Project Details
Description
The ACACIA project aims to advance cardiac care with AI, taking a patient-centered and physician-centered approach to address unresolved challenges that hamper adoption of AI in clinical practice.
| Acronym | ACACIA |
|---|---|
| Status | Active |
| Effective start/end date | 1/05/21 → 30/04/26 |
Topsector
- TKI-HTSM
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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Electrocardiogram Feature Extraction: A Quantitative Comparison of Signal Reconstruction Using Traditional and Autoencoder Methods
van Mierlo, R. R. M. (Corresponding author), Relouw, F. J. A. & van Riel, N. A. W., 2 Jan 2026, Efficient Medical Artificial Intelligence: First International Workshop, EMA4MICCAI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Chen, T., Wu, J., Yuan, K., Xing, X., Du, Y., Kim, J., Padoy, N., Ren, H., Navab, N. & Bai, L. (eds.). Cham: Springer, p. 31-40 10 p. (Lecture Notes in Computer Science (LNCS); vol. 16318).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Reproducing and improving one-dimensional convolutional neural networks for arterial blood pressure-based cardiac output estimation
van Mierlo, R. R. M., Bouwman, R. A. & van Riel, N. A. W., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA). Institute of Electrical and Electronics Engineers, 6 p. 10596819Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)52 Downloads (Pure) -
Combining mechanistic modeling and machine learning to model slow hemodynamic changes in ICU patients
van Mierlo, R. R. M. & van Riel, N. A. W., 26 Jan 2023.Research output: Contribution to conference › Poster
Open AccessFile28 Downloads (Pure)