Conference
Spagnolo F., Molchanova N., Ocampo Pineda M., Melie-Garcia L., Bach Cuadra M., Granziera C., Andrearczyk V., Depeursinge A.. Exploiting XAI Maps to Improve MS Lesion Segmentation and Detection in MRI - International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI, : , Marrakesh, October 2024
Gordaliza P.M., Molchanova N., Wynen M., Maggi P., Cagol A., Graziera C., Bach Cuadra M.. Towards Longitudinal Characterization of Multiple Sclerosis Atrophy Employing SynthSeg Framework and Normative Modeling - Medical Image Computing and Computer Assisted Intervention - MICCAI, : , Marrakesh, October 2024
Molchanova N., Cagol A., Gordaliza P.M., Ocampo-Pineda M., Lu P.-J., Weigel M., Chen X., Depeursinge A., Granziera C., Müller H., Bach Cuadra M.. Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis - Medical Image Computing and Computer Assisted Intervention – MICCAI, : , Marrakech, October 2024
Sanchez T., Mihailov A., Gomez Y., Martí Juan G., Eixarch E., Jakab A., Dunet V., Koob M., Auzias G., Bach Cuadra M.. Assessing Data Quality on Fetal Brain MRI Reconstruction: A Multi-site and Multi-rater Study - International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), : , Marrakech, October 2024
Lin R., Kebiri H., Gholipour A., Chen Y., Thiran J.-Ph., Karimi D., Bach Cuadra M.. Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains - International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI, : , Marrakech, October 2024
Bodenmann T.R., Gil N., Dorfner F.J., Cleveland M.C., Patel J.B., Bhat Brahmavar S., Guelen M.S., Pulido-Arias D., Kalpathy-Cramer J., Thiran J.-P., Rosen B.R., Gerstner E., Kim A. E., Bridge C. P.. Multimodal Deep Learning-Based Prediction of Immune Checkpoint Inhibitor Efficacy in Brain Metastases - MICCAI Workshop on Cancer Prevention through Early Detection, : , Marrakesh, 09 October 2024
Tiston L., Wenz D.. Improved receive performance of a 38-channel dipolectric antenna for neuroimaging at 7 Tesla using low-loss dielectrics - ESMRMB 40th Annual Scientific Meeting, : , Barcelona, October 2024
Zalevskyi V., Sanchez T., Roulet M., Aviles Verdera J., Hutter J., Kebiri H., Bach Cuadra M.. Improving Cross-Domain Brain Tissue Segmentation in Fetal MRI with Synthetic Data - Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, : , Marrakesh, October 2024
Bocquillon C., Villarreal Haro J. L., Rafael-Lopez J., Thiran J.-P., Corouge I., Caruyer E.. Orientation dispersion estimated from multidimensional diffusion MRI: does it match simulated realistic microstructure? - ESMRMB 2024 - 40th Annual Meeting cientific European Society for Magnetic Resonance in Medecine and Biology, : , Barcelona, October 2024
Viñals R., Motta P., Thiran J.-P.. Enhancement of Ultrafast Ultrasound Images: a Performance Comparison Between CNN Trained with RF or IQ Images - 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium (UFFC-JS), : , Taipei, September 2024
Beuret S., Thiran J. P.. Using Windowed Radon Transform to Measure Local Coherence Independently of Speed-of-Sound Variations in Plane-Wave Imaging - 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium (UFFC-JS), : , Taipei, September 2024
Viñals R., Thiran J.-P.. Sequential CNN-Based Enhancement of Ultrafast Ultrasound Imaging for Sparse Arrays - 2024 32nd European Signal Processing Conference (EUSIPCO), : , Lyon, August 2024
Wynen M., Istasse M., Macias Gordaliza P., Stölting A., Maggi P., Macq B., Bach Cuadra M.. Conflunet: Improving Confluent Lesion Identification In Multiple Sclerosis With Instance Segmentation - 2024 IEEE International Symposium on Biomedical Imaging (ISBI), : , Athens, May 2024
Lin R., Gholipour A., Thiran J.-P., Karimi D., Kebiri H., Bach Cuadra M.. Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains - 2024 IEEE International Symposium on Biomedical Imaging (ISBI), : , Athens, May 2024
Gardier R., Savoy A., Villarreal Haro J. L., Girard G., Canales-Rodríguez E. J., Fischi-Gomez E., Hertanu A., Jelescu I. O., Rafael-Patino J., Thiran J.-P.. Comparing Steam and PGSE Diffusion MRI Signal of RAT Lymph Nodes Using In-Silico Simulations - 2024 IEEE International Symposium on Biomedical Imaging (ISBI), : , Athens, May 2024
Vallejo-Aldana D., Ramírez-Manzanares A., Canales-Rodríguez E. J., Yu T., Cisneros-Mejorado A., Concha L., Rafael-Patiño J., Thiran J.-P.. In-Silico Trained AI for Enhanced T2 Spectrum Imaging and Myelin Water Fraction Mapping in Preclinical 7T MRI - 2024 IEEE International Symposium on Biomedical Imaging (ISBI), : , Athens, May 2024
Widmaier M., Kaiser A., Xiao Y., Huang Z., Jiang Y., Lim S., Wenz D., Xin L.. 3D whole brain mapping of creatine kinase metabolic rate using 31P-MR fingerprinting - ISMRM & SMRT Annual Meeting & Exhibition, : , Singapore, May 2024
Widmaier M., Kaiser A., Baup S., Xiao Y., Jiang Y., Huang Z., Wenz D., Xin L.. Fast and accurate 31P B1-mapping at high magnetic fields with short TRs - ISMRM & SMRT Annual Meeting & Exhibition, : , Singapore, May 2024
Xiao Y., Lanz B., Wenz D., Pierzchala K., Xin L.. A 3/2-channel 1H/13C RF surface coil for localized 13C MRS in the human frontal lobe at 7 T - ISMRM & SMRT Annual Meeting & Exhibition, : , Singapore, May 2024
Kaiser A., Anvari Vind F., Jelescu I., Widmaier M., Wenz D., Xin L.. NAD+(H) Dynamics Using 31P Functional MRS in the Brain: Insights into Energy Metabolism Mechanisms during Visual Stimulation - SMRM & SMRT Annual Meeting & Exhibition, : , Singapore, May 2024
Huang Z., Widmaier M., Wenz D., Emir U., Xin L.. Whole-brain mapping of NAD using a 31P 32-channel array coil - ISMRM & SMRT Annual Meeting & Exhibition, : , Singapore, May 2024
Wenz D., De Perrot T., Aslam I., Piredda G. F., Martuzzi R., Mattera L., Deux, J.-F., Poletti P.-A., Glessgen C., Delattre-Klauser A., Salomir R., Hilbert T., Schmitter S., Wildenberg S., Bitz A., Nagel A., Egger, N., Nagelstrasser S., Lanz T., Kimmlingen R., Herrler J., Valerio M., Xin L., Vallee J.-P.. Prostate MRI at 7T using high-performance gradients and an 8Tx/16Rx RF array: a clinical feasibility study - ISMRM & SMRT Annual Meeting & Exhibition, : , Singapore, May 2024
Wenz D., Dardano T.,. Toward a 16-channel loop-dipole combined dielectric resonator antenna array for human brain MRI at 7T using pTX - ISMRM & SMRT Annual Meeting & Exhibition, : , Singapore, 06 May 2024
Wynen M., Gordaliza P.M., Stölting A., Maggi P., Bach Cuadra M., Macq B.. Multimodal segmentation for paramagnetic rim lesion detection in multiple sclerosis - SPIE Medical Imaging, : , California, February 2024
Dumitriu LaGrange D., Xin L., Lazeyras F., Doyle K. M., Wanke I., Lövblad K.-O. MRI characterization of in vitro clots at 3T and 7T: A technical note - Journal of Neuroradiology, 51(1): 38-42, 8 February 2024
Ravano V., Sommer S., Piredda G. F., Krasensky J., Andelova M., Kudrna M., Uher T., Disselhorst J., Marechal B., Thiran J.-Ph., Hilbert T., Richiardi J., Vaneckova M., Kober T.. Perilesional tissue exhibits different T1 gradients depending on multiple sclerosis subtypes - 9th Joint ECTRIMS-ACTRIMS meeting, : , Milan, 13 October 2023
Viñals R., Beuret S., Thiran J.-P.. Quality Enhancement of Ultrafast Ultrasound Images with Deep Networks and Transfer Learning - 2023 IEEE International Ultrasonics Symposium (IUS), : , Montreal, September 2023
Heriard-Dubreuil B., Besson A., Cohen-Bacrie C., Thiran J. -P.. Interpolation-Based Regularization for Speed of Sound Estimation in Layered Media - 2023 IEEE International Ultrasonics Symposium (IUS), : , Montreal, September 2023
Heriard-Dubreuil B., Besson A., Cohen-Bacrie C., Thiran J.-P.. An Angular Framework for the Separation of Single and Multiple Scattering - 2023 IEEE International Ultrasonics Symposium (IUS), : , Montreal, September 2023
Ferritto C., Preti M. G., Moia S., Van De Ville D., Behjat H.. Brain Fingerprinting Using FMRI Spectral Signatures On High-Resolution Cortical Graphs - 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), : , Rhodes Island, Greece, June 2023
Preti M. G., Bolton T. A. W., Griffa A., Van De Ville D.. Graph Signal Processing For Neurogimaging to Reveal Dynamics of Brain Structure-Function Coupling - International Conference on Acoustics, Speech, and Signal Processing (ICASSP), : , Rhodes Island, Greece, June 2023
Banus J., Ogier A., Hullin R., Meyer P., van Heeswijk R. B., Richiardi J.. Deep spatio-temporal multiplex graph learning for cardiac imaging classification - International Conference on Acoustics, Speech, and Signal Processing (ICASSP), : , Rhodes Island, Greece, June 2023
Madrona A., Otálora S., Fischi-Gomez E., Ravano V., Maréchal B., Thiran J.-P., Kober T., Wiest R., McKinley R., Richiardi J., Rafael-Patiño J.. Federated Learning on Heterogeneous Diffusion-Weighted Imaging Data for Acute Stroke Infarct Segmentation - 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), : , Cartagena, April 2023
Taymourtash A, Kebiri H, Schwartz E, Nenning KH, Tourbier S, Kasprian G, Prayer D, Bach Cuadra M, Langs G. Spatio-temporal motion correction and iterative reconstruction of in-utero fetal fMRI - Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, 13436: 603-612, September 2022
Simicic D, Brayan Alves B, Mosso JJ, Phong Lê TP, van Heeswijk RB, Starcukova J, Klauser A, Strasser B, Wolfgang Bogner W, Cudalbu C. Fast high-resolution metabolite mapping on a preclinical 14.1 T scanner using H-FID-MRSI - Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2022, 2p: , September 2022
Griffa A, Preti M G. Brain structure-function coupling is unique to individuals across multiple frequency bands: a graph signal processing study - 30th European Signal Processing Conference (EUSIPCO), : , Belgrade, Serbia, August 2022
del Aguila Pla P, Unser M. Bona fide Riesz projections for density estimation - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), : 5613-5616, Singapore, May 2022
Dumast P de, Kebiri H, Payette K, Jakab A, Lajous H, Bach Cuadra M. Synthetic magnetic resonance images for domain adaptation: Application to fetal brain tissue segmentation - 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1(5): , March 2022
Todea RA, Melie Garcia L, Barakovic M, Siebenborn N, Cagol A, Rahmanzadeh R, Galbusera R, Lu PJ, Weigel M, Ruberte E, Radue EW, Schaedelin S, Benkert P, Yaldizli O, Oechtering J, Sinnecker T, Müller S, Achtnichts L, Vehoff J, Disanto G, Findling O, Chan A, Salmen A, Pot C, Lalive P, Zecca C, Derfuss T, Remonda L, Wagner F, Vargas M, Du Pasquier R, Pravata E, Weber J, Gobbi C, Leppert D, Wuerfel J, Kober T, Marechal B, Corredor-Jerez R, Psychogios M, Lieb J, Kappos L, Bach Cuadra M, Kuhle J, Granziera C. Leman-PV as a clinical decision-support tool to assess MS activity: a multicentric longitudinal study at 1.5T and 3T MRI - ECTRIMS 2021 - Multiple Sclerosis Journal, 27(2_SUPPL): 499, October 2021
La Rosa F, Beck ES, Maranzano J, Thiran JP, Granziera C, Reich DS, Sati P, Bach Cuadra M. Automated detection of cortical lesions with single and multi-contrast 7T MRI - ECTRIMS 2021 - Multiple Sclerosis Journal, 27(2_SUPPL): 458-459, October 2021
Bozorgtabar B, Vray G, Mahapatra D, Thiran JP. SOoD: Self-supervised Out-of-Distribution detection under domain shift for multi-class colorectal cancer tissue types - IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, : 3324-3333, Virtual, October 2021
Kebiri H, Lajous H, Yasser Aleman-Gomez Y, Girard G, Canales Rodriguez E, Tourbier S, Pizzolato M, Ledoux JB, Fornari E, Jakab A, Bach Cuadra M. Quantitative evaluation of enhanced multi-plane clinical fetal diffusion MRI with a crossing-fiber phantom - 12th International Workshop, CDMRI 2021, 13006: 12-22, Strasbourg, France, October 2021
Anklin V, Pati P, Jaume G, Bozorgtabar B, Foncubierta-Rodriguez A, Thiran JP, Sibony M, Gabrani M, Goksel O. Learning whole-slide segmentation from inexact and incomplete labels using tissue graphs - Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 24th International Conference, : 636-646, Strasbourg, France, October 2021
Rafael-Patino J, Girard G, Truffet R, Pizzolato M, Thiran JP, Caruyer E. The microstructural features of the diffusion-simulated connectivity (DiSCo) dataset - 12th International Workshop, CDMRI 2021, : 159-170, Strasbourg, France, September 2021
de Dumast P, Kebiri H, Atat C, Dunet V, Koob M, Bach Cuadra M. Segmentation of the cortical plate in fetal brain MRI with a topological loss - Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis. UNSURE 2021, PIPPI 2021, : , Strasbourg, France, October 2021
Di Noto T, Atat C, Gamito Teiga E, Hegi M, Hottinger A, Bach Cuadra M, Hagmann P, Richiardi J. Diagnostic surveillance of high-grade gliomas: towards automated change detection using radiology report classification - Applications of Machine Learning in Pharma and Healthcare Workshop, MICCAI, : , Strasbourg, France, September 2021
Lajous H, Hilbert T, Roy CW, Tourbier S, de Dumast P, Alemán-Gómez Y, Yu T, Kebiri H, Ledoux JB, Hagmann P, Meuli R, Dunet V, Koob M, Stuber M, Kober T, Bach Cuadra M. Simulated Half-Fourier Acquisitions Single-shot Turbo spin Echo (HASTE) of the fetal brain: application to super-resolution reconstruction - Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis. UNSURE 2021, PIPPI 2021, 12959: 157-167, Strasbourg, France, September 2021
Jaume G, Pati P, Bozorgtabar B, Foncubierta A, Anniciello AM, Feroce F, Rau T, Thiran JP, Gabrani M, Goksel O. Quantifying Explainers of Graph Neural Networks in Computational Pathology - IEEE/CVF Conference on Computer Vision and Pattern Recognition, : 8106-8116, June 2021
La Rosa F, Barquero G, Al-Louzi O, Maréchal Mortamet BM, Kober T, Thiran JP, Sati P, Reich DS, Maggi P, Absinta M, Bach Cuadra, Granziera C. Automated assessment of paramagnetic rim lesions in multiple sclerosis patients with 3T and 7T MP2RAGE - Proceedings of the 29th ISMRM & SMRT Annual Meeting, : , Online, May 2021
Sainz Martinez C, Lemay M, Bach Cuadra M, Jorge J. BigBrain-MR: a computational phantom for ultra-high-resolution MR methods development - Proceedings of the 29th ISMRM & SMRT Annual Meeting, : , Online, May 2021
Lajous H, Hilbert T, Roy CW, Tourbier S, de Dumast P, Alemán-Gómez Y, Yu T, Hagmann P, Koob M, Dunet V, Kober T, Stuber M, Bach Cuadra M. A magnetic resonance imaging simulation framework of the developing fetal brain - Proceedings of the 29th ISMRM & SMRT Annual Meeting, : , Online, May 2021
Simicic D, Mosso J, Lê TP, van Heeswijk RB, Jelescu I, Cudalbu C. The impact of Marchencko-Pasteur principal component analysis denoising on high-resolution MR spectroscopic imaging in the rat brain at 9.4T - ISMRM & SMRT Annual Meeting, : , Online, May 2021
Mosso J, Valette J, Pierzchala K, Simicic D, Jelescu I, Cudalbu C. Diffusion-weighted magnetic resonance spectroscopy in the cerebellum of a rat model of hepatic encephalopathy at 14.1T - ISMRM & SMRT Annual Meeting, : , Online, May 2021
Di Noto T, Marie G, Tourbier S, Alemán-Gómez y, Saliou G, Bach Cuadra M, Hagmann P, Richiardi J. Improving automated aneurysm detection on multi-site MRA data: lessons learnt from a public machine learning challenge - Proceedings of the 29th ISMRM & SMRT Annual Meeting, : , Online, May 2021
Girard G, Rafael-Patino J, Truffet R, Pizzolato M, Caruyer E, Thiran JP. A novel in silico phantom for microstructure, tractography and quantitative connectivity estimation - ISMRM & SMRT Annual Meeting, : , Online, May 2021