Следене
Kenneth Verstraete
Kenneth Verstraete
Потвърден имейл адрес: kuleuven.be
Заглавие
Позовавания
Позовавания
Година
Deep-learning algorithm helps to standardise ATS/ERS spirometric acceptability and usability criteria
N Das, K Verstraete, S Stanojevic, M Topalovic, JM Aerts, W Janssens
European Respiratory Journal 56 (6), 2020
292020
Analyzing soccer players’ skill ratings over time using tensor-based methods
K Verstraete, T Decroos, B Coussement, N Vannieuwenhoven, J Davis
Machine Learning and Knowledge Discovery in Databases: International …, 2020
62020
Estimating airway resistance from forced expiration in spirometry
N Das, K Verstraete, M Topalovic, JM Aerts, W Janssens
Applied Sciences 9 (14), 2842, 2019
62019
Estimating individual treatment effects on COPD exacerbations by causal machine learning on randomised controlled trials
K Verstraete, I Gyselinck, H Huts, N Das, M Topalovic, M De Vos, ...
thorax 78 (10), 983-989, 2023
52023
Principal component analysis of flow-volume curves in COPDGene to link spirometry with phenotypes of COPD
K Verstraete, N Das, I Gyselinck, M Topalovic, T Troosters, JD Crapo, ...
Respiratory Research 24 (1), 20, 2023
22023
Family history of ILD predicts pulmonary function decline in IPF patients
T Goos, M Vermant, LJ De Sadeleer, K Verstraete, N De Crem, ...
European Respiratory Journal 60 (suppl 66), 2022
12022
Machine learning for estimating individual treatment effects in randomized controlled trials
K Verstraete, N Das, I Gyselinck, M De Vos, W Janssens
European Respiratory Journal 58 (suppl 65), 2021
12021
Applications of Machine Learning in Pulmonology: Tools for Clinical Decision Making
K Verstraete
2024
MACHINE LEARNING TO ESTIMATE INDIVIDUAL TREATMENT EFFECTS OF AZITHROMYCIN MAINTENANCE THERAPY IN COPD
W Janssens, K Verstraete, I Gyselinck, H Huts, M De Vos, SM Lindberg, ...
Chest 164 (4), A6525, 2023
2023
Heterogeneous treatment effect estimation of LABA/LAMA/ICS on COPD exacerbation risk in the IMPACT trial
K Verstraete, I Gyselinck, H Huts, M De Vos, W Janssens
European Respiratory Journal 62 (suppl 67), 2023
2023
Machine learning to differentiate pulmonary hypertension due to left heart disease from pulmonary arterial hypertension
K Swinnen, K Verstraete, C Baratto, L Hardy, M De Vos, M Topalovic, ...
ERJ Open Research 9 (5), 2023
2023
Identifying Responder Subgroups for Exacerbations Using Machine Learning in the Impact Trial
K Verstraete, I Gyselinck, H Huts, M Staes, M De Vos, W Janssens
A108. NEW INSIGHTS INTO CHRONIC OBSTRUCTIVE PULMONARY DISEASE, A2698-A2698, 2023
2023
Evolution of diffusion capacity in interstitial lung disease associated with rheumatoid arthritis
M Vermant, T Goos, H Bode, LJ De Sadeleer, K Verstraete, N De Crem, ...
European Respiratory Journal 60 (suppl 66), 2022
2022
External validation of machine learning prediction model for pulmonary hypertension due to left heart disease
K Verstraete, K Swinnen, C Baratto, M De Vos, M Topalovic, G Claessen, ...
European Respiratory Journal 60 (suppl 66), 2022
2022
Airway remodeling in COVID-19 lungs
V Geudens, J Van Slambrouck, G Aerts, L Willems, T Goos, J Kaes, ...
European Respiratory Journal 60 (suppl 66), 2022
2022
Machine learning-based individual treatment effect estimation of azithromycin on COPD exacerbations
K Verstraete, I Gyselinck, M Staes, S Lindberg, R Albert, J Connett, ...
European Respiratory Journal 60 (suppl 66), 2022
2022
Clinically applicable machine learning prediction model for pulmonary hypertension due to left heart disease
K Swinnen, K Verstraete, N Das, M Topalovic, R Quarck, C Belge, ...
European Respiratory Journal 58 (suppl 65), 2021
2021
Deep learning automates complete quality control of spirometric manoeuvre
N Das, K Verstraete, M Topalovic, JM Aerts, W Janssens
European Respiratory Journal 56 (suppl 64), 2020
2020
Airway Resistance from Clinical Spirometry: Validation with Quantitative CT in COPDGene
N Das, K Verstraete, M Topalovic, JD Crapo, EK Silverman, BJ Make, ...
D76. COPD: CLINICAL STUDIES, A7554-A7554, 2020
2020
The Link Between the Shape of Maximal Expiratory Flow-Volume Curves and CT-Based Phenotypes in COPDGene
K Verstraete, N Das, JD Crapo, EK Silverman, BJ Make, EA Regan, ...
D28. COPD: FROM PATHOGENESIS TO PROGNOSIS, A6423-A6423, 2020
2020
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