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Verstraete, Kenneth

KU Leuven

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1Paper Count
0Citation Count
Published Papers 17
Publication Date
Automating the interpretation of cardiopulmonary exercise testing: a proof-of-concept study
err2024-10-30
err0
PREAI
errStaes, Michael; Elmahy, Ahmed; Styleman, Dimitri; Verstraete, Kenneth; Huts, Helene; Beersaerts, Amber; Troosters, Thierry; De Vos, Maarten; Janssens, Wim
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Machine learning models for different outcomes to better understand individual treatment response on COPD exacerbations in the IMPACT study
err2024-10-30
err0
PREAI
errHuts, Helene; Verstraete, Kenneth; Staes, Michael; Elmahy, Ahmed; Janssens, Wim; De Vos, Maarten
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Machine learning to identify treatment effect heterogeneity related to ICS and LAMA in the IMPACT trial
err2024-10-30
err0
PREAI
errVerstraete, Kenneth; Huts, Helene; Gyselinck, Iwein; Staes, Michael; Elmahy, Ahmed; De Vos, Maarten; Janssens, Wim
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Machine learning of spirometry may predict CLAD onset after lung transplantation
err2024-10-30
err0
PREAI
errKerckhof, Pieterjan; Verstraete, Kenneth; Beeckmans, Hanne; De Sadeleer, Laurens; Mcdonough, John; Vanaudenaerde, Bart; Vos, Robin
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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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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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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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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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Evolution of diffusion capacity in interstitial lung disease associated with rheumatoid arthritis
err2022-12-01
err0
PREAI
errVermant, M.; Goos, T.; Bode, H.; De Sadeleer, L. J.; Verstraete, K.; De Crem, N.; De Langhe, E.; Dubbeldam, A.; Verbeken, E.; Verschakelen, J.; Weynand, B.; Yserbyt, J.; Westhovens, R.; Verschueren, P.; Wuyts, W. A.
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External validation of machine learning prediction model for pulmonary hypertension due to left heart disease
err2022-12-01
err0
PREAI
errVerstraete, K.; Swinnen, K.; Baratto, C.; De Vos, M.; Topalovic, M.; Claessen, G.; Quarck, R.; Belge, C.; Vachiery, J.; Janssens, W.; Delcroix, M.
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Airway remodeling in COVID-19 lungs
err2022-12-01
err0
PREAI
errGeudens, V.; Van Slambrouck, J.; Aerts, G.; Willems, L.; Goos, T.; Kaes, J.; Gyselinck, I.; Aelbrecht, C.; Vermaut, A.; Beeckmans, H.; Vermant, M.; De Fays, C.; Sacreas, A.; Aversa, L.; Verstraete, K.; Orlitova, M.; Vanstapel, A.; Mcdonough, J. E.; Pilette, C.; Janssens, W.; Wuyts, W. A.; Verleden, G. M.; Van Raemdonck, E.; Vos, R.; Gayan-Ramirez, G.; Ceulemans, L. J.; Vanaudenaerde, B. M.
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Family history of ILD predicts pulmonary function decline in IPF patients
err2022-12-01
err1
PREAI
errGoos, T.; Vermant, M.; De Sadeleer, L. J.; Verstraete, K.; De Crem, N.; De langhe, E.; Dubbeldam, A.; Verbeken, E. K.; Verschakelen, J.; Weynand, B.; Yserbyt, J.; Vermeer, S.; Verleden, S. E.; Wuyts, W. A.
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Clinically applicable machine learning prediction model for pulmonary hypertension due to left heart disease
err2021-11-25
err0
PREAI
errSwinnen, Katleen; Verstraete, Kenneth; Das, Nilakash; Topalovic, Marko; Quarck, Rozenn; Belge, Catharina; Janssens, Wim; Delcroix, Marion
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Machine learning for estimating individual treatment effects in randomized controlled trials
err2021-11-25
err1
PREAI
errVerstraete, Kenneth; Das, Nilakash; Gyselinck, Iwein; De Vos, Maarten; Janssens, Wim
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Deep learning automates complete quality control of spirometric manoeuvre
err2020-10-28
err0
PREAI
errDas, Nilakash; Verstraete, Kenneth; Topalovic, Marko; Aerts, Jean-Marie; Janssens, Wim
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Deep-learning algorithm helps to standardise ATS/ERS spirometric acceptability and usability criteria
err2020-06-11
err20
errOAAI
errDas, Nilakash; Verstraete, Kenneth; Stanojevic, Sanja; Topalovic, Marko; Aerts, Jean-Marie; Janssens, Wim
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