Publications

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2023

Reviews

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.

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.

Cerebral Metabolic Dysfunction at the Acute Phase of Traumatic Brain Injury Correlates with Long-Term Tissue Loss

A. Bernini; S. Magnoni; J-P. Miroz; R. Corredor-Jerez; G. Bertolini et al. 

Journal Of Neurotrauma. 2022-11-04. DOI : 10.1089/neu.2022.0161.

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.

Real-time shimming with FID navigators

T. E. Wallace; T. Kober; J. P. Stockmann; J. R. Polimeni; S. K. Warfield et al. 

Magnetic Resonance In Medicine. 2022-09-12. Vol. 88, num. 6, p. 2548-2563. DOI : 10.1002/mrm.29421.

Prospective motion correction in kidney MRI using FID navigators

C. Ariyurek; T. E. Wallace; T. Kober; S. Kurugol; O. Afacan 

Magnetic Resonance In Medicine. 2022-09-05. DOI : 10.1002/mrm.29424.

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.

A multi-scale probabilistic atlas of the human connectome

Y. Aleman-Gomez; A. Griffa; J-C. Houde; E. Najdenovska; S. Magon et al. 

Scientific Data. 2022-08-23. Vol. 9, num. 1, p. 516. DOI : 10.1038/s41597-022-01624-8.

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.

Text as signal. A tutorial with case studies focusing on social media (Twitter)

E. Mayor; L. M. Bietti; E. J. Canales-Rodriguez 

Behavior Research Methods. 2022-07-25. DOI : 10.3758/s13428-022-01917-1.

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.

Through-Plane Super-Resolution With Autoencoders in Diffusion Magnetic Resonance Imaging of the Developing Human Brain

H. Kebiri; E. J. Canales-Rodriguez; H. Lajous; P. de Dumast; G. Girard et al. 

Frontiers In Neurology. 2022-05-02. Vol. 13, p. 827816. DOI : 10.3389/fneur.2022.827816.

T2 mapping for the characterization of prostate lesions

T. Hepp; L. Kalmbach; M. Kolb; P. Martirosian; T. Hilbert et al. 

World Journal Of Urology. 2022-03-31. DOI : 10.1007/s00345-022-03991-8.

NPTX1-related oculomotor apraxia: an intra-hemispheric disconnection disorder

C. Helmchen; P. J. Koch; G. Girard; N. Bruggemann; B. Machner et al. 

Journal Of Neurology. 2022-03-14. Vol. 269, p. 3931–3936. DOI : 10.1007/s00415-022-11057-3.

Does powder averaging remove dispersion bias in diffusion MRI diameter estimates within real 3D axonal architectures?

M. Andersson; M. Pizzolato; H. M. Kjer; K. F. Skodborg; H. Lundell et al. 

Neuroimage. 2022-03-01. Vol. 248, p. 118718. DOI : 10.1016/j.neuroimage.2021.118718.

Editorial: Computational Neuroimage Analysis Tools for Brain (Diseases) Biomarkers

D. M. Sima; M. Bach Cuadra; T. B. Dyrby; K. Van Leemput 

Frontiers In Neuroscience. 2022-02-18. Vol. 16, p. 841807. DOI : 10.3389/fnins.2022.841807.

Value of T-2 Mapping MRI for Prostate Cancer Detection and Classification

M. Klingebiel; L. Schimmoeller; E. Weiland; T. Franiel; K. Jannusch et al. 

Journal Of Magnetic Resonance Imaging. 2022-01-17. Vol. 56, num. 2, p. 413-422. DOI : 10.1002/jmri.28061.

BMAT: An open-source BIDS managing and analysis tool

C. Vanden Bulcke; M. Wynen; J. Detobel; F. La Rosa; M. Absinta et al. 

Neuroimage-Clinical. 2022-01-01. Vol. 36, p. 103252. DOI : 10.1016/j.nicl.2022.103252.

Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue

R. M. M. Gardier; J. L. Villarreal Haro; E. J. Canales Rodriguez; I. Jelescu; G. Girard et al. 

2022. DOI : 10.48550/arXiv.2209.02293.

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.

Simultaneous 3D acquisition of H-1 MRF and Na-23 MRI

Z. Yu; S. Hodono; O. Dergachyova; T. Hilbert; B. Wang et al. 

Magnetic Resonance In Medicine. 2022. Vol. 87, num. 5, p. 2299-2312. DOI : 10.1002/mrm.29135.

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

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

The functional characterization of callosal connections

G. M. Innocenti; K. Schmidt; C. Milleret; M. Fabri; M. G. Knyazeva et al. 

Progress In Neurobiology. 2022-01-01. Vol. 208, p. 102186. DOI : 10.1016/j.pneurobio.2021.102186.

What we learn about bipolar disorder from large-scale neuroimaging: Findings and future directions from theENIGMABipolar Disorder Working Group

C. R. K. Ching; D. P. Hibar; T. P. Gurholt; A. Nunes; S. I. Thomopoulos et al. 

Human Brain Mapping. 2022. Vol. 43, num. 1, p. 56-82. DOI : 10.1002/hbm.25098.

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. 

Deep learning-based analysis of multiple sclerosis lesions with high and ultra-high field MRI

F. La Rosa / J-P. Thiran; M. Bach Cuadra (Dir.)  

Lausanne, EPFL, 2022. 

Graph Representation Learning in Computational Pathology

G. Jaume / J-P. Thiran; M. Gabrani (Dir.)  

Lausanne, EPFL, 2022. 

Posters

Towards a high-density packing white matter substrate generator for Monte-Carlo simulations

J. L. Villarreal Haro; R. M. M. Gardier; E. J. Canales Rodriguez; G. Girard; J-P. Thiran et al. 

2022 Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, London, England, UK, May, 07-12, 2022.

Estimation of numerical substrate properties with compartmentalized models from Monte-Carlo simulated DW-MRI signals

R. M. M. Gardier; J. L. Villarreal Haro; E. J. Canales Rodriguez; G. Girard; J. R. Patino Lopez et al. 

Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, London, England, UK, 07-12 May 2022.

2021

Journal Articles

Data-driven myelin water imaging based on T-1 and T-2 relaxometry

G. F. Piredda; T. Hilbert; V. Ravano; E. J. Canales-Rodriguez; M. Pizzolato et al. 

Nmr In Biomedicine. 2021-12-22.  p. e4668. DOI : 10.1002/nbm.4668.

Revisiting the T-2 spectrum imaging inverse problem: Bayesian regularized non-negative least squares

E. J. Canales-Rodriguez; M. Pizzolato; T. Yu; G. F. Piredda; T. Hilbert et al. 

Neuroimage. 2021-12-01. Vol. 244, p. 118582. DOI : 10.1016/j.neuroimage.2021.118582.

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.

Magnetoencephalography Brain Signatures Relate to Cognition and Cognitive Reserve in the Oldest-Old: The EMIF-AD 90+Study

A. Griffa; N. Legdeur; M. Badissi; M. P. van den Heuvel; C. J. Stam et al. 

Frontiers In Aging Neuroscience. 2021-11-25. Vol. 13, p. 746373. DOI : 10.3389/fnagi.2021.746373.

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.

The diffusion-simulated connectivity (DiSCo) dataset

J. Rafael-Patino; G. Girard; R. Truffet; M. Pizzolato; E. Caruyer et al. 

Data In Brief. 2021-10-01. Vol. 38, p. 107429. DOI : 10.1016/j.dib.2021.107429.

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.

Validating atlas-based lesion disconnectomics in multiple sclerosis: A retrospective multi-centric study

V. Ravano; M. Andelova; M. J. Fartaria; M. F. -W. Mahdi; B. M. Maréchal Mortamet et al. 

NeuroImage: Clinical. 2021-09-02. Vol. 32, p. 102817. DOI : 10.1016/j.nicl.2021.102817.

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.

Chronic White Matter Inflammation and Serum Neurofilament Levels in Multiple Sclerosis

P. Maggi; J. Kuhle; S. Schadelin; F. van der Meer; M. Weigel et al. 

Neurology. 2021-08-10. Vol. 97, num. 6, p. E543-E553. DOI : 10.1212/WNL.0000000000012326.

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.

Measuring compartmental T-2-orientational dependence in human brain white matter using a tiltable RF coil and diffusion-T-2 correlation MRI

C. M. W. Tax; E. Kleban; M. Chamberland; M. Barakovic; U. Rudrapatna et al. 

Neuroimage. 2021-08-01. Vol. 236, p. 117967. DOI : 10.1016/j.neuroimage.2021.117967.

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.

Bundle-Specific Axon Diameter Index as a New Contrast to Differentiate White Matter Tracts

M. Barakovic; G. Girard; S. Schiavi; D. Romascano; M. Descoteaux et al. 

Frontiers in Neuroscience. 2021-06-15. Vol. 15. DOI : 10.3389/fnins.2021.646034.

Age- and gender-related differences in brain tissue microstructure revealed by multi-component T2 relaxometry

E. J. Canales Rodriguez; S. Alonso-Lana; N. Verdolini; S. Sarró; I. Feria et al. 

Neurobiology of Aging. 2021-06-10. Vol. 106, p. 68-79. DOI : 10.1016/j.neurobiolaging.2021.06.002.

Myelin and axon pathology in multiple sclerosis assessed by myelin water and multi-shell diffusion imaging

R. Rahmanzadeh; P-J. Lu; M. Barakovic; M. Weigel; P. Maggi et al. 

Brain. 2021-06-01. Vol. 144, p. 1684-1696. DOI : 10.1093/brain/awab088.

Disconnectomics of the Rich Club Impacts Motor Recovery After Stroke

P. Egger; G. G. Evangelista; P. J. Koch; C-H. Park; L. Levin-Gleba et al. 

Stroke. 2021-06-01. Vol. 52, num. 6, p. 2115-2124. DOI : 10.1161/STROKEAHA.120.031541.

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.

DDR1 methylation is associated with bipolar disorder and the isoform expression and methylation of myelin genes

B. Garcia-Ruiz; M. C. de Moura; G. Muntane; L. Martorell; E. Bosch et al. 

Epigenomics. 2021-05-04. Vol. 13, num. 11, p. 845-858. DOI : 10.2217/epi-2021-0006.

Beekeeping – artificial neural networks to fight varroa

A. Bugnon; R. Vinals; C. Abbet; G. Chevassus; M. Bohnenblust et al. 

Agrarforschung Schweiz. 2021-05-01. Vol. 12, num. 5, p. 102-108. DOI : 10.34776/afs12-102.

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.

Using Dynamic Features for Automatic Cervical Precancer Detection

R. Vinals Terres; P. Vassilakos; M. S. Rad; M. Undurraga; P. Petignat et al. 

Diagnostics. 2021-04-17. Vol. 11, num. 4, p. 716. DOI : 10.3390/diagnostics11040716.

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.

Conditional LSTM-GAN for Melody Generation from Lyrics

Y. Yu; A. Srivastava; S. Canales 

Acm Transactions On Multimedia Computing Communications And Applications. 2021-04-01. Vol. 17, num. 1, p. 35. DOI : 10.1145/3424116.

Surgery for cyst dilatation of a ventriculus terminalis in adults: Keep it simple!

C. Tuleasca; Y. Ducos; S. Knafo; M. Levivier; N. Aghakhani et al. 

Neurochirurgie. 2021-04-01. Vol. 67, num. 2, p. 211-213. DOI : 10.1016/j.neuchi.2020.04.003.

Magnetization-prepared 2 Rapid Gradient-Echo MRI for B-1 Insensitive 3D T1 Mapping of Hip Cartilage: An Experimental and Clinical Validation

F. Schmaranzer; O. Afacan; T. D. Lerch; Y-J. Kim; K. A. Siebenrock et al. 

Radiology. 2021-04-01. Vol. 299, num. 1, p. 150-158. DOI : 10.1148/radiol.2021200085.

Plasma neurofilament light and phosphorylated tau 181 as biomarkers of Alzheimer’s disease pathology and clinical disease progression

C. Clark; P. Lewczuk; J. Kornhuber; J. Richiardi; B. Marechal et al. 

Alzheimers Research & Therapy. 2021-03-25. Vol. 13, num. 1, p. 65. DOI : 10.1186/s13195-021-00805-8.

Standardized intraoperative 5-ALA photodynamic therapy for newly diagnosed glioblastoma patients: a preliminary analysis of the INDYGO clinical trial

M. Vermandel; C. Dupont; F. Lecomte; H-A. Leroy; C. Tuleasca et al. 

Journal Of Neuro-Oncology. 2021-03-20. Vol. 152, p. 501–514. DOI : 10.1007/s11060-021-03718-6.

The Brain Connectome after Gamma Knife Radiosurgery of the Ventro-Intermediate Nucleus for Tremor: Marseille-Lausanne Radiobiology Study Protocol

C. Tuleasca; T. Witjas; M. Levivier; N. Girard; A. Cretol et al. 

Stereotactic And Functional Neurosurgery. 2021-03-08. Vol. 99, num. 5, p. 387–392. DOI : 10.1159/000514066.

CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking

D. Perdios; M. Vonlanthen; F. Martinez; M. Arditi; J-P. Thiran 

Ieee Transactions On Medical Imaging. 2021-03-01. Vol. 40, num. 3, p. 1078-1089. DOI : 10.1109/TMI.2020.3046700.

Hierarchical Microstructure Informed Tractography

M. Ocampo-Pineda; S. Schiavi; F. Rheault; G. Girard; L. Petit et al. 

Brain Connectivity. 2021-03-01. Vol. 11, num. 2, p. 75-88. DOI : 10.1089/brain.2020.0907.

Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain

C. Leuze; M. Goubran; M. Barakovic; M. Aswendt; Q. Tian et al. 

Neuroimage. 2021-03-01. Vol. 228, p. 117692. DOI : 10.1016/j.neuroimage.2020.117692.

MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients

F. La Rosa; T. Yu; G. Barquero; J-P. Thiran; C. Granziera et al. 

Computers in Biology and Medicine. 2021-02-26. Vol. 132, p. 104297. DOI : 10.1016/j.compbiomed.2021.104297.

The annular closure device-panacea of lumbar disc herniation: how closed is closed enough for the intervertebral disc space?

A. R. Kurzbuch; J-Y. Fournier; C. Tuleasca 

Acta Neurochirurgica. 2021-02-19. Vol. 163, p. 1611–1612. DOI : 10.1007/s00701-021-04764-9.

T-1-Based Synthetic Magnetic Resonance Contrasts Improve Multiple Sclerosis and Focal Epilepsy Imaging at 7 T

A. Massire; C. Seiler; T. Troalen; O. M. Girard; P. Lehmann et al. 

Investigative Radiology. 2021-02-01. Vol. 56, num. 2, p. 127-133. DOI : 10.1097/RLI.0000000000000718.

Brain structural and functional substrates of ADGRL3 (latrophilin 3) haplotype in attention-deficit/hyperactivity disorder

A. Moreno-Alcazar; J. A. Ramos-Quiroga; M. Ribases; C. Sanchez-Mora; G. Palomar et al. 

Scientific Reports. 2021-01-27. Vol. 11, num. 1, p. 2373. DOI : 10.1038/s41598-021-81915-z.

Comparison of non-parametric T2 relaxometry methods for myelin water quantification

E. J. Canales Rodriguez; M. Pizzolato; G. F. Piredda; T. Hilbert; N. Kunz et al. 

Medical Image Analysis. 2021-01-08. Vol. 69, p. 101959. DOI : 10.1016/j.media.2021.101959.

Free induction decay navigator motion metrics for prediction of diagnostic image quality in pediatric MRI

T. E. Wallace; O. Afacan; C. Jaimes; J. Rispoli; K. Pelkola et al. 

Magnetic Resonance In Medicine. 2021-01-06. Vol. 85, num. 6, p. 3169-3181. DOI : 10.1002/mrm.28649.

Alzheimer’s Disease Biomarkers in Idiopathic Normal Pressure Hydrocephalus: Linking Functional Connectivity and Clinical Outcome

G. Bommarito; D. Van De Ville; G. B. Frisoni; V. Garibotto; F. Ribaldi et al. 

Journal Of Alzheimers Disease. 2021-01-01. Vol. 83, num. 4, p. 1717-1728. DOI : 10.3233/JAD-210534.

Conference Papers

Leman-PV as a clinical decision-support tool to assess MS activity: a multicentric longitudinal study at 1.5T and 3T MRI

R. -A. Todea; L. Melie-Garcia; M. Barakovic; N. Siebenborn; R. Rahmanzadeh et al. 

2021-10-01.  p. 456-457.

Automated detection of cortical lesions with single and multi-contrast 7T MRI

F. La Rosa; E. S. Beck; J. Maranzano; J. -P. Thiran; C. Granziera et al. 

2021-10-01.  p. 458-459.

Cortical lesion detection using FLAWS in multiple sclerosis

J. Muller; R. Rahmanzadeh; C. Tsagkas; M. Barakovic; P. -J. Lu et al. 

2021-10-01.  p. 433-434.

An assessment of intra-scanner reproducibility of myelin-sensitive MRI measures

R. Rahmanzadeh; M. Weigel; P. -J. Lu; L. Melie-Garcia; T. D. Nguyen et al. 

2021-10-01.  p. 430-431.

Toward fully automated assessment of the central vein sign using deep learning

T. Huelnhagen; O. Al Louzi; M. J. Fartaria; L. Daboul; D. S. Reich et al. 

2021-10-01.  p. 461-462.

T-1 relaxometry abnormalities in white matter tracts predict functional systems scores in MS

V. Ravano; G. F. Piredda; M. Vaneckova; J. Krasensky; M. Andelova et al. 

2021-10-01.  p. 392-392.

Periventricular gradients of T-1 z-scores correlate with disability in early multiple sclerosis

M. Vaneckova; G. F. Piredda; M. Andelova; J. Krasensky; T. Uher et al. 

2021-10-01.  p. 466-467.

CLaiMS-Net: cortical lesions assessment in multiple sclerosis patients via a convolutional neural network and a single 3T MRI acquisition

F. La Rosa; P. -J. Lu; R. Rahmanzadeh; A. Cagol; M. Barakovic et al. 

2021-10-01.  p. 457-458.

Automated assessment of paramagnetic rim lesions in multiple sclerosis patients with 3T and 7T MP2RAGE

F. La Rosa; G. Barquero; O. Al-Louzi; B. M. Maréchal Mortamet; T. Kober et al. 

2021-05-15. The 2021 ISMRM & SMRT Annual Meeting & Eshibition, [Online], 15-20 may, 2021.

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.

Simulated Half-Fourier Acquisitions Single-shot Turbo Spin Echo (HASTE) of the Fetal Brain: Application to Super-Resolution Reconstruction

H. Lajous; T. Hilbert; C. W. Roy; S. Tourbier; P. de Dumast et al. 

2021-01-01. 3rd Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (UNSURE) / 6th International Workshop on Preterm, Perinatal and Paediatric Image Analysis (PIPPI), ELECTR NETWORK, Sep 27-Oct 01, 2021. p. 157-167. DOI : 10.1007/978-3-030-87735-4_15.

Directional Cross-Correlation for Improved Aberration Phase Estimation in Pulse-Echo Speed-of-Sound Imaging

S. Beuret; B. Hériard-Dubreuil; S. Canales; J-P. Thiran 

2021. IEEE International Ultrasonics Symposium (IEEE IUS), Xi’an, China, September 11-16, 2021 . DOI : 10.1109/IUS52206.2021.9593870.

Quantitative Evaluation of Enhanced Multi-plane Clinical Fetal Diffusion MRI with a Crossing-Fiber Phantom

H. Kebiri; H. Lajous; Y. Aleman-Gomez; G. Girard; E. C. Rodriguez et al. 

2021-01-01. 12th International Workshop on Computational Diffusion MRI (CDMRI), ELECTR NETWORK, Oct 01, 2021. p. 12-22. DOI : 10.1007/978-3-030-87615-9_2.

Medical Image Classification Using Generalized Zero Shot Learning

D. Mahapatra; B. Bozorgtabar; Z. Ge 

2021-01-01. IEEE/CVF International Conference on Computer Vision (ICCVW), ELECTR NETWORK, Oct 11-17, 2021. p. 3337-3346. DOI : 10.1109/ICCVW54120.2021.00373.

Self-supervised Multimodal Generalized Zero Shot Learning for Gleason Grading

D. Mahapatra; B. Bozorgtabar; S. Kuanar; Z. Ge 

2021-01-01. 3rd MICCAI Workshop on Domain Adaptation and Representation Transfer (DART), Strasbourg, France, Sep 27-Oct 01, 2021. p. 46-56. DOI : 10.1007/978-3-030-87722-4_5.

Self-supervised Learning of Inter-label Geometric Relationships for Gleason Grade Segmentation

D. Mahapatra; S. Kuanar; B. Bozorgtabar; Z. Ge 

2021-01-01. 3rd MICCAI Workshop on Domain Adaptation and Representation Transfer (DART), Strasbourg, France, Sep 27-Oct 01, 2021. p. 57-67. DOI : 10.1007/978-3-030-87722-4_6.

Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs

V. Anklin; P. Pati; G. Jaume; B. Bozorgtabar; A. Foncubierta-Rodriguez et al. 

2021-01-01. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), ELECTR NETWORK, Sep 27-Oct 01, 2021. p. 636-646. DOI : 10.1007/978-3-030-87196-3_59.

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.

Cortical Surfaces Integration with Tractography for Structural Connectivity Analysis

E. St-Onge; N. Al-Sharif; G. Girard; G. Theaud; M. Descoteaux 

Brain Connectivity. 2021-09-01. Vol. 11, num. 7, p. 505-517. DOI : 10.1089/brain.2020.0930.

Impact of combined use of intraoperative MRI and awake microsurgical resection on patients with gliomas: a systematic review and meta-analysis

C. Tuleasca; H-A. Leroy; I. Peciu-Florianu; O. Strachowski; B. Derre et al. 

Neurosurgical Review. 2021-02-03. Vol. 44, p. 2977–2990. DOI : 10.1007/s10143-021-01488-3.

Theses

Model-based 3D Face Reconstruction

C. R. J. Ecabert / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

See all LTS5 Publications