Weakly supervised joint whole-slide segmentation and classification in prostate cancer

P. Pati; G. Jaume; Z. Ayadi; K. Thandiackal; B. Bozorgtabar et al. 

Feasibility of accelerated T2 mapping for the preoperative assessment of endometrial carcinoma

Z. Zhang; J. Liu; W. Wang; Y. Zhang; F. Qu et al. 

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. 

Markers of limbic system damage following SARS-CoV-2 infection

M. Thomasson; P. Voruz; A. Cionca; I. J. de Alcantara; A. Nuber-Champier et al. 

Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge

G. Girard; J. Rafael-Patinob; R. Truffet; D. B. Aydogan; N. Adluruh et al. 

Widespread intra-axonal signal fraction abnormalities in bipolar disorder from multicompartment diffusion MRI: Sensitivity to diagnosis, association with clinical features and pharmacologic treatment

E. J. Canales-Rodriguez; N. Verdolini; S. Alonso-Lana; M. L. Torres; F. Panicalli et al. 

Cortical alterations after very preterm birth and the association with socio-emotional abilities from childhood to early adolescence

V. Siffredi; M. C. Liverani; C. Borradori-Tolsa; R. Hà-Vinh Leuchter; J-P. Thiran et al. 

Cellular EXchange Imaging (CEXI): Evaluation of a diffusion model including water exchange in cells using numerical phantoms of permeable spheres

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

‘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. 

Brain morphometry in older adults with and without dementia using extremely rapid structural scans

M. L. Eliott; L. C. Hanford; A. Hamadeh; T. Hilbert; T. Kober et al. 

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. 

Clinical feasibility and validation of the accelerated T2 mapping sequence GRAPPATINI in brain imaging

N. Gruenebach; M. A. A. Mercado; N. F. Grauhan; A. Sanner; A. Kronfeld et al. 

Axial and radial axonal diffusivities and radii from single encoding strongly diffusion-weighted MRI

M. Pizzolato; E. J. Canales-Rodriguez; M. Andersson; T. B. Dyrby 

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. 

Source-Free Open-Set Domain Adaptation for Histopathological Images via Distilling Self-Supervised Vision Transformer

G. M. G. Vray; D. Tomar; B. Bozorgtabar; J-P. Thiran 

Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning

T. Lebailly; T. G. Stegmüller; B. Bozorgtabar; J-P. Thiran; T. Tuytelaars 

CrOC: Cross-View Online Clustering for Dense Visual Representation Learning

T. G. Stegmüller; T. Lebailly; B. Bozorgtabar; T. Tuytelaars; J-P. Thiran 

TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation

D. Tomar; G. M. G. Vray; B. Bozorgtabar; J-P. Thiran 

ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification

T. Stegmuller; B. Bozorgtabar; A. Spahr; J-P. Thiran 

Proton beam radiation therapy for vestibular schwannomas-tumor control and hearing preservation rates: a systematic review and meta-analysis

A. Santacroce; M-F. Trandafirescu; M. Levivier; D. Peters; C. Fuerweger et al. 

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 

Synthetic Contrasts in Musculoskeletal MRI A Review

T. Hilbert; P. Omoumi; M. Raudner; T. Kober 

Self-Supervised Learning for Patient Stratification and Survival Analysis in Computational Pathology: An Application to Colorectal Cancer

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. 

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. 

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. 

Real-time shimming with FID navigators

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

Prospective motion correction in kidney MRI using FID navigators

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

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. 

Diffusion-relaxation scattered MR signal representation in a multi-parametric sequence

F. Bogusz; T. Pieciak; M. Afzali; M. Pizzolato 

A multi-scale probabilistic atlas of the human connectome

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

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. 

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

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

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. 

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. 

T2 mapping for the characterization of prostate lesions

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

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

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

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. 

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

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

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

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

BMAT: An open-source BIDS managing and analysis tool

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

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. 

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. 

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

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

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. 

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 

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. 

Natural-Looking Adversarial Examples From Freehand Sketches

H. G. Kim; D. Nanni; S. Suesstrunk 

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. 

The functional characterization of callosal connections

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

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. 

Combining Model Driven and Data Driven Approaches for Inverse Problems in Parameter Estimation and Image Reconstruction: From Modelling to Validation

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

Graph Representation Learning in Computational Pathology

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. 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

The diffusion-simulated connectivity (DiSCo) dataset

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

Gamma Knife radiosurgery as salvage therapy for gangliogliomas after initial microsurgical resection

C. Tuleasca; I. Peciu-Florianu; V. Enora; N. Reyns 

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. 

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 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

Biologically effective dose and the treatment of AVMs Response

C. Tuleasca; M. Vermandel; N. Reyns 

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. 

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. 

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. 

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. 

Beekeeping – artificial neural networks to fight varroa

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

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. 

Using Dynamic Features for Automatic Cervical Precancer Detection

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

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. 

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. 

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. 

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. 

Cortical lesion detection using FLAWS in multiple sclerosis

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

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. 

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. 

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. 

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. 

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. 

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. 

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. 

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. 

Cortical Surfaces Integration with Tractography for Structural Connectivity Analysis

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