Attention-based neural networks for clinical prediction modelling on electronic health records by Egill A. Fridgeirsson, David Sontag, Peter Rijnbeek

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3D segmented model of head for modelling electrical activity of brain by Egill A. Friðgeirsson, Paolo Gargiulo, Ceon Ramon, Jens Haueisen

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Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data by Cynthia Yang, Egill A. Fridgeirsson, Jan A. Kors, Jenna M. Reps, Peter R. Rijnbeek

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External validation of existing dementia prediction models on observational health data by Luis H. John, Jan A. Kors, Egill A. Fridgeirsson, Jenna M. Reps, Peter R. Rijnbeek

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Development and validation of a patient-level model to predict dementia across a network of observational databases by Luis H. John, Egill A. Fridgeirsson, Jan A. Kors, Jenna M. Reps, Ross D. Williams, Patrick B. Ryan, Peter R. Rijnbeek

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Finding a constrained number of predictor phenotypes for multiple outcome prediction by Patrick B Ryan, Egill A Fridgeirsson, Jenna M Reps, Luis H John, Chungsoo Kim, Jenna Wong, Ross D Williams, Renae R Fisher

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Predicting mortality of individual patients with COVID-19: a multicentre Dutch cohort by Henk A Marquering, Dan Piña-Fuentes, Martijn Beudel, Iwan C C van der Horst, Auke C Reidinga, Roger J M W Rennenberg, Tom Dormans, Martijn D de Kruif, Marcus L F Janssen, Marcel J H Aries, Suat Simsek, Joop P van den Bergh, Lucas A Ramos, Paul W G Elbers, W Joost Wiersinga, Maarten C Ottenhoff, Wouter Potters, Deborah Hubers, Shi Hu, Egill A Fridgeirsson, Rajat Thomas, Christian Herff, Pieter Kubben, Max Welling, Lucas M Fleuren, Michiel Schinkel, Peter G Noordzij, Caroline E Wyers, David T B Buis, Ella H C van den Hout, Daisy Rusch, Kim C E Sigaloff, Renee A Douma, Lianne de Haan, Niels C Gritters van den Oever, Guido A van Wingen

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An Empirical Comparison of Meta- and Mega-Analysis With Data From the ENIGMA Obsessive-Compulsive Disorder Working Group by Premika S. W. Boedhoe, Premika S. W. Boedhoe, Martijn W. Heymans, Lianne Schmaal, Lianne Schmaal, Yoshinari Abe, Pino Alonso, Pino Alonso, Pino Alonso, Stephanie H. Ameis, Stephanie H. Ameis, Alan Anticevic, Paul D. Arnold, Paul D. Arnold, Marcelo C. Batistuzzo, Francesco Benedetti, Jan C. Beucke, Irene Bollettini, Anushree Bose, Silvia Brem, Anna Calvo, Rosa Calvo, Rosa Calvo, Yuqi Cheng, Kang Ik K. Cho, Valentina Ciullo, Valentina Ciullo, Sara Dallaspezia, Damiaan Denys, Damiaan Denys, Jamie D. Feusner, Kate D. Fitzgerald, Jean-Paul Fouche, Egill A. Fridgeirsson, Patricia Gruner, Gregory L. Hanna, Derrek P. Hibar, Marcelo Q. Hoexter, Hao Hu, Chaim Huyser, Chaim Huyser, Neda Jahanshad, Anthony James, Norbert Kathmann, Christian Kaufmann, Kathrin Koch, Kathrin Koch, Jun Soo Kwon, Jun Soo Kwon, Luisa Lazaro, Luisa Lazaro, Luisa Lazaro, Luisa Lazaro, Christine Lochner, Rachel Marsh, Rachel Marsh, Ignacio Martínez-Zalacaín, David Mataix-Cols, José M. Menchón, José M. Menchón, José M. Menchón, Luciano Minuzzi, Astrid Morer, Astrid Morer, Astrid Morer, Takashi Nakamae, Tomohiro Nakao, Janardhanan C. Narayanaswamy, Seiji Nishida, Erika L. Nurmi, Joseph O'Neill, John Piacentini, Fabrizio Piras, Federica Piras, Y. C. Janardhan Reddy, Tim J. Reess, Tim J. Reess, Yuki Sakai, Yuki Sakai, Joao R. Sato, H. Blair Simpson, H. Blair Simpson, Noam Soreni, Carles Soriano-Mas, Carles Soriano-Mas, Carles Soriano-Mas, Gianfranco Spalletta, Gianfranco Spalletta, Michael C. Stevens, Michael C. Stevens, Philip R. Szeszko, Philip R. Szeszko, David F. Tolin, David F. Tolin, Guido A. van Wingen, Ganesan Venkatasubramanian, Susanne Walitza, Zhen Wang, Zhen Wang, Je-Yeon Yun, Je-Yeon Yun, ENIGMA-OCD Working-Group, Paul M. Thompson, Dan J. Stein, Odile A. van den Heuvel, Odile A. van den Heuvel, Jos W. R. Twisk

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