Lee, S. A., Jelenkovic, I., Kokoeva, M. V., & Provost, J. (2026). Spatiotemporal Adaptive Eigenspectrum Remapping in Transcranial Ultrasound Localization Microscopy (Version 1). arXiv. https://doi.org/10.48550/ARXIV.2610.23099
Publications
Peer-reviewed and Preprints
For a complete list, see J. Provost’s Google Scholar page. Nearly all of our peer-reviewed publications are also available as preprints on public servers and on this website:
Upcoming
Stevens, T. S. W., Penninga, S. W., van Nierop, W. L., Nolan, O., Duelmer, F., Frey, B. N., Federici, B., van Hal, V., van Harten, L. D., de Hoop, H., Lopata, R., Luijten, B., van Sambeek, M., van der Schaft, V., Schwab, H.-M., Azampour, M. F., Navab, N., Ali, R., Andrzejek, A., … Simson, W. (2026). OpenH-RF: A Large-Scale Ultrasound Raw Channel Dataset Initiative (Version 1). arXiv. https://doi.org/10.48550/ARXIV.2610.13616
Rauby, B., Ghigo, N., Ramos-Palacios, G., Leconte, A., Lee, S. A., Wu, A., Xing, P., Gulenko, O., Caron, L., Malescot, A., Martineau, E., Porée, J., Gasse, M., Rungta, R. L., Sadikot, A. F., & Provost, J. (2026). ULMShare: A Large-Scale In Vivo Ultrasound Localization Microscopy Dataset for Microvascular Imaging (Version 1). arXiv. https://doi.org/10.48550/ARXIV.2606.07851 Accepted for publication in Scientific Data.
Xing, P., Malescot, A., Martineau, E., Quessy, S., Rungta, R. L., Dancause, N., & Provost, J. (2026). Automatic Aberration Correction for Transcranial Functional and Super-Resolution Ultrasound Imaging in Rodents and Nonhuman Primates (Version 2). arXiv. https://doi.org/10.48550/ARXIV.2605.01538
Lee, S. A., Leconte, A., Wu, A., Poree, J., Laplante-Berthier, M., Desrocher, S., Bouchard, P.-O., Kinugasa, J., Mihelic, S., Linninger, A., & Provost, J. (2025). The-Bodega: A Matlab Toolbox for Biologically Dynamic Microbubble Simulations on Realistic Hemodynamic Microvascular Graphs (Version 1). arXiv. https://doi.org/10.48550/ARXIV.2509.08149
2026
Wu, A., Porée, J., Ramos-Palacios, G., Ghigo, N., Bourquin, C., Leconte, A., Xing, P., Sadikot, A. F., Chassé, M., & Provost, J. (2026). 3D Transcranial Dynamic Ultrasound Localization Microscopy in the Mouse Brain Using a Row-Column Array. IEEE Transactions on Biomedical Engineering, 73(3), 1112–1123. https://doi.org/10.1109/tbme.2025.3598693
Papadacci, C., Provost, J., Tang, M.-X., Dizeux, A., Song, P., Tanter, M., Berthon, B., Ramalli, A., Tortoli, P., Kruizinga, P., Lovstakken, L., Deffieux, T., & Pernot, M. (2026). 4D Ultrafast Ultrasound: the next revolution in biomedical imaging. IEEE Transactions on Ultrasonics. Advance online publication. https://doi.org/10.1109/tuson.2026.3735239
Lee, S. A., Leconte, A., Wu, A., Kinugasa, J., Palacios, G. R., Porée, J., Sadikot, A. F., Linninger, A., & Provost, J. (2026). Assessing cerebral capillary function and stalling using single capillary reporters in ultrasound localization microscopy. Proceedings of the National Academy of Sciences, 123(2). https://doi.org/10.1073/pnas.2509564123
Alix, C., Lu, J., Millioz, F., Porée, J., Provost, J., Friboulet, D., & Salles, S. (2026). Cardiac Natural Mechanical Wave Detection and Speed Estimation Using Deep Learning–Based 2-D Ultrasound Imaging: A Feasibility Study. Ultrasound in Medicine & Biology, 52(9), 2097–2105. https://doi.org/10.1016/j.ultrasmedbio.2026.06.005
Bianki, M.-A., Bahgat, A. S., Porée, J., Provost, J., & Peter, Y.-A. (2026). Polymer Ring Resonator Fabricated by Nanoimprint for Ultrasound Detection. 2026 International Conference on Optical MEMS and Nanophotonics (OMN), 1–2. https://doi.org/10.1109/omn70392.2026.11646706
Lu, J., Millioz, F., Porée, J., Provost, J., & Zhang, Y. (2026). Ultrafast Echocardiography Based on Dynamic Subspace-Guided and Temporal Adaptive Diffusion. Medical Image Computing and Computer Assisted Intervention – MICCAI 2026, 594–604. https://doi.org/10.1007/978-3-032-38179-8_57
2025
Xing, P., Perrot, V., Dominguez-Vargas, A. U., Porée, J., Quessy, S., Dancause, N., & Provost, J. (2025). 3D ultrasound localization microscopy of the nonhuman primate brain. eBioMedicine, 111, 105457. https://doi.org/10.1016/j.ebiom.2024.105457
Leconte, A., Porée, J., Rauby, B., Wu, A., Ghigo, N., Xing, P., Lee, S., Bourquin, C., Ramos-Palacios, G., Sadikot, A. F., & Provost, J. (2025). A Tracking Prior to Localization Workflow for Ultrasound Localization Microscopy. IEEE Transactions on Medical Imaging, 44(2), 698–710. https://doi.org/10.1109/tmi.2024.3456676
Mougharbel, M., Porée, J., Lee, S. A., Xing, P., Wu, A., Tardif, J.-C., & Provost, J. (2025). A Unified Framework Combining Doppler-Based Motion Compensation, Harmonic Imaging, and Angular Coherence for High-Quality B-Mode in Ultrafast Echocardiography. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 72(1), 141–152. https://doi.org/10.1109/tuffc.2024.3505060
Xing, P., Malescot, A., Martineau, E., Rungta, R. L., & Provost, J. (2025). Inverse Problem Approach to Aberration Correction for In Vivo Transcranial Imaging Based on a Sparse Representation of Contrast-Enhanced Ultrasound Data. IEEE Transactions on Biomedical Engineering, 72(11), 3196–3209. https://doi.org/10.1109/tbme.2025.3564473
Rauby, B., Xing, P., Porée, J., Gasse, M., & Provost, J. (2025). Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy. IEEE Transactions on Image Processing, 34, 2367–2378. https://doi.org/10.1109/tip.2025.3552198
Cheng, Y., Lee, S., Xiao, Y., Ohmura, S., Bourdages, L.-J., Puma, J., He, Z., Yang, Z., Brown, J., Provost, J., & Li, J. (2025). Ultrasound Cavitation Enables Rapid, Initiator-Free Fabrication of Tough Anti-Freezing Hydrogels. Advanced Science, 12(22), 2416844. https://doi.org/10.1002/advs.202416844
2024
Puig, J., Friboulet, D., Jung Ling, H., Varray, F., Mougharbel, M., Porée, J., Provost, J., Garcia, D., & Millioz, F. (2024). Boosting Cardiac Color Doppler Frame Rates With Deep Learning. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 71(11), 1540–1551. https://doi.org/10.1109/tuffc.2024.3424549
Rauby, B., Xing, P., Gasse, M., & Provost, J. (2024). Deep Learning in Ultrasound Localization Microscopy: Applications and Perspectives. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 71(12: Breaking the Resolution), 1765–1784. https://doi.org/10.1109/tuffc.2024.3462299
Ghigo, N., Ramos-Palacios, G., Bourquin, C., Xing, P., Wu, A., Cortés, N., Ladret, H., Ikan, L., Casanova, C., Porée, J., Sadikot, A., & Provost, J. (2024). Dynamic Ultrasound Localization Microscopy Without ECG-Gating. Ultrasound in Medicine & Biology, 50(9), 1436–1448. https://doi.org/10.1016/j.ultrasmedbio.2024.05.023
Desmarais, S., Ramos-Palacios, G., Porée, J., Lee, S. A., Leconte, A., Sadikot, A. F., & Provost, J. (2024). Equivalent-time-active-cavitation-imaging enables vascular-resolution blood-brain-barrier-opening-therapy planning. Physics in Medicine & Biology, 69(5), 55014. https://doi.org/10.1088/1361-6560/ad199a
Xing, P., Porée, J., Rauby, B., Malescot, A., Martineau, E., Perrot, V., Rungta, R. L., & Provost, J. (2024). Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network. IEEE Transactions on Medical Imaging, 43(2), 662–673. https://doi.org/10.1109/tmi.2023.3316995
Bourquin, C., Porée, J., Rauby, B., Perrot, V., Ghigo, N., Belgharbi, H., Bélanger, S., Ramos-Palacios, G., Cortes, N., Ladret, H., Ikan, L., Casanova, C., Lesage, F., & Provost, J. (2024). Quantitative pulsatility measurements using 3D dynamic ultrasound localization microscopy. Physics in Medicine & Biology, 69(4), 45017. https://doi.org/10.1088/1361-6560/ad1b68
Bahgat, A. S., Provost, J., Seletskiy, D. V., & Peter, Y.-A. (2024). Ultrafast ultrasound imaging by optical polymer microring resonator array and a dual optical frequency comb: a theoretical concept. Journal of Optical Microsystems, 4(3), 034502. https://doi.org/10.1117/1.jom.4.3.034502
Lee, S. A., Porée, J., Leconte, A., Wu, A., & Provost, J. (2024). Ultrasound Localization Microscopy of the Brain: The Missing Micro Vasculature. 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1–4. https://doi.org/10.1109/isbi56570.2024.10635591
2023
Belgharbi, H., Porée, J., Damseh, R., Perrot, V., Milecki, L., Delafontaine-Martel, P., Lesage, F., & Provost, J. (2023). An Anatomically Realistic Simulation Framework for 3D Ultrasound Localization Microscopy. IEEE Open Journal of Ultrasonics, Ferroelectrics, and Frequency Control, 3, 1–13. https://doi.org/10.1109/ojuffc.2023.3235766
Lu, J., Millioz, F., Varray, F., Porée, J., Provost, J., Bernard, O., Garcia, D., & Friboulet, D. (2023). Ultrafast Cardiac Imaging Using Deep Learning for Speckle-Tracking Echocardiography. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 70(12), 1761–1772. https://doi.org/10.1109/tuffc.2023.3326377
2022
Bourquin, C., Poree, J., Lesage, F., & Provost, J. (2022). In Vivo Pulsatility Measurement of Cerebral Microcirculation in Rodents Using Dynamic Ultrasound Localization Microscopy. IEEE Transactions on Medical Imaging, 41(4), 782–792. https://doi.org/10.1109/tmi.2021.3123912
2021
Milecki, L., Poree, J., Belgharbi, H., Bourquin, C., Damseh, R., Delafontaine-Martel, P., Lesage, F., Gasse, M., & Provost, J. (2021). A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy. IEEE Transactions on Medical Imaging, 40(5), 1428–1437. https://doi.org/10.1109/tmi.2021.3056951
Cormier, P., Poree, J., Bourquin, C., & Provost, J. (2021). Dynamic Myocardial Ultrasound Localization Angiography. IEEE Transactions on Medical Imaging, 40(12), 3379–3388. https://doi.org/10.1109/tmi.2021.3086115
Blais, S., Porée, J., Ramos-Palacios, G., Desmarais, S., Perrot, V., F Sadikot, A., & Provost, J. (2021). Equivalent time active cavitation imaging. Physics in Medicine & Biology, 66(19), 195010. https://doi.org/10.1088/1361-6560/ac1877
Hardy, E., Porée, J., Belgharbi, H., Bourquin, C., Lesage, F., & Provost, J. (2021). Sparse channel sampling for ultrasound localization microscopy (SPARSE-ULM). Physics in Medicine & Biology, 66(9), 95008. https://doi.org/10.1088/1361-6560/abf1b6