Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability

por Reps, Jenna Marie, Williams, Ross D., Schuemie, Martijn J., Ryan, Patrick B., Rijnbeek, Peter R.
Publicado 2022

90-Day all-cause mortality can be predicted following a total knee replacement: an international, network study to develop and validate a prediction model

por Williams, Ross D., Reps, Jenna M., Rijnbeek, Peter R., Ryan, Patrick B., Prieto-Alhambra, Daniel
Publicado 2021

Prediction of sustained biologic and targeted synthetic DMARD-free remission in rheumatoid arthritis patients

por Burkard, Theresa, Williams, Ross D, Vallejo-Yagüe, Enriqueta, Hügle, Thomas, Finckh, Axel, Kyburz, Diego, Burden, Andrea M
Publicado 2021

Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Da...

por Williams, Ross D., Reps, Jenna M., Kors, Jan A., Ryan, Patrick B., Steyerberg, Ewout, Verhamme, Katia M., Rijnbeek, Peter R.
Publicado 2022

Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in fe...

por Reps, Jenna M., Williams, Ross D., You, Seng Chan, Falconer, Thomas, Minty, Evan, Callahan, Alison, Ryan, Patrick B., Park, Rae Woong, Lim, Hong-Seok, Rijnbeek, Peter
Publicado 2020

Trends in the conduct and reporting of clinical prediction model development and validation: a systematic review

por Yang, Cynthia, Kors, Jan A, Ioannou, Solomon, John, Luis H, Markus, Aniek F, Rekkas, Alexandros, de Ridder, Maria A J, Seinen, Tom M, Williams, Ross D, Rijnbeek, Peter R
Publicado 2022

Use of unstructured text in prognostic clinical prediction models: a systematic review

por Seinen, Tom M, Fridgeirsson, Egill A, Ioannou, Solomon, Jeannetot, Daniel, John, Luis H, Kors, Jan A, Markus, Aniek F, Pera, Victor, Rekkas, Alexandros, Williams, Ross D, Yang, Cynthia, van Mulligen, Erik M, Rijnbeek, Peter R
Publicado 2022

Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network

por Wang, Qiong, Reps, Jenna M., Kostka, Kristin Feeney, Ryan, Patrick B., Zou, Yuhui, Voss, Erica A., Rijnbeek, Peter R., Chen, RuiJun, Rao, Gowtham A., Morgan Stewart, Henry, Williams, Andrew E., Williams, Ross D., Van Zandt, Mui, Falconer, Thomas, Fernandez-Chas, Margarita, Vashisht, Rohit, Pfohl, Stephen R., Shah, Nigam H., Kasthurirathne, Suranga N., You, Seng Chan, Jiang, Qing, Reich, Christian, Zhou, Yi
Publicado 2020

Renin-angiotensin system blockers and susceptibility to COVID-19: a multinational open science cohort study

por Morales, Daniel R., Conover, Mitchell M., You, Seng Chan, Pratt, Nicole, Kostka, Kristin, Duarte-Salles, Talita, Fernández-Bertolín, Sergio, Aragón, Maria, DuVall, Scott L., Lynch, Kristine, Falconer, Thomas, van Bochove, Kees, Sung, Cynthia, Matheny, Michael E., Lambert, Christophe G., Nyberg, Fredrik, Alshammari, Thamir M., Williams, Andrew E., Park, Rae Woong, Weaver, James, Sena, Anthony G., Schuemie, Martijn J., Rijnbeek, Peter R., Williams, Ross D., Lane, Jennifer C.E., Prats-Uribe, Albert, Zhang, Lin, Areia, Carlos, Krumholz, Harlan M., Prieto-Alhambra, Daniel, Ryan, Patrick B., Hripcsak, George, Suchard, Marc A
Publicado 2020

Renin–angiotensin system blockers and susceptibility to COVID-19: an international, open science, cohort analysis

por Morales, Daniel R, Conover, Mitchell M, You, Seng Chan, Pratt, Nicole, Kostka, Kristin, Duarte-Salles, Talita, Fernández-Bertolín, Sergio, Aragón, Maria, DuVall, Scott L, Lynch, Kristine, Falconer, Thomas, van Bochove, Kees, Sung, Cynthia, Matheny, Michael E, Lambert, Christophe G, Nyberg, Fredrik, Alshammari, Thamir M, Williams, Andrew E, Park, Rae Woong, Weaver, James, Sena, Anthony G, Schuemie, Martijn J, Rijnbeek, Peter R, Williams, Ross D, Lane, Jennifer C E, Prats-Uribe, Albert, Zhang, Lin, Areia, Carlos, Krumholz, Harlan M, Prieto-Alhambra, Daniel, Ryan, Patrick B, Hripcsak, George, Suchard, Marc A
Publicado 2020

Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study

por Reps, Jenna M, Kim, Chungsoo, Williams, Ross D, Markus, Aniek F, Yang, Cynthia, Duarte-Salles, Talita, Falconer, Thomas, Jonnagaddala, Jitendra, Williams, Andrew, Fernández-Bertolín, Sergio, DuVall, Scott L, Kostka, Kristin, Rao, Gowtham, Shoaibi, Azza, Ostropolets, Anna, Spotnitz, Matthew E, Zhang, Lin, Casajust, Paula, Steyerberg, Ewout W, Nyberg, Fredrik, Kaas-Hansen, Benjamin Skov, Choi, Young Hwa, Morales, Daniel, Liaw, Siaw-Teng, Abrahão, Maria Tereza Fernandes, Areia, Carlos, Matheny, Michael E, Lynch, Kristine E, Aragón, María, Park, Rae Woong, Hripcsak, George, Reich, Christian G, Suchard, Marc A, You, Seng Chan, Ryan, Patrick B, Prieto-Alhambra, Daniel, Rijnbeek, Peter R
Publicado 2021

Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network

por Williams, Ross D., Markus, Aniek F., Yang, Cynthia, Duarte-Salles, Talita, DuVall, Scott L., Falconer, Thomas, Jonnagaddala, Jitendra, Kim, Chungsoo, Rho, Yeunsook, Williams, Andrew E., Machado, Amanda Alberga, An, Min Ho, Aragón, María, Areia, Carlos, Burn, Edward, Choi, Young Hwa, Drakos, Iannis, Abrahão, Maria Tereza Fernandes, Fernández-Bertolín, Sergio, Hripcsak, George, Kaas-Hansen, Benjamin Skov, Kandukuri, Prasanna L., Kors, Jan A., Kostka, Kristin, Liaw, Siaw-Teng, Lynch, Kristine E., Machnicki, Gerardo, Matheny, Michael E., Morales, Daniel, Nyberg, Fredrik, Park, Rae Woong, Prats-Uribe, Albert, Pratt, Nicole, Rao, Gowtham, Reich, Christian G., Rivera, Marcela, Seinen, Tom, Shoaibi, Azza, Spotnitz, Matthew E., Steyerberg, Ewout W., Suchard, Marc A., You, Seng Chan, Zhang, Lin, Zhou, Lili, Ryan, Patrick B., Prieto-Alhambra, Daniel, Reps, Jenna M., Rijnbeek, Peter R.
Publicado 2022