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2023
Journal Articles
Feasibility of accelerated T2 mapping for the preoperative assessment of endometrial carcinoma
Z. Zhang; J. Liu; W. Wang; Y. Zhang; F. Qu et al.
Frontiers In Oncology. 2023-07-26. Vol. 13, p. 1117148. DOI : 10.3389/fonc.2023.1117148. High field brain proton magnetic resonance spectroscopy and volumetry in children with chronic, compensated liver disease-A pilot study
C. Cudalbu; L. Xin; B. Marechal; S. Lachat; F. Zangas-Gheri et al.
Analytical Biochemistry. 2023-07-04. Vol. 675, p. 115212. DOI : 10.1016/j.ab.2023.115212. ‘connEcted caesarean section’: creating a virtual link between MOthers and their infanTs to ImprOve maternal childbirth experieNce – study protocol for a PILOT trial (e-motion-pilot)
F. Corbaz; E. Boussac; K. Lepigeon; D. G. Dias; S. Marcadent et al.
Bmj Open. 2023-06-01. Vol. 13, num. 6, p. e065830. DOI : 10.1136/bmjopen-2022-065830. Accurate Diagnosis of Cortical and Infratentorial Lesions in Multiple Sclerosis Using Accelerated Fluid and White Matter Suppression Imaging
A. Martin; T. Emorine; I. Megdiche; A. Creange; T. Kober et al.
Investigative Radiology. 2023-05-01. Vol. 58, num. 5, p. 337-345. DOI : 10.1097/RLI.0000000000000939. Telecytologic diagnosis of cervical smears for triage of self-sampled human papillomavirus–positive women in a resource-limited setting: concept development before implementation
P. Vassilakos; H. Clarke; M. Murtas; T. G. Stegmüller; A. Wisniak et al.
Journal of the American Society of Cytopathology. 2023. Vol. 12, num. 3, p. 170-180. DOI : 10.1016/j.jasc.2023.02.001. Conference Papers
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation
D. Tomar; G. M. G. Vray; B. Bozorgtabar; J-P. Thiran
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Vancouver, Canada, June 18-22, 2023. ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification
T. Stegmuller; B. Bozorgtabar; A. Spahr; J-P. Thiran
2023-01-01. 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Waikoloa, HI, Jan 03-07, 2023. p. 6159-6168. DOI : 10.1109/WACV56688.2023.00611. Reviews
Morphological assessment of cartilage and osteoarthritis in clinical practice and research: Intermediate-weighted fat-suppressed sequences and beyond
P. Omoumi; C. Mourad; J-B. Ledoux; T. Hilbert
Skeletal Radiology. 2023-05-08. DOI : 10.1007/s00256-023-04343-2. Synthetic Contrasts in Musculoskeletal MRI A Review
T. Hilbert; P. Omoumi; M. Raudner; T. Kober
Investigative Radiology. 2023-01-01. Vol. 58, num. 1, p. 111-119. DOI : 10.1097/RLI.0000000000000917. Theses
Self-Supervised Learning for Patient Stratification and Survival Analysis in Computational Pathology: An Application to Colorectal Cancer
C. R. Abbet / J-P. Thiran; I. Zlobec (Dir.)
Lausanne, EPFL, 2023. 2022
Journal Articles
Assessment of idiopathic inflammatory myopathy using a deep learning method for muscle T2 mapping segmentation
F. Wang; S. Zhou; B. Hou; F. Santini; L. Yuan et al.
European Radiology. 2022-11-18. DOI : 10.1007/s00330-022-09254-9. Compressed sensing (CS) MP2RAGE versus standard MPRAGE: A of derived brain volume measurements
P. M. Ferraro; L. Gualco; M. Costagli; S. Schiavi; M. Ponzano et al.
Physica Medica-European Journal Of Medical Physics. 2022-11-01. Vol. 103, p. 166-174. DOI : 10.1016/j.ejmp.2022.10.023. 3-Dimensional Fluid and White Matter Suppression Magnetic Resonance Imaging Sequence Accelerated With Compressed Sensing Improves Multiple Sclerosis Cervical Spinal Cord Lesion Detection Compared With Standard 2-Dimensional Imaging
T. Emorine; I. Megdiche; P. Brugieres; A. Creange; T. Kober et al.
Investigative Radiology. 2022-09-01. Vol. 57, num. 9, p. 575-584. DOI : 10.1097/RLI.0000000000000874. Diffusion-relaxation scattered MR signal representation in a multi-parametric sequence
F. Bogusz; T. Pieciak; M. Afzali; M. Pizzolato
Magnetic Resonance Imaging. 2022-09-01. Vol. 91, p. 52-61. DOI : 10.1016/j.mri.2022.05.007. Variability and reproducibility of multi-echo T2 relaxometry: Insights from multi-site, multi-session and multi-subject MRI acquisitions
E. Fischi Gomez; G. Girard; P. J. Koch; T. Yu; M. Pizzolato et al.
Frontiers in Radiology. 2022-07-28. DOI : 10.3389/fradi.2022.930666. Comparison of T2 Quantification Strategies in the Abdominal-Pelvic Region for Clinical Use
R. Draveny; K. Ambarki; F. Han; T. Hilbert; V. Laurent et al.
Investigative Radiology. 2022-06-01. Vol. 57, num. 6, p. 412-421. DOI : 10.1097/RLI.0000000000000852. Cortical and subcortical changes in resting-state neuronal activity and connectivity in early symptomatic ALS and advanced frontotemporal dementia
R. Govaarts; E. Beeldman; M. Fraschini; A. Griffa; M. M. A. Engels et al.
Neuroimage-Clinical. 2022-01-01. Vol. 34, p. 102965. DOI : 10.1016/j.nicl.2022.102965. Q-Dixon and GRAPPATINI T2 Mapping Parameters: A Whole Spinal Assessment of the Relationship Between Osteoporosis and Intervertebral Disc Degeneration
X. Li; Y. Xie; R. Lu; Y. Zhang; Q. Li et al.
Journal Of Magnetic Resonance Imaging. 2022. Vol. 55, num. 5, p. 1536-1546. DOI : 10.1002/jmri.27959. Conference Papers
OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift
D. Tomar; G. M. G. Vray; B. Bozorgtabar; J-P. Thiran
2022. 5th International Conference on Medical Imaging with Deep Learning, Zurich, Switzerland, July 6-8, 2022. p. 1192-1217. Slice Estimation in Diffusion MRI of Neonatal and Fetal Brains in Image and Spherical Harmonics Domains Using Autoencoders
H. Kebiri; G. Girard; Y. Aleman-Gomez; T. Yu; A. Jakab et al.
2022-01-01. 13th International Workshop on Computational Diffusion MRI (CDMRI), Singapore, SINGAPORE, Sep 22, 2022. p. 3-13. DOI : 10.1007/978-3-031-21206-2_1. Natural-Looking Adversarial Examples From Freehand Sketches
H. G. Kim; D. Nanni; S. Suesstrunk
2022-01-01. 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, SINGAPORE, May 22-27, 2022. p. 3723-3727. DOI : 10.1109/ICASSP43922.2022.9747480. Reviews
Smartphone-Based Visual Inspection with Acetic Acid: An Innovative Tool to Improve Cervical Cancer Screening in Low-Resource Setting
J. Sami; S. L. Makajio; E. Jeannot; B. Kenfack; R. Vinals et al.
Healthcare. 2022-02-01. Vol. 10, num. 2, p. 391. DOI : 10.3390/healthcare10020391. Theses
Combining Model Driven and Data Driven Approaches for Inverse Problems in Parameter Estimation and Image Reconstruction: From Modelling to Validation
T. Yu / J-P. Thiran; M. Bach Cuadra (Dir.)
Lausanne, EPFL, 2022. Posters
2021
Journal Articles
Synthetic T-2-weighted images of the lumbar spine derived from an accelerated T-2 mapping sequence: Comparison to conventional T(2)w turbo spin echo
M. Raudner; D. F. Toth; M. M. Schreiner; T. Hilbert; T. Kober et al.
Magnetic Resonance Imaging. 2021-12-01. Vol. 84, p. 92-100. DOI : 10.1016/j.mri.2021.09.011. Additive and interaction effects of working memory and motor sequence training on brain functional connectivity
P. Zuber; L. Gaetano; A. Griffa; M. Huerbin; L. Pedulla et al.
Scientific Reports. 2021-11-29. Vol. 11, num. 1, p. 23089. DOI : 10.1038/s41598-021-02492-9. Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
K. G. Schilling; F. Rheault; L. Petit; C. B. Hansen; V. Nath et al.
Neuroimage. 2021-11-01. Vol. 243, p. 118502. DOI : 10.1016/j.neuroimage.2021.118502. C-reactive protein and white matter microstructural changes in COVID-19 patients with encephalopathy
A. Rhally; A. Griffa; S. Kremer; M. Uginet; G. Breville et al.
Journal Of Neural Transmission. 2021-10-28. Vol. 128, num. 12, p. 1899-1906. DOI : 10.1007/s00702-021-02429-6. Gamma Knife radiosurgery as salvage therapy for gangliogliomas after initial microsurgical resection
C. Tuleasca; I. Peciu-Florianu; V. Enora; N. Reyns
Journal Of Clinical Neuroscience. 2021-10-01. Vol. 92, p. 98-102. DOI : 10.1016/j.jocn.2021.07.059. Ultrahigh field in vivo characterization of microstructural abnormalities in the orbitofrontal cortex and amygdala in autism
E. Fischi-Gomez; G. Bonnier; N. Ward; C. Granziera; N. Hadjikhani
European Journal Of Neuroscience. 2021-08-19. Vol. 54, num. 6, p. 6229-6236. DOI : 10.1111/ejn.15420. Surgical management of anterior clinoidal meningiomas: consensus statement on behalf of the EANS skull base section
D. Starnoni; C. Tuleasca; L. Giammattei; G. Cossu; M. Bruneau et al.
Acta Neurochirurgica. 2021-08-16. Vol. 163, p. 3387–3400. DOI : 10.1007/s00701-021-04964-3. Clinical correlates of white matter lesions in Parkinson’s disease using automated multi-modal segmentation measures
E. Fang; M. J. Fartaria; C. N. Ann; B. Marechal; T. Kober et al.
Journal Of The Neurological Sciences. 2021-08-15. Vol. 427, p. 117518. DOI : 10.1016/j.jns.2021.117518. Fetal Brain Biometric Measurements on 3D Super-Resolution Reconstructed T2-Weighted MRI: An Intra- and Inter-observer Agreement Study
M. Khawam; P. de Dumast; P. Deman; H. Kebiri; T. Yu et al.
Frontiers In Pediatrics. 2021-08-10. Vol. 9, p. 639746. DOI : 10.3389/fped.2021.639746. The Complex Hodological Architecture of the Macaque Dorsal Intraparietal Areas as Emerging from Neural Tracers and DW-MRI Tractography
R. Caminiti; G. Girard; A. Battaglia-Mayer; E. Borra; A. Schito et al.
Eneuro. 2021-07-01. Vol. 8, num. 4, p. 0102-21.2021. DOI : 10.1523/ENEURO.0102-21.2021. Improving diagnosis accuracy of brain volume abnormalities during childhood with an automated MP2RAGE-based MRI brain segmentation
M. Serru; B. Marechal; T. Kober; L. Ribier; C. S. Taveau et al.
Journal Of Neuroradiology. 2021-06-01. Vol. 48, num. 4, p. 259-265. DOI : 10.1016/j.neurad.2019.06.005. Biologically effective dose and the treatment of AVMs Response
C. Tuleasca; M. Vermandel; N. Reyns
Journal Of Neurosurgery. 2021-06-01. Vol. 134, num. 6, p. 2008-2009. DOI : 10.3171/2020.9.JNS203545. Biologically effective dose and prediction of obliteration of unruptured arteriovenous malformations treated by upfront Gamma Knife radiosurgery: a series of 149 consecutive cases
C. Tuleasca; I. Peciu-Florianu; H-A. Leroy; M. Vermandel; M. Faouzi et al.
Journal Of Neurosurgery. 2021-06-01. Vol. 134, num. 6, p. 1901-1911. DOI : 10.3171/2020.4.JNS201250. Quantitative comparison of subcortical and ventricular volumetry derived from MPRAGE and MP2RAGE images using different brain morphometry software
J. Alonso; D. Pareto; M. Alberich; T. Kober; B. Marechal et al.
Magnetic Resonance Materials In Physics Biology And Medicine. 2021-05-29. Vol. 24, p. 903–914. DOI : 10.1007/s10334-021-00933-0. Differentiation between benign and malignant vertebral compression fractures using qualitative and quantitative analysis of a single fast spin echo T2-weighted Dixon sequence
S. Bacher; S. D. Hajdu; Y. Maeder; V. Dunet; T. Hilbert et al.
European Radiology. 2021-05-26. Vol. 31, p. 9418–9427. DOI : 10.1007/s00330-021-07947-1. Fluid and White Matter Suppression Imaging and Voxel-Based Morphometric Analysis in Conventional Magnetic Resonance Imaging-Negative Epilepsy
K. Sun; T. Yu; D. Yang; Z. Ren; L. Qiao et al.
Frontiers In Neurology. 2021-04-29. Vol. 12, p. 651592. DOI : 10.3389/fneur.2021.651592. Biologically effective dose correlates with linear tumor volume changes after upfront single-fraction stereotactic radiosurgery for vestibular schwannomas
C. Tuleasca; M. Faouzi; P. Maeder; R. Maire; J. Knisely et al.
Neurosurgical Review. 2021-04-10. Vol. 44, p. 3527–3537. DOI : 10.1007/s10143-021-01538-w. GAMER-MRI in Multiple Sclerosis Identifies the Diffusion-Based Microstructural Measures That Are Most Sensitive to Focal Damage: A Deep-Learning-Based Analysis and Clinico-Biological Validation
P-J. Lu; M. Barakovic; M. Weigel; R. Rahmanzadeh; R. Galbusera et al.
Frontiers In Neuroscience. 2021-04-06. Vol. 15, p. 647535. DOI : 10.3389/fnins.2021.647535. Conference Papers
Redox Dysregulation, Myelination Deficit and Dysconnectivity in Schizophrenia: A Translational Study in First Episode Patients and Experimental Models
K. Q. Do; J-H. Cabungcal; M. Cleusix; D. Dwir; M. Fournier et al.
2021-05-01. p. S56-S56. DOI : 10.1016/j.biopsych.2021.02.156. Reviews
Structural brain correlates in major depression, anxiety disorders and post-traumatic stress disorder: A voxel-based morphometry meta-analysis
M. Serra-Blasco; J. Radua; C. Soriano-Mas; A. G. Benlloch; D. Porta-Caster et al.
Neuroscience And Biobehavioral Reviews. 2021-10-01. Vol. 129, p. 269-281. DOI : 10.1016/j.neubiorev.2021.07.002.
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