A Perspective on a Quality Management System for AI/ML-Based Clinical Decision Support in Hospital Care

por Bartels, Richard, Dudink, Jeroen, Haitjema, Saskia, Oberski, Daniel, van ‘t Veen, Annemarie
Publicado 2022

Privacy-preserving local analysis of digital trace data: A proof-of-concept

por Boeschoten, Laura, Mendrik, Adriënne, van der Veen, Emiel, Vloothuis, Jeroen, Hu, Haili, Voorvaart, Roos, Oberski, Daniel L.
Publicado 2022

Performance of active learning models for screening prioritization in systematic reviews: a simulation study into the Average Time to Discover relevant records

por Ferdinands, Gerbrich, Schram, Raoul, de Bruin, Jonathan, Bagheri, Ayoub, Oberski, Daniel L., Tummers, Lars, Teijema, Jelle Jasper, van de Schoot, Rens
Publicado 2023

Developing a personalized remote patient monitoring algorithm: a proof-of-concept in heart failure

por Moazeni, Mehran, Numan, Lieke, Brons, Maaike, Houtgraaf, Jaco, Rutten, Frans H, Oberski, Daniel L, van Laake, Linda W, Asselbergs, Folkert W, Aarts, Emmeke
Publicado 2023

Automatic Prediction of Recurrence of Major Cardiovascular Events: A Text Mining Study Using Chest X-Ray Reports

por Bagheri, Ayoub, Groenhof, T. Katrien J., Asselbergs, Folkert W., Haitjema, Saskia, Bots, Michiel L., Veldhuis, Wouter B., de Jong, Pim A., Oberski, Daniel L.
Publicado 2021

Automatic multilabel detection of ICD10 codes in Dutch cardiology discharge letters using neural networks

por Sammani, Arjan, Bagheri, Ayoub, van der Heijden, Peter G. M., te Riele, Anneline S. J. M., Baas, Annette F., Oosters, C. A. J., Oberski, Daniel, Asselbergs, Folkert W.
Publicado 2021

Identifying multivariate disease trajectories and potential phenotypes of early knee osteoarthritis in the CHECK cohort

por Altamirano, Sara, Jansen, Mylène P., Oberski, Daniel L., Eijkemans, Marinus J. C., Mastbergen, Simon C., Lafeber, Floris P. J. G., van Spil, Willem E., Welsing, Paco M. J.
Publicado 2023

A robust mRNA signature obtained via recursive ensemble feature selection predicts the responsiveness of omalizumab in moderate‐to‐severe asthma

por Kidwai, Sarah, Barbiero, Pietro, Meijerman, Irma, Tonda, Alberto, Perez‐Pardo, Paula, Lio ´, Pietro, van der Maitland‐Zee, Anke H., Oberski, Daniel L., Kraneveld, Aletta D., Lopez‐Rincon, Alejandro
Publicado 2023

A data mining-based cross-industry process for predicting major bleeding in mechanical circulatory support

por Felix, Susanne E A, Bagheri, Ayoub, Ramjankhan, Faiz R, Spruit, Marco R, Oberski, Daniel, de Jonge, Nicolaas, van Laake, Linda W, Suyker, Willem J L, Asselbergs, Folkert W
Publicado 2021

Life-threatening ventricular arrhythmia prediction in patients with dilated cardiomyopathy using explainable electrocardiogram-based deep neural networks( )

por Sammani, Arjan, van de Leur, Rutger R, Henkens, Michiel T H M, Meine, Mathias, Loh, Peter, Hassink, Rutger J, Oberski, Daniel L, Heymans, Stephane R B, Doevendans, Pieter A, Asselbergs, Folkert W, te Riele, Anneline S J M, van Es, René
Publicado 2022

Propensity score‐based analysis of long‐term outcome of patients on HeartWare and HeartMate 3 left ventricular assist device support

por Numan, Lieke, Ramjankhan, Faiz Z., Oberski, Daniel L., Oerlemans, Martinus I.F.J., Aarts, Emmeke, Gianoli, Monica, Van Der Heijden, Joris J., De Jonge, Nicolaas, Van Der Kaaij, Niels P., Meuwese, Christiaan L., Mokhles, Mostafa M., Oppelaar, Anne‐Marie, De Waal, Eric E.C., Asselbergs, Folkert W., Van Laake, Linda W.
Publicado 2021