Fast refacing of MR images with a generative neural network lowers re-identification risk and preserves volumetric consistency

N. Molchanova; B. Marechal; J-P. Thiran; T. Kober; T. Huelnhagen et al. 

Multiparametric Characterization and Spatial Distribution of Different MS Lesion Phenotypes

F. Tazza; G. Boffa; S. Schiavi; C. Lapucci; G. F. Piredda et al. 

GANDALF: Graph-based transformer and Data Augmentation Active Learning Framework with interpretable features for multi-label chest Xray classification

D. Mahapatra; B. Bozorgtabar; Z. Ge; M. Reyes 

Quantitative T2 Mapping of Acute Pancreatitis

F. Poroes; N. Vietti Violi; G. Piazza; E. Uldry; E. Lazaro-Fontanet et al. 

Editorial: Sport performance analysis: from the laboratory to the field

F. Meyer; O. Sandbakk; G. P. Millet 

Impact of the Mean Cochlear Biologically Effective Dose on Hearing Preservation After Stereotactic Radiosurgery for Vestibular Schwannoma: A Retrospective Longitudinal Analysis

C. Tuleasca; I. Toma-Dasu; S. Duroux; M. George; R. Maire et al. 

Clinically Driven Alpha/Beta Ratios for Melanoma Brain Metastases and Investigation of Biologically Effective Dose as a Predictor for Local Control After Radiosurgery: A Proof of Concept in a Retrospective Longitudinal Series of 274 Consecutive Lesions

I. Zubatkina; I. Toma-Dasu; A. Dasu; M. Levivier; C. Tuleasca et al. 

Impact of biologically effective dose on tremor decrease after stereotactic radiosurgical thalamotomy for essential tremor: a retrospective longitudinal analysis

C. Tuleasca; G. Carey; R. Barriol; G. Touzet; F. Dubus et al. 

Connectome-Based Neurosurgery in Primary Intra-Axial Neoplasms: Beyond the Traditional Modular Conception of Brain Architecture for the Preservation of Major Neurological Domains and Higher-Order Cognitive Functions

M. Magnani; A. Rustici; M. Zoli; C. Tuleasca; B. Chaurasia et al. 

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

Development and clinical validation of computational imaging biomarkers for neurodegenerative diseases

Inverse Problems in Pulse-Echo Ultrasound: Exploiting Coherence for Image Enhancement and Quantitative Imaging

A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (2/6)

R. Vinals Terres; J-P. Thiran 

A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (1/6)

R. Vinals Terres; J-P. Thiran 

Pathologist Computer-Aided Diagnostic Scoring of Tumor Cell Fraction: A Swiss National Study

A. L. Frei; R. Oberson; E. Baumann; A. Perren; R. Grobholz et al. 

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

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

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 

Quantitative imaging through the production chain: from idea to application

N. Salameh; S. Weingartner; T. Hilbert; V. Vilgrain; M. D. Robson et al. 

Successful MRI-Guided Focused Ultrasound Thalamotomy after Ipsilateral Gamma Knife Radiosurgery for Essential Tremor: A Case Report with Video

V. Fleury; D. Romascano; D. Schneider; C. Tuleasca; O. Lorton et al. 

Rapid motion estimation and correction using self-encoded FID navigators in 3D radial MRI

T. E. Wallace; D. Piccini; T. Kober; S. K. Warfield; O. Afacan 

Commentary: Single-Session Gamma Knife Radiosurgery for Patients With 20 or More Brain Metastases

A. Conti; M. Magnani; C. Tuleasca 

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

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

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. 

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. 

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 

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. 

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. 

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. 

Triboelectric Nanogenerators for Gait Analysis: Design, Development, and Validation

O. Raita; Y. Ahaggach; S. Kervyn; L. Jakuczek; S. Jafari et al. 

Class Specific Feature Disentanglement and Text Embeddings for Multi-label Generalized Zero Shot CXR Classification

D. Mahapatra; A. J. J. Yepes; S. Kuanar; S. Roy; B. Bozorgtabar et al. 

Deep multiple sclerosis lesion phenotyping using multimodal quantitative MRI

G. Boffa; S. Schiavi; F. Tazza; C. Lapucci; G. F. Piredda et al. 

Why is the winner the best?

M. Eisenmann; A. Reinke; V. Weru; M. D. Tizabi; F. Isensee et al. 

SAGTTA: SALIENCY GUIDED TEST TIME AUGMENTATION FOR MEDICAL IMAGE SEGMENTATION ACROSS VENDOR DOMAIN SHIFT

S. You; D. Tomar; B. Bozorgtabar; M. Reyes 

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 

Microsurgical resection of gliomas of the cingulate gyrus: a systematic review and meta-analysis

S. Diaz; N. Reyns; K. Ozduman; M. Levivier; M. Schulder et al. 

Single fraction and hypofractionated radiosurgery for perioptic meningiomas-tumor control and visual outcomes: a systematic review and meta-analysis

D. R. Peters; A. Asher; A. Conti; L. Schiappacasse; R. T. Daniel et al. 

Single-fraction radiosurgery outcomes for large vestibular schwannomas in the upfront or post-surgical setting: a systematic review and International Stereotactic Radiosurgery Society (ISRS) Practice Guidelines

C. Tuleasca; R. Kotecha; A. Sahgal; A. de Salles; L. Fariselli et al. 

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

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 

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. 

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

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

BMAT: An open-source BIDS managing and analysis tool

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

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. 

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. 

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 

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. 

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. 

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. 

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

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

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. 

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. 

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

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

The diffusion-simulated connectivity (DiSCo) dataset

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

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. 

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. 

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. 

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. 

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.