Biomedical Diagnostics Lab

2024

2D Contrast-Ultrasound Dispersion Imaging of Angiogenesis in Adenomyosis: First Experimental Measurements

Kandi, F., Dinis Fernandes, C., Turco, S., de Bock, E., Juffermans, L. J. M., Huirne, J. A. F. & Mischi, M., 29 Jul 2024, IEEE International Workshop on Medical Measurement and Applications, MEMEA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596726

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

11 Downloads (Pure)

A customised down-sampling machine learning approach for sepsis prediction

Wu, Q., Ye, F., Gu, Q., Shao, F., Long, X., Zhan, Z., Zhang, J., He, J., Zhang, Y. & Xiao, Q., Apr 2024, In: International Journal of Medical Informatics. 184, 11 p., 105365.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Citation (Scopus)

57 Downloads (Pure)

Adaptive higher-order singular value decomposition clutter filter for ultrafast Doppler imaging of coronary flow under non-negligible tissue motion

Huang, Y. (Corresponding author), Chen, X., Badescu, E., Kuenen, M., Bonnefous, O. & Mischi, M., May 2024, In: Ultrasonics. 140, 13 p., 107307.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Citation (Scopus)

17 Downloads (Pure)

Adenomyosis: Diagnostic Features and Clinical Impact

Rees, C. O., 2 Apr 2024, Eindhoven: Eindhoven University of Technology. 363 p.

Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access

File

462 Downloads (Pure)

A generative foundation model for five-class sleep staging with arbitrary sensor input

Gorp, H. V., van Gilst, M. M., Fonseca, P., van Meulen, F. B., van Dijk, J. P., Overeem, S. & van Sloun, R. J. G., 9 Aug 2024, arXiv.org, 31 p.

Research output: Working paper › Preprint › Academic

Open Access

File

A multi-task learning model using RR intervals and respiratory effort to assess sleep disordered breathing

Xie, J. (Corresponding author), Fonseca, P., van Dijk, J., Overeem, S. & Long, X., 5 May 2024, In: BioMedical Engineering Online. 23, 1, 16 p., 45.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

53 Downloads (Pure)

An adversarial learning approach to generate pressure support ventilation waveforms for asynchrony detection

Hao, L., Bakkes, T. H. G. F., van Diepen, A., Chennakeshava, N., Bouwman, R. A., De Bie Dekker, A. J. R., Woerlee, P. H., Mojoli, F., Mischi, M., Shi, Y. & Turco, S. (Corresponding author), Jun 2024, In: Computer Methods and Programs in Biomedicine. 250, 11 p., 108175.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

33 Downloads (Pure)

An atrial fibrillation detection strategy in dynamic ECGs with significant individual differences

Ma, C., Long, X., Sheng, W., Vullings, R., Yang, M., Zhao, L., Aarts, R. M., Li, J. & Liu, C. (Corresponding author), 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 10 p., 4002010.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

36 Downloads (Pure)

An in silico study of the effects of cardiovascular aging on carotid flow waveforms and indexes in a virtual population

Suriani, I. (Corresponding author), Bouwman, R. A., Mischi, M. & Lau, K. D., 1 Apr 2024, In: American Journal of Physiology : Heart and Circulatory Physiology. 326, 4, p. H877-H899 23 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Downloads (Pure)

A pretrain-finetune approach for improving model generalizability in outcome prediction of acute respiratory distress syndrome patients

Lin, S., Yang, M., Liu, C., Wang, Z. & Long, X. (Corresponding author), Jun 2024, In: International Journal of Medical Informatics. 186, 8 p., 105397.

Research output: Contribution to journal › Article › Academic › peer-review

A randomized controlled trial reducing cesarean delivery rates in China by introducing trial of labor after cesarean and electrohysterography

Thijssen, K. M. J. (Corresponding author), Frenken, M. W. E., Van der Hout-van der Jagt, M. B., Li, W., Mo, Z., Westerhuis, M. E. M. H. & Swan, G. O., 2024, In: Journal of Maternal-Fetal and Neonatal Medicine. 37, 1, 6 p., 2376661.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

7 Downloads (Pure)

A review on atrial fibrillation detection from ambulatory ECG

Ma, C., Xiao, Z., Zhao, L., Biton, S., Behar, J. A., Long, X. (Corresponding author), Vullings, R., Aarts, R. M., Li, J. & Liu, C., 1 Mar 2024, In: IEEE Transactions on Biomedical Engineering. 71, 3, p. 876-892 17 p., 10274126.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

13 Downloads (Pure)

Artificial intelligence based cardiotocogram assessment during labor

Melaet, R., de Vries, I. R. (Corresponding author), Kok, R. D., Guid Oei, S., Huijben, I. A. M., van Sloun, R. J. G., van Laar, J. O. E. H. & Vullings, R., Apr 2024, In: European Journal of Obstetrics & Gynecology and Reproductive Biology. 295, p. 75-85 11 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

2 Citations (Scopus)

52 Downloads (Pure)

A sleep stage estimation algorithm based on cardiorespiratory signals derived from a suprasternal pressure sensor

Cerina, L. (Corresponding author), Overeem, S., Papini, G. B., van Dijk, J. P., Vullings, R., van Meulen, F., Ross, M., Cerny, A., Anderer, P. & Fonseca, P., Apr 2024, In: Journal of Sleep Research. 33, 2, 11 p., e14015.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Citation (Scopus)

60 Downloads (Pure)

A spatiotemporal deep-learning model for force estimation from surface electromyography

Simon, P.-E., Peri, E., Long, X., Van Dijk, J. P. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 5 p. 10596729

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

BSANet: Boundary-aware and scale-aggregation networks for CMR image segmentation

Zhang, D., Lu, C., Tan, T., Dashtbozorg, B., Long, X., Xu, X., Zhang, J. & Shan, C. (Corresponding author), 28 Sept 2024, In: Neurocomputing. 599, 11 p., 128125.

Research output: Contribution to journal › Article › Academic › peer-review

Can 3D Multiparametric Ultrasound Imaging Predict Prostate Biopsy Outcome?

Chen, P. (Corresponding author), Turco, S., Wang, Y., Jager, A., Daures, G., Wijkstra, H., Zwart, W., Huang, P. & Mischi, M., Aug 2024, In: Ultrasound in Medicine and Biology. 50, 8, p. 1194-1202 9 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

22 Downloads (Pure)

Capturing the Narcolepsy Symptom Spectrum: an mHealth Approach

Quaedackers, L., 21 Mar 2024, Eindhoven: Eindhoven University of Technology. 205 p.

Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access

File

120 Downloads (Pure)

Cardiac function to monitor fetal health

Nichting, T. J., 4 Jul 2024, Eindhoven: Eindhoven University of Technology. 263 p.

Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access

File

117 Downloads (Pure)

Changes in Maternal Heart Rate Variability and Photoplethysmography Morphology after Corticosteroid Administration: A Prospective, Observational Study

Bester, M. (Corresponding author), Nichting, T. J., Joshi, R., Aissati, L., Oei, G. S., Mischi, M., van Laar, J. O. E. H. & Vullings, R., 2 Apr 2024, In: Journal of Clinical Medicine. 13, 8, 18 p., 2442.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

15 Downloads (Pure)

Characterising the motion and cardiorespiratory interaction of preterm infants can improve the classification of their sleep state

Zhang, D., Peng, Z., Sun, S., van Pul, C., Shan, C., Dudink, J., Andriessen, P., Aarts, R. M. & Long, X. (Corresponding author), Jun 2024, In: Acta Paediatrica. 113, 6, p. 1236-1245 10 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

28 Downloads (Pure)

Continuous movement quantification in preterm infants using fiber mat: Advancing long-term monitoring in hospital settings

Peng, Z. (Corresponding author), Zhao, Y., Kommers, D., van den Boom, H. P. A., Liang, J., Long, X., Niemarkt, H. J., Andriessen, P. & van Pul, C., Mar 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 10 p., 10444648.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Citation (Scopus)

68 Downloads (Pure)

Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor

Yang, M., Peng, Z., van Pul, C., Andriessen, P., Dong, K., Silverstand, D., Li, J., Liu, C. & Long, X. (Corresponding author), Oct 2024, In: Computer Methods and Programs in Biomedicine. 255, 13 p., 108335.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

25 Downloads (Pure)

DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm

Merkofer, J. P. (Corresponding author), Revach, G., Shlezinger, N., Routtenberg, T. & van Sloun, R. J. G., Feb 2024, In: IEEE Transactions on Vehicular Technology. 73, 2, p. 2771-2785 15 p., 10266765.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

10 Citations (Scopus)

24 Downloads (Pure)

Deep Learning for Sparse Domain Kalman Filtering with Applications on ECG Denoising and Motility Estimation

De Vries, I. R. (Corresponding author), De Jong, A. M., Van Der Hout-Van Der Jagt, M. B., Van Laar, J. O. E. H. & Vullings, R., Aug 2024, In: IEEE Transactions on Biomedical Engineering. 71, 8, p. 2321-2329 9 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

2 Citations (Scopus)

10 Downloads (Pure)

Deep Transfer Learning for Automated Single-Lead EEG Sleep Staging with Channel and Population Mismatches

van der Aar, J. (Corresponding author), van den Ende, D., Fonseca, P., van Meulen, F., Overeem, S., van Gilst, M. M. & Peri, E., 5 Jan 2024, In: Frontiers in Physiology. 14 - 2023, 14 p., 1287342.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Citation (Scopus)

89 Downloads (Pure)

Dehazing Ultrasound using Diffusion Models

Stevens, T. S. W., Meral, F. C., Yu, J., Apostolakis, I. Z., Robert, J.-L. & van Sloun, R. J. G., 7 Feb 2024, (E-pub ahead of print) In: IEEE Transactions on Medical Imaging. XX, X, 10423849.

Research output: Contribution to journal › Article › Academic › peer-review

4 Citations (Scopus)

Delayed matrix pencil method for local shear wave viscoelastographic estimation

Li, X. (Corresponding author), Turco, S., Aarts, R. M., Wijkstra, H. & Mischi, M., 2024, In: Computer Methods and Programs in Biomedicine Update. 5, 10 p., 100156.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

16 Downloads (Pure)

Detecting central apneas using multichannel signals in premature infants

Varisco, G. (Corresponding author), Peng, Z., Kommers, D., Cottaar, E. J. E., Andriessen, P., Long, X. & van Pul, C., Feb 2024, In: Physiological Measurement. 45, 2, 19 p., 025009 .

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Citation (Scopus)

35 Downloads (Pure)

Development and validation of an interpretable conformal predictor to predict sepsis mortality risk: Retrospective cohort study

Yang, M., Chen, H., Hu, W., Mischi, M., Shan, C., Li, J., Long, X. & Liu, C. (Corresponding author), 18 Mar 2024, In: Journal of Medical Internet Research. 26, 16 p., e50369.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

35 Downloads (Pure)

Dynamic Causal Modelling Applied to Functional MRI of Depression: An Objective Diagnosis

Schielen, S., Stepanov, D., Cîrstian, R., Ruijters, D., Aldenkamp, A. P. & Zinger, S., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA). Institute of Electrical and Electronics Engineers, 6 p. 10596739

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2 Downloads (Pure)

Dynamic Probabilistic Pruning: A General Framework for Hardware-Constrained Pruning at Different Granularities

Gonzalez-Carabarin, L. (Corresponding author), Huijben, I. A. M., Veeling, B., Schmid, A. & van Sloun, R. J. G., 1 Jan 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, p. 733-744 12 p., 9790881.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

4 Citations (Scopus)

9 Downloads (Pure)

Early prediction of gestational diabetes mellitus using maternal demographic and clinical risk factors

Wu, Y., Hamelmann, P., van der Ven, M., Asvadi, S., van der Hout-van der Jagt, M. B., Oei, S. G., Mischi, M., Bergmans, J. & Long, X. (Corresponding author), 15 Apr 2024, In: BMC Research Notes. 17, 1, 7 p., 105.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

44 Downloads (Pure)

Enhancing Ultrasound Shear-Wave Viscoelastography by Advanced Signal Processing and Deep Learning

Chen, X., 1 May 2024, Eindhoven: Eindhoven University of Technology. 144 p.

Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access

File

201 Downloads (Pure)

Estimating respiratory effort through diaphragmatic electromyography on simulated airway obstructions

Grońska, G., Peri, E., Long, X., van Meulen, F., van Dijk, J. P. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596884

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Estimating the severity of obstructive sleep apnea using ECG, respiratory effort and neural networks

Fonseca, P. (Corresponding author), Ross, M., Cerny, A., Anderer, P., Schipper, F., Grassi, A., van Gilst, M. & Overeem, S., Jul 2024, In: IEEE Journal of Biomedical and Health Informatics. 28, 7, p. 3895-3906 12 p., 10485422.

Research output: Contribution to journal › Article › Academic › peer-review

Evaluation of the image quality and validity of handheld echocardiography for stroke volume and left ventricular ejection fraction quantification: a method comparison study

de Raat, F. M. (Corresponding author), van Houte, J., Montenij, L. J., Bouwmeester, S., Felix, S. E. A., Bingley, P., de Boer, E. C., Houthuizen, P. & Bouwman, R. A., Jan 2024, In: The International Journal of Cardiovascular Imaging. 40, 1, p. 15-25 11 p.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

32 Downloads (Pure)

Explainable depression classification: a machine learning approach based on brain network size and functional connectivity

Pilmeyer, J., Koolen, J. W. M., Breeuwer, M., Jansen, J. F. A. & Zinger, S., 8 Mar 2024.

Research output: Contribution to conference › Poster

Explainable machine learning for central apnea detection in premature infants

Varisco, G., Peng, Z., Andriessen, P., van Pul, C. & Long, X., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596705

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Downloads (Pure)

External validation of the Advanced Alert Monitor (AAM) in a Dutch Hospital

Bakkes, T., de Bie Dekker, A., van der Stam, J., Kaymak, U., Mischi, M., Bouwman, A. & Turco, S., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 5 p. 10596888

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Feasibility and reliability of fetal two dimensional speckle tracking echocardiography at 16 weeks gestational age: A pilot study

Nichting, T. J. (Corresponding author), van Lier, Z. A., de Vet, C., van der Ven, M., van der Woude, D. A. A., Clur, S. A., van Oostrum, N. H. M., Oei, S. G. & van Laar, J. O. E. H., Apr 2024, In: PLoS ONE. 19, 4, 11 p., e0302123.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

11 Downloads (Pure)

Feasibility of 3D Ultrasound Strain Analysis in the Non-Pregnant Uterus

Cheng, A., Huang, Y., Schoot, D., Xu, L. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA). Institute of Electrical and Electronics Engineers, 6 p. 10596735

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Feasibility of Measuring Thermodilution Curve Recirculation with a Novel High-Resolution Integrated Photonic Sensor-System

Gerards, N. P. C. M., Rutten, M. C. M., Turco, S., Mischi, M., Bouwman, R. A., Korsten, H. H. M., Backx, T. & van de Vosse, F. N., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596780

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Fetal cardiac function by 2D speckle tracking echocardiography

de Vet, C. M., 4 Jul 2024, Eindhoven: Eindhoven University of Technology. 219 p.

Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access

File

150 Downloads (Pure)

Fetal strain and strain rate measured with speckle tracking echocardiography in maternal diabetes: systematic review

de Vet, C., Zamani, H., van der Woude, D., Clur, S.-A., Oei, G., van Laar, J. & van Oostrum, N., 17 Jul 2024, (E-pub ahead of print) In: Fetal Diagnosis and Therapy. XX, X

Research output: Contribution to journal › Article › Academic › peer-review

From Experience to Experience: Key Insights for Improved Interaction with AI in Radiology

Fang, N., Pluyter, J., Bakker, S., Jacobs, I., Luyer, M., Nederend, J., Raijmakers, J., Chen, L.-L. & Funk, M., 11 May 2024, CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, Inc, p. 1-7 7 p. 169

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

From intra- to extra-uterine: early phase design of a transfer to extra-uterine life support through medical simulation

van Haren, J. (Corresponding author), Delbressine, F. L. M., Monincx, M., Hoveling, T., Meijer, N., Bangaru, C., Sterk, J., van der Woude, D., Oei, S. G. & van der Hout-van der Jagt, M. B., 20 Aug 2024, In: Frontiers in Medical Technology. 6, 20 p., 1371447.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

9 Downloads (Pure)

Heart rate response to cortical arousals in patients with isolated obstructive sleep apnea and with comorbid insomnia (COMISA)

Wulterkens, B. (Corresponding author), Hermans, L. W. A., Fonseca, P., Janssen, H., van Hirtum, P., Overeem, S. & van Gilst, M. M., May 2024, In: Sleep & Breathing. 28, 2, p. 735-744 10 p.

Research output: Contribution to journal › Article › Academic › peer-review

1 Downloads (Pure)

Improved clinical outcome prediction in depression using neurodynamics in an emotional face-matching functional MRI task

Pilmeyer, J. (Corresponding author), Lamerichs, R. M. J. N., Ramsaransing, F., Jansen, J. F. A., Breeuwer, M. & Zinger, S., 22 Mar 2024, In: Frontiers in Psychiatry. 15, 19 p., 1255370.

Research output: Contribution to journal › Article › Academic › peer-review

Open Access

File

1 Citation (Scopus)

43 Downloads (Pure)

Improved mECG Removal and fECG Extraction by Integrated Periodic Components Analysis and Singular Value Decomposition

Galli, A., Peri, E., Hamelmann, P. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596833

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Biomedical Diagnostics Lab

Research output

Search results