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

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

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

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

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Comparing penalization methods for linear models on large observational health data by Fridgeirsson, Egill A, Williams, Ross, Rijnbeek, Peter, Suchard, Marc A, Reps, Jenna M

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

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Using clinical text to refine unspecific condition codes in Dutch general practitioner EHR data by Seinen, Tom M, Kors, Jan A, van Mulligen, Erik M, Fridgeirsson, Egill A, Verhamme, Katia MC, Rijnbeek, Peter R

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Patient specific intracranial neural signatures of obsessions and compulsions in the ventral striatum by Fridgeirsson, Egill A, Bais, Melisse N, Eijsker, Nadine, Thomas, Rajat M, Smit, Dirk J A, Bergfeld, Isidoor O, Schuurman, P Richard, van den Munckhof, Pepijn, de Koning, Pelle, Vulink, Nienke, Figee, Martijn, Mazaheri, Ali, van Wingen, Guido A, Denys, Damiaan

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Changes in scalp potentials and spatial smoothing effects of inclusion of dura layer in human head models for EEG simulations by Ramon, Ceon, Garguilo, Paolo, Fridgeirsson, Egill A, Haueisen, Jens

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Cortical Abnormalities Associated With Pediatric and Adult Obsessive-Compulsive Disorder: Findings From the ENIGMA Obsessive-Compulsive Disorder Working Group by Boedhoe, Premika S.W, Abe, Yoshinari, Alonso, Pino, Ameis, Stephanie H, Anticevic, Alan, Arnold, Paul D, Beucke, Jan C, Bollettini, Irene, Bose, Anushree, Brem, Silvia, Calvo, Anna, Calvo, Rosa, Denys, Damiaan, Feusner, Jamie D, Fitzgerald, Kate D, Fouche, Jean-Paul, Fridgeirsson, Egill A, Hibar, Derrek P, Hoexter, Marcelo Q, Hu, Hao, Jahanshad, Neda, James, Anthony, Kathmann, Norbert, Kaufmann, Christian, Lazaro, Luisa, Lochner, Christine, Marsh, Rachel, Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Menchón, José M, Minuzzi, Luciano, Nakamae, Takashi, Nakao, Tomohiro, Nurmi, Erika, O’Neill, Joseph, Piacentini, John, Piras, Fabrizio, Piras, Federica, Reess, Tim J, Sato, Joao R, Soriano-Mas, Carles, Stevens, Michael C, Szeszko, Philip R, van Wingen, Guido A, Venkatasubramanian, Ganesan, Walitza, Susanne, Wang, Zhen, Yun, Je-Yeon, Stein, Dan J, Boedhoe, Premika S.W, Abe, Yoshinari, Anticevic, Alan, Batistuzzo, Marcelo C, Benedetti, Francesco, Bollettini, Irene, Bose, Anushree, Calvo, Anna, Calvo, Rosa, Cheng, Yuqi, Ciullo, Valentina, Denys, Damiaan, Drechsler, Renate, Fang, Yu, Feusner, Jamie D, Fouche, Jean-Paul, Hanna, Gregory L, Hauser, Tobias U, Huyser, Chaim, Iorio, Mariangela, James, Anthony, Khadka, Sabin, Kwon, Jun Soo, Liu, Yanni, Marsh, Rachel, Martínez-Zalacaín, Ignacio, Mataix-Cols, David, McCracken, James T, Miguel, Euripedes C, Morer, Astrid, Narumoto, Jin, Nishida, Seiji, Nurmi, Erika, Pariente, Jose C, Pittenger, Christopher, Piras, Fabrizio, Piras, Federica, Poletti, Sara, Reddy, Y.C. Janardhan, Tang, Jinsong, Vecchio, Daniela, Veltman, Dick J, Venkatasubramanian, Ganesan, Wang, Zhen, Watanabe, Anri, Xu, Jian, Xu, Xiufeng, Yun, Je-Yeon, Zhao, Qing, Thompson, Paul M, van den Heuvel, Odile A

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Mapping Cortical and Subcortical Asymmetry in Obsessive-Compulsive Disorder: Findings From the ENIGMA Consortium by Kong, Xiang-Zhen, Boedhoe, Premika S.W., Ameis, Stephanie H., Assogna, Francesca, Batistuzzo, Marcelo C., Benedetti, Francesco, Bollettini, Irene, Brem, Silvia, Buitelaar, Jan, Dallaspezia, Sara, Denys, Damiaan, Ely, Benjamin A., Fitzgerald, Kate D., Fridgeirsson, Egill A., Glahn, David C., Hirano, Yoshiyuki, Huyser, Chaim, James, Anthony, Jaspers-Fayer, Fern, Kaufmann, Christian, Koch, Kathrin, Liu, Yanni, Lochner, Christine, Menchón, José M., Moreira, Pedro S., Nakagawa, Akiko, Narayanaswamy, Janardhanan C., Nurmi, Erika L., Pariente, Jose C., Piras, Federica, Pittenger, Christopher, Rus-Oswald, Oana Georgiana, Simpson, H. Blair, van Rooij, Daan, Venkatasubramanian, Ganesan, Wang, Zhen, Yun, Je-Yeon, Boedhoe, Premika S.W., Alonso, Pino, Anticevic, Alan, Arnold, Paul D., Assogna, Francesca, Batistuzzo, Marcelo C., Benedetti, Francesco, Beucke, Jan C., Brem, Silvia, Brennan, Brian P., Calvo, Rosa, Cheng, Yuqi, Dallaspezia, Sara, Denys, Damiaan, de Vries, Froukje E., de Wit, Stella J., Ely, Benjamin A., Esteves, Madalena, Falini, Andrea, Fitzgerald, Kate D., Fouche, Jean-Paul, Fridgeirsson, Egill A., Hall, Geoff, Hu, Hao, Huyser, Chaim, Jahanshad, Neda, Kuno, Masaru, Kvale, Gerd, Liu, Yanni, Magalhães, Ricardo, Marsh, Rachel, Masuda, Yasutaka, Mataix-Cols, David, Miguel, Euripedes C., Nakamae, Takashi, Nakao, Tomohiro, Narayanaswamy, Janardhanan C., Nurmi, Erika L., Pariente, Jose C., Piras, Fabrizio, Poletti, Sara, Rus-Oswald, Oana Georgiana, Sakai, Yuki, Shimizu, Eiji, Simpson, H. Blair, Stern, Emily R., Stevens, Michael C., Szeszko, Philip R., Takahashi, Jumpei, Tang, Jinsong, Thorsen, Anders Lillevik, van Wingen, Guido A., Veltman, Dick J., Venkatasubramanian, Ganesan, Walitza, Susanne, Xu, Jian, Xu, Xiufeng, Yoshida, Tokiko, Yun, Je-Yeon, Zarei, Mojtaba, Zhao, Qing, Stein, Dan J., Francks, Clyde

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White matter diffusion estimates in obsessive-compulsive disorder across 1653 individuals: machine learning findings from the ENIGMA OCD Working Group by Kim, Bo-Gyeom, Kim, Gakyung, Abe, Yoshinari, Alonso, Pino, Ameis, Stephanie, Arnold, Paul D., Balachander, Srinivas, Banaj, Nerisa, Bargalló, Nuria, Batistuzzo, Marcelo C., Benedetti, Francesco, Bertolín, Sara, Beucke, Jan Carl, Bollettini, Irene, Brem, Silvia, Brennan, Brian P., Buitelaar, Jan K., Castelo-Branco, Miguel, Cheng, Yuqi, Ciullo, Valentina, Coelho, Ana, Dallaspezia, Sara, Ely, Benjamin A., Ferreira, Sónia, Fontaine, Martine, Fouche, Jean-Paul, Gruner, Patricia, Hagen, Kristen, Hanna, Gregory L., Hirano, Yoshiyuki, Hough, Morgan, Jahanshad, Neda, James, Anthony, Jaspers-Fayer, Fern, Kasprzak, Selina, Kathmann, Norbert, Kim, Minah, Koch, Kathrin, Kvale, Gerd, Kwon, Jun Soo, Lazaro, Luisa, Lee, Junhee, Lochner, Christine, Lu, Jin, Manrique, Daniela Rodriguez, Martínez-Zalacaín, Ignacio, Masuda, Yoshitada, Matsumoto, Koji, Maziero, Maria Paula, Menchón, Jose M., Minuzzi, Luciano, Morgado, Pedro, Narayanaswamy, Janardhanan C., Narumoto, Jin, Ortiz, Ana E., Ota, Junko, Pariente, Jose C., Perriello, Chris, Picó-Pérez, Maria, Pittenger, Christopher, Poletti, Sara, Real, Eva, Reddy, Y. C. Janardhan, van Rooij, Daan, Sakai, Yuki, Sato, João Ricardo, Segalas, Cinto, Shavitt, Roseli G., Shen, Zonglin, Shimizu, Eiji, Shivakumar, Venkataram, Soreni, Noam, Soriano-Mas, Carles, Sousa, Nuno, Sousa, Mafalda Machado, Spalletta, Gianfranco, Stern, Emily R., Stewart, S. Evelyn, Szeszko, Philip R., Thomas, Rajat, Thomopoulos, Sophia I., Venkatasubramanian, Ganesan, Vriend, Chris, Walitza, Susanne, Wang, Zhen, Yamada, Kei, Yun, Je-Yeon, Zarei, Mojtaba, Zhao, Qing, Zhu, Xi, Thompson, Paul M., Bruin, Willem B., van Wingen, Guido A., Piras, Federica, Piras, Fabrizio, Stein, Dan J., van den Heuvel, Odile A., Simpson, Helen Blair, Marsh, Rachel, Cha, Jiook

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Correction: White matter diffusion estimates in obsessive-compulsive disorder across 1653 individuals: machine learning findings from the ENIGMA OCD Working Group by Kim, Bo-Gyeom, Kim, Gakyung, Abe, Yoshinari, Alonso, Pino, Ameis, Stephanie, Arnold, Paul D., Balachander, Srinivas, Banaj, Nerisa, Bargalló, Nuria, Batistuzzo, Marcelo C., Benedetti, Francesco, Bertolín, Sara, Beucke, Jan Carl, Bollettini, Irene, Brem, Silvia, Brennan, Brian P., Buitelaar, Jan K., Castelo-Branco, Miguel, Cheng, Yuqi, Ciullo, Valentina, Coelho, Ana, Dallaspezia, Sara, Ely, Benjamin A., Ferreira, Sónia, Fontaine, Martine, Fouche, Jean-Paul, Gruner, Patricia, Hagen, Kristen, Hanna, Gregory L., Hirano, Yoshiyuki, Hough, Morgan, Jahanshad, Neda, James, Anthony, Jaspers-Fayer, Fern, Kasprzak, Selina, Kathmann, Norbert, Kim, Minah, Koch, Kathrin, Kvale, Gerd, Kwon, Jun Soo, Lazaro, Luisa, Lee, Junhee, Lochner, Christine, Lu, Jin, Manrique, Daniela Rodriguez, Martínez-Zalacaín, Ignacio, Masuda, Yoshitada, Matsumoto, Koji, Maziero, Maria Paula, Menchón, Jose M., Minuzzi, Luciano, Morgado, Pedro, Narayanaswamy, Janardhanan C., Narumoto, Jin, Ortiz, Ana E., Ota, Junko, Pariente, Jose C., Perriello, Chris, Picó-Pérez, Maria, Pittenger, Christopher, Poletti, Sara, Real, Eva, Reddy, Y. C. Janardhan, van Rooij, Daan, Sakai, Yuki, Sato, João Ricardo, Segalas, Cinto, Shavitt, Roseli G., Shen, Zonglin, Shimizu, Eiji, Shivakumar, Venkataram, Soreni, Noam, Soriano-Mas, Carles, Sousa, Nuno, Sousa, Mafalda Machado, Spalletta, Gianfranco, Stern, Emily R., Stewart, S. Evelyn, Szeszko, Philip R., Thomas, Rajat, Thomopoulos, Sophia I., Venkatasubramanian, Ganesan, Vriend, Chris, Walitza, Susanne, Wang, Zhen, Yamada, Kei, Yun, Je-Yeon, Zarei, Mojtaba, Zhao, Qing, Zhu, Xi, Thompson, Paul M., Bruin, Willem B., van Wingen, Guido A., Piras, Federica, Piras, Fabrizio, Stein, Dan J., van den Heuvel, Odile A., Simpson, Helen Blair, Marsh, Rachel, Cha, Jiook

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

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Comparison of deep learning and conventional methods for disease onset prediction by John, Luis H, Kim, Chungsoo, Kors, Jan A, Chang, Junhyuk, Morgan-Cooper, Hannah, Desai, Priya, Pang, Chao, Rijnbeek, Peter R, Reps, Jenna M, Fridgeirsson, Egill A

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

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Common and differential connectivity profiles of deep brain stimulation and capsulotomy in refractory obsessive-compulsive disorder by Chen, Xiaoyu, Wang, Zhen, Lv, Qian, Lv, Qiming, van Wingen, Guido, Fridgeirsson, Egill Axfjord, Denys, Damiaan, Voon, Valerie, Wang, Zheng

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Deep brain stimulation modulates directional limbic connectivity in obsessive-compulsive disorder by Fridgeirsson, Egill Axfjord, Figee, Martijn, Luigjes, Judy, van den Munckhof, Pepijn, Schuurman, P Richard, van Wingen, Guido, Denys, Damiaan

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Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study by Lee, Dong Yun, Choi, Byungjin, Kim, Chungsoo, Fridgeirsson, Egill, Reps, Jenna, Kim, Myoungsuk, Kim, Jihyeong, Jang, Jae-Won, Rhee, Sang Youl, Seo, Won-Woo, Lee, Seunghoon, Son, Sang Joon, Park, Rae Woong

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