This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author’s copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
2024
Journal Articles
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. 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. Reviews
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. Theses
Inverse Problems in Pulse-Echo Ultrasound: Exploiting Coherence for Image Enhancement and Quantitative Imaging
S. D. Beuret / J-P. Thiran (Dir.)
Lausanne, EPFL, 2024. Datasets
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (2/6)
R. Vinals Terres; J-P. Thiran
2024. A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (1/6)
R. Vinals Terres; J-P. Thiran
2024. 2023
Journal Articles
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. 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. 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. 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
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. 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. 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. 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. Reviews
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. 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. 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. Conference Papers
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.
See all LTS5 Publications