User profiles for F. Dubost

Florian Dubost

- Verified email at stanford.edu - Cited by 1175

FRANCOIS-XAVIER DUBOST

- Verified email at slb.com - Cited by 1165

The colloidal structure of crude oil and the structure of oil reservoirs

OC Mullins, SS Betancourt, ME Cribbs, FX Dubost… - Energy & …, 2007 - ACS Publications
Large sand bodies in the subsurface are shown to provide a unique laboratory for understanding
both reservoirs and crude oils. Here, we treat the discovery by downhole fluid analysis …

Semi-supervised medical image segmentation via learning consistency under transformations

G Bortsova, F Dubost, L Hogeweg… - … Image Computing and …, 2019 - Springer
The scarcity of labeled data often limits the application of supervised deep learning
techniques for medical image segmentation. This has motivated the development of semi-supervised …

Gray matter age prediction as a biomarker for risk of dementia

J Wang, MJ Knol, A Tiulpin, F Dubost… - Proceedings of the …, 2019 - National Acad Sciences
The gap between predicted brain age using magnetic resonance imaging (MRI) and chronological
age may serve as a biomarker for early-stage neurodegeneration. However, owing to …

Nanoaggregates of asphaltenes in a reservoir crude oil and reservoir connectivity

…, GT Ventura, AE Pomerantz, O Viloria, FX Dubost… - Energy & …, 2009 - ACS Publications
… On the basis of an asphaltene density of 1.2 g/cc, a reservoir oil density of 0.75 g/cc, a
height difference of 658 ft, and a reservoir temperature of 145 F, we obtain the diameter of the …

Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge

…, Y Lin, HY Zhou, K Chen, D Cheng, F Dubost… - Medical Image …, 2021 - Elsevier
Scoliosis is a common medical condition, which occurs most often during the growth spurt
just before puberty. Untreated Scoliosis may cause long-term sequelae. Therefore, accurate …

Self-supervised graph neural networks for improved electroencephalographic seizure analysis

…, K Saab, X Zhang, Q Huang, F Dubost… - arXiv preprint arXiv …, 2021 - arxiv.org
… During training, we perform data augmentation as described in Appendix F. … (e)–(f)
Example occlusion maps with focal seizure whose localization >0.9 from pre-trained Corr-DCRNN. …

[HTML][HTML] Genomics of perivascular space burden unravels early mechanisms of cerebral small vessel disease

…, P Delgado, S Hilal, RM Tankard, F Dubost… - Nature medicine, 2023 - nature.com
Perivascular space (PVS) burden is an emerging, poorly understood, magnetic resonance
imaging marker of cerebral small vessel disease, a leading cause of stroke and dementia. …

Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation

F Dubost, M de Bruijne, M Nardin, AV Dalca… - Medical image …, 2020 - Elsevier
… Author links open overlay panel Florian Dubost a b , Marleen de Bruijne b c , Marco
Nardin a , Adrian V. Dalca d , Kathleen L. Donahue a , Anne-Katrin Giese a , Mark R. …

[HTML][HTML] Adversarial attack vulnerability of medical image analysis systems: Unexplored factors

…, C González-Gonzalo, SC Wetstein, F Dubost… - Medical Image …, 2021 - Elsevier
Adversarial attacks are considered a potentially serious security threat for machine learning
systems. Medical image analysis (MedIA) systems have recently been argued to be …

[HTML][HTML] Enlarged perivascular spaces in brain MRI: automated quantification in four regions

F Dubost, P Yilmaz, H Adams, G Bortsova, MA Ikram… - Neuroimage, 2019 - Elsevier
Enlarged perivascular spaces (PVS) are structural brain changes visible in MRI, are
common in aging, and are considered a reflection of cerebral small vessel disease. As such, …