble, Paul, El-Khoury, Kristel, Vardoulakis, Laura, Wong, Doris, Desai, Janjri, Chen, Jonathan H, Morse, Keith E, Downing, N Lance, Finger, Lutz T, Chen, Ming-Jun, Shah, Nigam

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Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records von Tomašev, Nenad, Harris, Natalie, Baur, Sebastien, Mottram, Anne, Glorot, Xavier, Rae, Jack W., Zielinski, Michal, Askham, Harry, Saraiva, Andre, Magliulo, Valerio, Meyer, Clemens, Ravuri, Suman, Protsyuk, Ivan, Connell, Alistair, Hughes, Cían O., Karthikesalingam, Alan, Cornebise, Julien, Montgomery, Hugh, Rees, Geraint, Laing, Chris, Baker, Clifton R., Osborne, Thomas F., Reeves, Ruth, Hassabis, Demis, King, Dominic, Suleyman, Mustafa, Back, Trevor, Nielson, Christopher, Seneviratne, Martin G., Ledsam, Joseph R., Mohamed, Shakir

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Distribution of global health measures from routinely collected PROMIS surveys in patients with breast cancer or prostate cancer von Seneviratne, Martin G., Bozkurt, Selen, Patel, Manali I., Seto, Tina, Brooks, James D., Blayney, Douglas W., Kurian, Allison W., Hernandez‐Boussard, Tina

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Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records von Seneviratne, Martin G, Banda, Juan M, Brooks, James D, Shah, Nigam H, Hernandez-Boussard, Tina M

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Development and Implementation of a Real-time Bundle-adherence Dashboard for Central Line-associated Bloodstream Infections von Chemparathy, Augustine, Seneviratne, Martin G., Ward, Andrew, Mirchandani, Simran, Li, Ron, Mathew, Roshni, Wood, Matthew, Shin, Andrew Y., Donnelly, Lane F., Scheinker, David, Lee, Grace M.

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Predicting the Incidence of Pressure Ulcers in the Intensive Care Unit Using Machine Learning von Cramer, Eric M, Seneviratne, Martin G, Sharifi, Husham, Ozturk, Alp, Hernandez-Boussard, Tina

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Architecture and Implementation of a Clinical Research Data Warehouse for Prostate Cancer von Seneviratne, Martin G, Seto, Tina, Blayney, Douglas W, Brooks, James D, Hernandez-Boussard, Tina

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Prevalence, distribution and clinical correlates of myocardial fibrosis in systemic lupus erythematosus: a cardiac magnetic resonance study von Seneviratne, M G, Grieve, S M, Figtree, G A, Garsia, R, Celermajer, D S, Adelstein, S, Puranik, R

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A full-STAC remedy for global digital health transformation: open standards, technologies, architectures and content von Mehl, Garrett L, Seneviratne, Martin G, Berg, Matt L, Bidani, Suhel, Distler, Rebecca L, Gorgens, Marelize, Kallander, Karin E, Labrique, Alain B, Landry, Mark S, Leitner, Carl, Lubell-Doughtie, Peter B, Marcelo, Alvin D, Matias, Yossi, Nelson, Jennifer, Nguyen, Von, Nsengimana, Jean Philbert, Orton, Maeghan, Otzoy Garcia, Daniel R, Oyaole, Daniel R, Ratanaprayul, Natschja, Roth, Susann, Schaefer, Merrick P, Settle, Dykki, Tang, Jing, Tien-Wahser, Barakissa, Wanyee, Steven, Hersch, Fred

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Concept-based model explanations for Electronic Health Records von Mincu, Diana, Loreaux, Eric, Hou, Shaobo, Baur, Sebastien, Protsyuk, Ivan, Seneviratne, Martin G, Mottram, Anne, Tomasev, Nenad, Karthikesanlingam, Alan, Schrouff, Jessica

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Effects of climate extremes on the terrestrial carbon cycle: concepts, processes and potential future impacts von Frank, Dorothea, Reichstein, Markus, Bahn, Michael, Thonicke, Kirsten, Frank, David, Mahecha, Miguel D, Smith, Pete, Velde, Marijn, Vicca, Sara, Babst, Flurin, Beer, Christian, Buchmann, Nina, Canadell, Josep G, Ciais, Philippe, Cramer, Wolfgang, Ibrom, Andreas, Miglietta, Franco, Poulter, Ben, Rammig, Anja, Seneviratne, Sonia I, Walz, Ariane, Wattenbach, Martin, Zavala, Miguel A, Zscheischler, Jakob

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Changes in regional climate extremes as a function of global mean temperature: an interactive plotting framework von Wartenburger, Richard, Hirschi, Martin, Donat, Markus G, Greve, Peter, Pitman, Andy J, Seneviratne, Sonia I

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inter-comparison of regional climate models for Europe: model performance in present-day climate von Jacob, Daniela, Bärring, Lars, Christensen, Ole Bøssing, Christensen, Jens Hesselbjerg, de Castro, Manuel, Déqué, Michel, Giorgi, Filippo, Hagemann, Stefan, Hirschi, Martin, Jones, Richard, Kjellström, Erik, Lenderink, Geert, Rockel, Burkhardt, Sánchez, Enrique, Schär, Christoph, Seneviratne, Sonia I, Somot, Samuel, van Ulden, Aad, van den Hurk, Bart

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Land radiative management as contributor to regional-scale climate adaptation and mitigation von Seneviratne, Sonia I., Phipps, Steven J., Pitman, Andrew J., Hirsch, Annette L., Davin, Edouard L., Donat, Markus G., Hirschi, Martin, Lenton, Andrew, Wilhelm, Micah, Kravitz, Ben

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Gynecomastia and Its Management In Boys With Partial Androgen Insensitivity Syndrome von Patjamontri, Supitcha, Lucas-Herald, Angela K, Bryce, Jillian, van den Akker, Erica, Cools, Martine, Globa, Evgenia, Guerra-Junior, Gil, Hiort, Olaf, Hofman, Paul, Holterhus, Paul-Martin, Hughes, Ieuan A, Juul, Anders, Nordenstrom, Anna, Russo, Gianni, Stancampiano, Marianna R, Seneviratne, Sumudu N, Tadokoro-Cuccaro, Rieko, Thankamony, Ajay, Weintrob, Naomi, Zelinska, Natalia, Ahmed, S Faisal

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Postnatal depression across countries and cultures: a qualitative study von Oates, Margaret R., Cox, John L., Neema, Stella, Asten, Paul, Glangeaud-Freudenthal, Nine, Figueiredo, Barbara, Gorman, Laura L., Hacking, Sue, Hirst, Emma, Kammerer, Martin H., Klier, Claudia M., Seneviratne, Gertrude, Smith, Mary, Sutter-Dallay, Anne-Laure, Valoriani, Vania, Wickberg, Birgitta, Yoshida, Keiko

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Detecting the human fingerprint in the summer 2022 western–central European soil drought von Schumacher, Dominik L, Zachariah, Mariam, Otto, Friederike, Barnes, Clair, Philip, Sjoukje, Kew, Sarah, Vahlberg, Maja, Singh, Roop, Heinrich, Dorothy, Arrighi, Julie, van Aalst, Maarten, Hauser, Mathias, Hirschi, Martin, Bessenbacher, Verena, Gudmundsson, Lukas, Beaudoing, Hiroko K, Rodell, Matthew, Li, Sihan, Yang, Wenchang, Vecchi, Gabriel A, Harrington, Luke J, Lehner, Flavio, Balsamo, Gianpaolo, Seneviratne, Sonia I

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