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Journal Articles
2024
Editorial: Sport performance analysis: from the laboratory to the field
F. Meyer; O. Sandbakk; G. P. Millet
Frontiers In Sports And Active Living. 2024-02-02. Vol. 6, p. 1372080. DOI : 10.3389/fspor.2024.1372080. 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
Medical Image Analysis. 2024-01-09. Vol. 93, p. 103075. DOI : 10.1016/j.media.2023.103075. Windowed Radon Transform and Tensor Rank-1 Decomposition for Adaptive Beamforming in Ultrafast Ultrasound
S. Beuret; J-P. Thiran
Ieee Transactions On Medical Imaging. 2024-01-01. Vol. 43, num. 1, p. 135-148. DOI : 10.1109/TMI.2023.3295657. Accuracy and Reliability of Pelvimetry Measures Obtained by Manual or Automatic Labeling of Three-Dimensional Pelvic Models
J. Heches; S. M. Marcadent; A. Fernandez; S. Adjahou; J-Y. Meuwly et al.
Journal Of Clinical Medicine. 2024-02-01. Vol. 13, num. 3, p. 689. DOI : 10.3390/jcm13030689. 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.
Neurosurgery. 2024-01-01. Vol. 94, num. 1, p. 174-182. DOI : 10.1227/neu.0000000000002609. 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.
Neurosurgery. 2024-02-01. Vol. 94, num. 2, p. 423-430. DOI : 10.1227/neu.0000000000002639. 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.
Neurosurgical Review. 2024-01-31. Vol. 47, num. 1, p. 73. DOI : 10.1007/s10143-024-02296-1. 2023
Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime
T. Stegmueller; C. R. Abbet; B. Bozorgtabar; H. Clarke; P. Petignat et al.
Computers In Biology And Medicine. 2023-12-18. Vol. 169, p. 107809. DOI : 10.1016/j.compbiomed.2023.107809. Improved estimation of the risk of manic relapse by combining clinical and brain scan data
P. Palau; A. Solanes; M. Madre; N. Saez-Francas; S. Sarro et al.
Spanish Journal Of Psychiatry And Mental Health. 2023-12-01. Vol. 16, num. 4, p. 235-243. DOI : 10.1016/j.rpsm.2023.01.001. 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.
Modern Pathology. 2023-10-19. Vol. 36, num. 12, p. 100335. DOI : 10.1016/j.modpat.2023.100335. 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.
Stereotactic And Functional Neurosurgery. 2023-11-02. Vol. 101, num. 6, p. 380-386. DOI : 10.1159/000534014. Diagnostic delay of multiple sclerosis: prevalence, determinants and consequences
T. Uher; A. Adzima; B. Srpova; L. Noskova; B. Marechal et al.
Multiple Sclerosis Journal. 2023-10-16. Vol. 29, num. 11-12, p. 1437-1451. DOI : 10.1177/13524585231197076. Corpus callosum in children with neurodevelopmental delay: MRI standard qualitative assessment versus automatic quantitative analysis
N. Mandine; E. Tavernier; T. Hulnhagen; B. Marechal; T. Kober et al.
European Radiology Experimental. 2023-10-13. Vol. 7, num. 1, p. 61. DOI : 10.1186/s41747-023-00375-4. Molecular Imaging with Aquaporin-Based Reporter Genes: Quantitative Considerations from Monte Carlo Diffusion Simulations
R. Chowdhury; J. Wan; R. Gardier; J. Rafael-Patino; J-P. Thiran et al.
Acs Synthetic Biology. 2023-10-04. Vol. 12, num. 10, p. 3041-3049. DOI : 10.1021/acssynbio.3c00372. Commentary: Single-Session Gamma Knife Radiosurgery for Patients With 20 or More Brain Metastases
A. Conti; M. Magnani; C. Tuleasca
Neurosurgery. 2023-10-01. Vol. 93, num. 4, p. E93-E94. DOI : 10.1227/neu.0000000000002493. A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning
R. Vinals Terres; J-P. Thiran
Journal of Imaging. 2023-11-23. Vol. 9, num. 12, p. 256. DOI : 10.3390/jimaging9120256. Concurrent Validity and Reliability of Suicide Risk Assessment Instruments: A Meta-Analysis of 20 Instruments Across 27 International Cohorts
A. I. Campos; L. S. Van Velzen; D. J. Veltman; E. Pozzi; S. Ambrogi et al.
Neuropsychology. 2023-03-01. Vol. 37, num. 3, p. 315-329. DOI : 10.1037/neu0000850. Social Media for Global Neurosurgery. Benefits and limitations of a groundbreaking approach to communication and education
A. Conti; M. Magnani; M. Zoli; R. A. Kockro; C. Tuleasca et al.
Brain And Spine. 2023-01-01. Vol. 3, p. 101728. DOI : 10.1016/j.bas.2023.101728. ‘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. Computer vision-based algorithm to sUppoRt coRrect electrode placemeNT (CURRENT) for home-based electric non-invasive brain stimulation
F. Windel; R. M. M. Gardier; G. Fourchard; R. Vinals; D. Bavelier et al.
Clinical Neurophysiology. 2023-07-14. Vol. 153, p. 57-67. DOI : 10.1016/j.clinph.2023.06.009. 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. 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. Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium
M. E. Mico-Amigo; T. Bonci; A. Paraschiv-Ionescu; M. Ullrich; C. Kirk et al.
Journal Of Neuroengineering And Rehabilitation. 2023-06-14. Vol. 20, num. 1, p. 78. DOI : 10.1186/s12984-023-01198-5. 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. Combined use of intraoperative MRI and awake tailored microsurgical resection to respect functional neural networks: preliminary experience
C. Tuleasca; H-A. Leroy; O. Strachowski; B. Derre; C-A. Maurage et al.
Swiss Medical Weekly. 2023-05-15. Vol. 153, p. 40072. DOI : 10.57187/smw.2023.40072. 3-D Freehand Ultrasound Calibration Using A Tissue-Mimicking Phantom With Parallel Wires
S. Marcadent; J. Heches; J. Favre; D. Desseauve; J-P. Thiran
Ultrasound In Medicine And Biology. 2023-01-01. Vol. 49, num. 1, p. 165-177. DOI : 10.1016/j.ultrasmedbio.2022.08.011. Radiological Evolution of Fat Graft Used for Optic Neuropexy During Surgery for Parasellar Meningiomas
S. Diaz; D. Starnoni; C. Tuleasca; V. Dunet; D. Peters et al.
Neurosurgery. 2023-06-01. Vol. 92, num. 6, p. 1208-1215. DOI : 10.1227/neu.0000000000002351. 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. How to combine the use of intraoperative magnetic resonance imaging (MRI) and awake craniotomy for microsurgical resection of hemorrhagic cavernous malformation in eloquent area: a case report
C. Tuleasca; I. Peciu-Florianu; O. Strachowski; B. Derre; Q. Vannod-Michel et al.
Journal Of Medical Case Reports. 2023-04-12. Vol. 17, num. 1, p. 160. DOI : 10.1186/s13256-023-03816-1. Multi T1-weighted contrast imaging and T1 mapping with compressed sensing FLAWS at 3 T
J. Beaumont; J. Fripp; P. Raniga; O. Acosta; J-C. Ferre et al.
Magnetic Resonance Materials In Physics Biology And Medicine. 2023-02-27. DOI : 10.1007/s10334-023-01071-5. Computer-Assisted Diagnosis of Lymph Node Metastases in Colorectal Cancers Using Transfer Learning With an Ensemble Model
A. Khan; N. Brouwer; A. Blank; F. Mueller; D. Soldini et al.
Modern Pathology. 2023-02-17. Vol. 36, num. 5, p. 100118. DOI : 10.1016/j.modpat.2023.100118. Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA) – II. Code and real data proof of concept
P-A. Thouvenin; A. Dabbech; M. Jiang; A. Abdulaziz; J-P. Thiran et al.
Monthly Notices Of The Royal Astronomical Society. 2023-03-02. Vol. 521, num. 1, p. 20-34. DOI : 10.1093/mnras/stac3175. Direct cochlear nerve stimulation monitoring through evoked muscle responses during retrosigmoid vestibular schwannoma resection surgery: technical note
D. Starnoni; G. Cossu; R. Maduri; C. Tuleasca; M. George et al.
Journal Of Neurosurgery. 2023-02-01. Vol. 138, num. 2, p. 399-404. DOI : 10.3171/2022.5.JNS2265. 2022
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: Emerging machine learning techniques and future avenues
F. La Rosa; M. Wynen; O. Al-Louzi; E. S. Beck; T. Huelnhagen et al.
Neuroimage-Clinical. 2022-01-01. Vol. 36, p. 103205. DOI : 10.1016/j.nicl.2022.103205. Steps parameters of elderly patients hospitalised for an acute medical illness in a Swiss University Hospital: an observational pilot study
F. Tommasini; P. Marques-Vidal; B. Kayser; P. Tasheva; A. Ionescu et al.
Swiss Medical Weekly. 2022-12-15. Vol. 152, p. 40012. DOI : 10.57187/smw.2022.40012. Uncertainty Quantification by Multilevel Monte Carlo and Local Time-Stepping for Wave Propagation
M. J. Grote; S. Michel; F. Nobile
SIAM/ASA Journal on Uncertainty Quantification. 2022. Vol. 10, num. 4, p. 1601-1628. DOI : 10.1137/21M1429047. 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. Conference Papers
2023
AMAE: Adaptation of Pre-trained Masked Autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays
B. Bozorgtabar; D. Mahapatra; J-P. Thiran
2023-01-01. 26th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Vancouver, CANADA, OCT 08-12, 2023. p. 195-205. DOI : 10.1007/978-3-031-43907-0_19. Triboelectric Nanogenerators for Gait Analysis: Design, Development, and Validation
O. Raita; Y. Ahaggach; S. Kervyn; L. Jakuczek; S. Jafari et al.
2023-01-01. IEEE Sensors Conference, Vienna, AUSTRIA, OCT 29-NOV 01, 2023. DOI : 10.1109/SENSORS56945.2023.10324859. Weighting Schemes for Federated Learning in Heterogeneous and Imbalanced Segmentation Datasets
S. Otalora; J. Rafael-Patino; A. Madrona; E. Fischi-Gomez; V. Ravano et al.
2023-01-01. 8th International Workshop on Brain Lesion – Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (BrainLes), Singapore, SINGAPORE, SEP 18-22, 2022. p. 45-56. DOI : 10.1007/978-3-031-33842-7_4. 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.
2023-01-01. 26th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Vancouver, CANADA, OCT 08-12, 2023. p. 276-286. DOI : 10.1007/978-3-031-43895-0_26. From high-resolution time series to a single, clinically-interpretable value – considerations for the aggregation of real world walking speed assessed by wearable sensors in patients with chronic obstructive pulmonary disease (COPD)
S. Koch; J. Buekers; I. Cobo; J. Lemos; J. Marchena et al.
2023-09-09. Annual congress of the European-Respiratory-Society (ERS), Milan, IA, SEP 09-13, 2023. p. PA1595. DOI : 10.1183/13993003.congress-2023.PA1595. Pathology of normal-appearing white matter assessed by T1 and T2 single-voxel z-scores correlates with cognition in multiple sclerosis
M. Vaneckova; V. Ravano; G. F. Piredda; M. Kudrna; J. Krasensky et al.
2023-10-01. 9th Joint ECTRIMS-ACTRIMS meeting, Milan, ITALY, OCT 11-13, 2023. p. 280-281. Spinal cord microstructural abnormalities on quantitative T1 mapping predict short-term spinal cord atrophy in early multiple sclerosis
M. Andelova; J. Disselhorst; J. Krasensky; V. Ravano; G. F. Piredda et al.
2023-10-01. 9th Joint ECTRIMS-ACTRIMS meeting, Milan, ITALY, OCT 11-13, 2023. p. 78-79. Point-process-based Representation Learning for Electronic Health Records
H. Karami; A. Ionescu; D. Atienza
2023-01-01. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), Pittsburgh, PA, OCT 15-18, 2023. DOI : 10.1109/BHI58575.2023.10313499. Why is the winner the best?
M. Eisenmann; A. Reinke; V. Weru; M. D. Tizabi; F. Isensee et al.
2023-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 19955-19966. DOI : 10.1109/CVPR52729.2023.01911. SAGTTA: SALIENCY GUIDED TEST TIME AUGMENTATION FOR MEDICAL IMAGE SEGMENTATION ACROSS VENDOR DOMAIN SHIFT
S. You; D. Tomar; B. Bozorgtabar; M. Reyes
2023-01-01. 20th IEEE International Symposium on Biomedical Imaging (ISBI), Cartagena, COLOMBIA, APR 18-21, 2023. DOI : 10.1109/ISBI53787.2023.10230764. Robust Estimation of the Microstructure of the Early Developing Brain Using Deep Learning
H. Kebiri; A. Gholipour; R. Lin; L. Vasung; D. Karimi et al.
2023-10-01. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Vancouver, Canada, October 8-12, 2023. p. 293-303. DOI : 10.1007/978-3-031-43990-2_28. CrOC: Cross-View Online Clustering for Dense Visual Representation Learning
T. G. Stegmüller; T. Lebailly; B. Bozorgtabar; T. Tuytelaars; J-P. Thiran
2023-01-01. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2023), Vancouver, Canada, JUN 17-24, 2023. p. 7000-7009. DOI : 10.1109/CVPR52729.2023.00676. TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation
D. Tomar; G. M. G. Vray; B. Bozorgtabar; J-P. Thiran
2023-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Vancouver, Canada, June 18-22, 2023. DOI : 10.1109/CVPR52729.2023.01948. 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. 2022
Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-Protocol Volumetric Consistency
V. Ravano; J-F. Demonet; D. Damian; R. Meuli; G. F. Piredda et al.
2022-01-01. 5th International Workshop on Machine Learning in Clinical Neuroimaging (MLCN), Singapore, SINGAPORE, SEP 18, 2022. p. 83-92. DOI : 10.1007/978-3-031-17899-3_9. 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. Reconstruction of Fetal Head Surface from Few 2D Ultrasound Images Tracked in 3D Space
S. Marcadent; J. Heches; J. Favre; D. Desseauve; J. -P. Thiran
2022-01-01. 7th IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), Kuala Lumpur, MALAYSIA, Dec 07-09, 2022. p. 409-414. DOI : 10.1109/IECBES54088.2022.10079362. Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform
S. Narduzzi; E. Turetken; J-P. Thiran; L. A. Dunbar
2022-01-01. 9th Swiss Conference on Data Science (SDS), Lucerne, SWITZERLAND, Jun 22-23, 2022. p. 1-6. DOI : 10.1109/SDS54800.2022.00008. 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
2024
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.
Life-Basel. 2024-01-01. Vol. 14, num. 1, p. 136. DOI : 10.3390/life14010136. 2023
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.
Neurosurgical Review. 2023-09-01. Vol. 46, num. 1, p. 217. DOI : 10.1007/s10143-023-02127-9. 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.
Neurosurgical Review. 2023-10-28. Vol. 46, num. 1, p. 287. DOI : 10.1007/s10143-023-02197-9. 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.
Journal Of Neuro-Oncology. 2023-10-16. Vol. 165, num. 1, p. 1-20. DOI : 10.1007/s11060-023-04455-8. 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. 2022
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.