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Iwein Gyselinck

department of respiratory diseases

12H-index
77Paper Count
552Citation Count
Published Papers 36
Publication Date
Uncovering the heterogeneous effect of inhaled corticosteroids on COPD exacerbations with causal machine learning
err2026-07-22
err0
errOAAI
errHelene Huts; Kenneth Verstraete; Thomas Strypsteen; Iwein Gyselinck; Michaël Staes; Amber Beersaerts; Jeroen Berrevoets; Wim Janssens; Maarten De Vos
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Lung Volume Reduction Surgery for Cannabis-Associated Emphysema: Expanding Indication With Functional and Quality of Life Improvements
err2025-12-01
err0
PREAI
errVandervelde, Christelle M.; Janssens, Wim; Everaerts, Stephanie; Klooster, Karin; Slebos, Dirk-Jan; Van Herck, Iseo; Gyselinck, Iwein; Dooms, Christophe; De Leyn, Paul; Bouneb, Sofian; Weder, Walter; Weynand, Birgit; Ceulemans, Laurens J.
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Multidimensional prognostic risk stratification of COPD exacerbations: the baseline, acuity, and trigger (BAt) model
err2025-11-25
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PREAI
errHnin W W Aung; Kristina Vermeersch; Hamish J C McAuley; Sanjay Ramakrishnan; Mustafa Abdo; Amber Beersaerts; Steven P Cass; Nicola Smallcombe; Iwein Gyselinck; Hendrik Pott; Tom J C Ward; Adam K A Wright; Christopher E Brightling; Pierre-Régis Burgel; Marco Contoli; Frits M E Franssen; Arturo Huerta; Jennifer K Quint; Bernd Schmeck; Lowie E G W Vanfleteren
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Time T—to understand treatment response
err2025-05-01
err0
PREAI
errIwein Gyselinck; Helene Huts; Maarten De Vos; Wim Janssens
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Machine learning to identify treatment effect heterogeneity related to ICS and LAMA in the IMPACT trial
err2024-10-30
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PREAI
errVerstraete, Kenneth; Huts, Helene; Gyselinck, Iwein; Staes, Michael; Elmahy, Ahmed; De Vos, Maarten; Janssens, Wim
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Identifying limitations to exercise with incremental cardiopulmonary exercise testing: a scoping review
err2024-09-04
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errOAAI
errStaes, Michael; Gyselinck, Iwein; Goetschalckx, Kaatje; Troosters, Thierry; Janssens, Wim
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Factors associated to physical activity in patients with COPD: An ecological approach
err2023-11-01
err4
errOAAI
errBlondeel, Astrid; Hermans, Fien; Breuls, Sofie; Wuyts, Marieke; Everaerts, Stephanie; Gyselinck, Iwein; De Maeyer, Nikolaas; Verniest, Thessa; Derom, Eric; Janssens, Wim; Troosters, Thierry; Demeyer, Heleen
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Heterogeneous treatment effect estimation of LABA/LAMA/ICS on COPD exacerbation risk in the IMPACT trial
err2023-10-27
err0
PREAI
errVerstraete, Kenneth; Gyselinck, Iwein; Huts, Helene; De Vos, Maarten; Janssens, Wim
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Assessment of Small Airway Flow Parameters: A Comparative Study between Realistic and Idealistic Computational Models
err2023-10-27
err0
PREAI
errMohamady, Yousry Khaled Mohamed Elmahdy; Geudens, Vincent; De Fays, Charlotte; Gyselinck, Iwein; Aversa, Lucia; Kerckhof, Pieter-Jan; Aerts, Gitte; Vermaut, Astrid; Beeckmans, Hanne; Maes, Karen; Willems, Lynn; Vermant, Marie; Cortesi, Emanuela Elsa; Goos, Tinne; Mcdonough, John; Godinas, Laurent; Quarck, Rozenn; Wuyts, Wim; Vos, Robin; Ceulemans, Laurens; Van Raemdonck, Dirk; Ramirez, Ghislaine; Janssens, Wim; Filoche, Marcel; Vanaudenaerde, Bart
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Small airway obstruction according to emphysema severity in human lungs
err2023-10-27
err0
PREAI
errGeudens, Vincent; De Fays, Charlotte; Vermaut, Astrid; Willems, Lynn; Kaes, Janne; Goos, Tinne; Vermant, Marie; Gyselinck, Iwein; Aversa, Lucia; Beeckmans, Hanne; Jin, Xin; Hooft, Charlotte; Verhaegen, Janne; Aerts, Gitte; Kerckhof, Pieterjan; Mcdonough, John E.; Quarck, Rozenn; Everaerts, Stephanie; Weynand, Birgit; Pilette, Charles; Van Raemdonck, Dirk E.; Ceulemans, Laurens J.; Wuyts, Wim A.; Vos, Robin; Janssens, Wim; Vanaudenaerde, Bart M.; Gayan-Ramirez, Ghislaine
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Computational fluid dynamics analysis of small airway deformation in COPD
err2023-10-27
err0
PREAI
errMohamady, Yousry Khaled Mohamed Elmahdy; Geudens, Vincent; De Fays, Charlotte; Gyselinck, Iwein; Aversa, Lucia; Kerckhof, Pieter Jan; Aerts, Gitte; Vermaut, Astrid; Beeckmans, Hanne; Maes, Karen; Willems, Lynn; Vermant, Marie; Mcdonough, John; Godinas, Laurent; Quarck, Rozenn; Wuyts, Wim; Vos, Robin; Ceulemans, Laurens; Van Raemdonck, Dirk; Ramirez, Ghislaine; Janssens, Wim; Filoche, Marcel; Vanaudenaerde, Bart
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Mucosal immune alterations at the early onset of tissue destruction in chronic obstructive pulmonary disease
err2023-10-17
err6
errOAAI
errde Fays, Charlotte; Geudens, Vincent; Gyselinck, Iwein; Kerckhof, Pieterjan; Vermaut, Astrid; Goos, Tinne; Vermant, Marie; Beeckmans, Hanne; Kaes, Janne; Van Slambrouck, Jan; Mohamady, Yousry; Willems, Lynn; Aversa, Lucia; Cortesi, Emanuela E.; Hooft, Charlotte; Aerts, Gitte; Aelbrecht, Celine; Everaerts, Stephanie; McDonough, John E.; De Sadeleer, Laurens J.; Gohy, Sophie; Ambroise, Jerome; Janssens, Wim; Ceulemans, Laurens J.; Van Raemdonck, Dirk; Vos, Robin; Hackett, Tillie L.; Hogg, James C.; Kaminski, Naftali; Gayan-Ramirez, Ghislaine; Pilette, Charles; Vanaudenaerde, Bart M.
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MACHINE LEARNING TO ESTIMATE INDIVIDUAL TREATMENT EFFECTS OF AZITHROMYCIN MAINTENANCE THERAPY IN COPD
errCHEST
IF8.6
err2023-10-01
err0
PREAI
errJanssens, Wim; Verstraete, Kenneth; Gyselinck, Iwein; Huts, Helene; De Vos, Maarten; Lindberg, Sarah M.; Albert, Richard K.; Connett, John E.; Djamin, Remco; van der Eerden, Menno M.
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Collaboration between explainable artificial intelligence and pulmonologists improves the accuracy of pulmonary function test interpretation
err2023-04-20
err5
errOAAI
errDas, Nilakash; Happaerts, Sofie; Gyselinck, Iwein; Staes, Michael; Derom, Eric; Brusselle, Guy; Burgos, Felip; Contoli, Marco; Dinh-Xuan, Anh Tuan; Franssen, Frits M. E.; Gonem, Sherif; Greening, Neil; Haenebalcke, Christel; Man, William D-C.; Moises, Jorge; Peche, Rudi; Poberezhets, Vitalii; Quint, Jennifer K.; Steiner, Michael C.; Vanderhelst, Eef; Abdo, Mustafa; Topalovic, Marko; Janssens, Wim
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Estimating individual treatment effects on COPD exacerbations by causal machine learning on randomised controlled trials
errTHORAX
IF7.7
err2023-04-03
err6
errOAAI
errVerstraete, Kenneth; Gyselinck, Iwein; Huts, Helene; Das, Nilakash; Topalovic, Marko; De Vos, Maarten; Janssens, Wim
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An in depth study of morphological small airway changes in explant lungs with end stage COPD
err2022-12-01
err0
PREAI
errde Fays, C.; Geudens, V.; Beeckmans, H.; Vermaut, A.; Gyselinck, I.; Goos, T.; Vermant, M.; Kaes, J.; Aelbrecht, C.; Maes, K.; Mohamady, Y.; Willems, L.; Aversa, L.; Everaerts, S.; Mcdonough, J. E.; De Sadeleer, L.; Gohy, S.; Wuyts, W. A.; Janssens, W.; Ceulemans, L. J.; Van Raemdonck, D. E.; Vos, R.; Pilette, C.; Gayan-Ramirez, G.; Vanaudenaerde, B. M.
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PROM and PREM preferences in COPD-patients
err2022-12-01
err0
PREAI
errGyselinck, I.; Vermeersch, K.; Pott, H.; Ramakrishnan, S.; Halner, A.; Collis, P.; Coleman, C.; Watz, H.; Dobbels, F.; Franssen, F.; Greulich, T.; Burgel, P.; Bafadhel, M.; Janssens, W.
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Principal component analysis of flow-volume curves in COPDGene to link spirometry with phenotypes of COPD
err2022-12-01
err0
errOAAI
errVerstraete, K.; Das, N.; Gyselinck, I.; Topalovic, M.; Troosters, T.; De Vos, M.; Janssens, W.
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Machine learning-based individual treatment effect estimation of azithromycin on COPD exacerbations
err2022-12-01
err0
PREAI
errVerstraete, K.; Gyselinck, I.; Staes, M.; Lindberg, S.; Albert, R.; Connett, J.; De Vos, M.; Janssens, W.
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