Egill Axfjord Fridgeirsson - Amsterdam UMC, Univ Amsterdam

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论文共 43 篇作者统计合作学者相似作者

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Using Clinical Text to Refine Unspecific Condition Codes in Dutch General Practitioner EHR Data

Tom M. Seinen,Jan A. Kors,Erik M. van Mulligen,Egill A. Fridgeirsson,Katia M. C. Verhamme,Peter R. Rijnbeek

International Journal of Medical Informatics (2024): 105506-105506

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Comparison of Deep Learning and Conventional Methods for Disease Onset Prediction

Luis H. John,Chungsoo Kim,Jan A. Kors,Junhyuk Chang, Hannah Morgan-Cooper, Priya Desai, Chao Pang,Peter R. Rijnbeek,Jenna M. Reps,Egill A. Fridgeirsson

arxiv（2024）

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Comparing Penalization Methods for Linear Models on Large Observational Health Data

Egill A. Fridgeirsson,Ross Williams,Peter Rijnbeek,Marc A. Suchard,Jenna M. Reps

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATIONno. 7 (2024): 1514-1521

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Impact of Random Oversampling and Random Undersampling on the Performance of Prediction Models Developed Using Observational Health Data

Cynthia Yang,Egill A. Fridgeirsson,Jan A. Kors,Jenna M. Reps,Peter R. Rijnbeek

JOURNAL OF BIG DATAno. 1 (2024)

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Development and Validation of a Patient-Level Model to Predict Dementia Across a Network of Observational Databases

Luis H. John,Egill A. Fridgeirsson,Jan A. Kors,Jenna M. Reps,Ross D. Williams,Patrick B. Ryan,Peter R. Rijnbeek

BMC Medicineno. 1 (2024): 1-12

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Health-Analytics Data to Evidence Suite (HADES): Open-Source Software for Observational Research

Martijn Schuemie,Jenna Reps,Adam Black,Frank DeFalco, Lee Evans,Egill Fridgeirsson,James P. Gilbert,Chris Knoll,Martin Lavallee,Gowtham A. Rao,Peter Rijnbeek, Katy Sadowski,Anthony Sena,Joel Swerdel,Ross D. Williams,Marc Suchard

MEDINFO 2023 - THE FUTURE IS ACCESSIBLE (2024): 966-970

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Attention-based Neural Networks for Clinical Prediction Modelling on Electronic Health Records

Egill A. Fridgeirsson,David Sontag,Peter Rijnbeek

BMC Medical Research Methodologyno. 1 (2023)

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The Added Value of Text from Dutch General Practitioner Notes in Predictive Modeling

Tom M. Seinen,Jan A. Kors,Erik M. van Mulligen,Egill Fridgeirsson,Peter R. Rijnbeek

Journal of the American Medical Informatics Association（2023）

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Patient Specific Intracranial Neural Signatures of Obsessions and Compulsions in the Ventral Striatum

Egill A. Fridgeirsson,Melisse N. Bais,Nadine Eijsker,Rajat M. Thomas,Dirk J. A. Smit,Isidoor O. Bergfeld,P. Richard Schuurman,Pepijn van den Munckhof,Pelle de Koning,Nienke Vulink,Martijn Figee,Ali Mazaheri,Guido A. van Wingen,Damiaan Denys

Journal of neural engineering（2023）

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Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients with Depression: Prediction Model Development Study

Dong Yun Lee,Byungjin Choi,Chungsoo Kim,Egill Fridgeirsson,Jenna Reps,Myoungsuk Kim,Jihyeong Kim,Jae-Won Jang,Sang Youl Rhee,Won-Woo Seo,Seunghoon Lee,Sang Joon Son,Rae Woong Park

Journal of Medical Internet Research (2023): e46165-e46165

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