Van Hoof C - Search Results

1

Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout.

Das A, Pradhapan P, Groenendaal W, Adiraju P, Rajan RT, Catthoor F, Schaafsma S, Krichmar JL, Dutt N, Van Hoof C. Das A, et al. Among authors: van hoof c. Neural Netw. 2018 Mar;99:134-147. doi: 10.1016/j.neunet.2017.12.015. Epub 2018 Jan 12. Neural Netw. 2018. PMID: 29414535

2

Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation.

De Cannière H, Corradi F, Smeets CJP, Schoutteten M, Varon C, Van Hoof C, Van Huffel S, Groenendaal W, Vandervoort P. De Cannière H, et al. Among authors: van huffel s, van hoof c. Sensors (Basel). 2020 Jun 26;20(12):3601. doi: 10.3390/s20123601. Sensors (Basel). 2020. PMID: 32604829 Free PMC article.

3

Artefact Detection in Impedance Pneumography Signals: A Machine Learning Approach.

Moeyersons J, Morales J, Seeuws N, Van Hoof C, Hermeling E, Groenendaal W, Willems R, Van Huffel S, Varon C. Moeyersons J, et al. Among authors: van huffel s, van hoof c. Sensors (Basel). 2021 Apr 8;21(8):2613. doi: 10.3390/s21082613. Sensors (Basel). 2021. PMID: 33917824 Free PMC article.

4

Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths.

Zhang Y, Song S, Vullings R, Biswas D, Simões-Capela N, van Helleputte N, van Hoof C, Groenendaal W. Zhang Y, et al. Among authors: van hoof c, van helleputte n. Sensors (Basel). 2019 Feb 7;19(3):673. doi: 10.3390/s19030673. Sensors (Basel). 2019. PMID: 30736395 Free PMC article.

5

LSTM-only Model for Low-complexity HR Estimation from Wrist PPG.

Rocha LG, Paim G, Biswas D, Bampi S, Catthoor F, Van Hoof C, Van Helleputte N. Rocha LG, et al. Among authors: van hoof c, van helleputte n. Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:1068-1071. doi: 10.1109/EMBC46164.2021.9630942. Annu Int Conf IEEE Eng Med Biol Soc. 2021. PMID: 34891472

6

Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy.

Morales J, Moeyersons J, Testelmans D, Buyse B, Borzée P, Van Hoof C, Groenendaal W, Van Huffel S, Varon C. Morales J, et al. Among authors: van huffel s, van hoof c. Physiol Meas. 2021 Dec 21;42(11). doi: 10.1088/1361-6579/ac2a70. Physiol Meas. 2021. PMID: 34571494

7

Towards personalized fluid monitoring in haemodialysis patients: thoracic bioimpedance signal shows strong correlation with fluid changes, a cohort study.

Schoutteten MK, Vranken J, Lee S, Smeets CJP, De Cannière H, Van Hoof C, Peeters J, Groenendaal W, Vandervoort PM. Schoutteten MK, et al. Among authors: van hoof c. BMC Nephrol. 2020 Jul 11;21(1):264. doi: 10.1186/s12882-020-01922-6. BMC Nephrol. 2020. PMID: 32652949 Free PMC article.

8

Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study.

De Cannière H, Smeets CJP, Schoutteten M, Varon C, Van Hoof C, Van Huffel S, Groenendaal W, Vandervoort P. De Cannière H, et al. Among authors: van huffel s, van hoof c. J Med Internet Res. 2020 May 20;22(5):e17326. doi: 10.2196/17326. J Med Internet Res. 2020. PMID: 32432552 Free PMC article.

9

Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring.

Rozo A, Moeyersons J, Morales J, Garcia van der Westen R, Lijnen L, Smeets C, Jantzen S, Monpellier V, Ruttens D, Van Hoof C, Van Huffel S, Groenendaal W, Varon C. Rozo A, et al. Among authors: van huffel s, van hoof c. Front Bioeng Biotechnol. 2022 Feb 14;10:806761. doi: 10.3389/fbioe.2022.806761. eCollection 2022. Front Bioeng Biotechnol. 2022. PMID: 35237576 Free PMC article.

10

Short-Term Exercise Progression of Cardiovascular Patients throughout Cardiac Rehabilitation: An Observational Study.

De Cannière H, Smeets CJP, Schoutteten M, Varon C, Morales Tellez JF, Van Hoof C, Huffel SV, Groenendaal W, Vandervoort P. De Cannière H, et al. Among authors: van hoof c. J Clin Med. 2020 Sep 29;9(10):3160. doi: 10.3390/jcm9103160. J Clin Med. 2020. PMID: 33003544 Free PMC article.

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