Olivier Gevaert
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Explore the profile of Olivier Gevaert including associated specialties, affiliations and a list of published articles.
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160
Citations
5636
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Recent Articles
1.
Zhan X, Xu Q, Zheng Y, Lu G, Gevaert O
PLoS Comput Biol
. 2025 Feb;
21(2):e1012803.
PMID: 39946419
Accurately labeling large datasets is important for biomedical machine learning yet challenging while modern data augmentation methods may generate noise in the training data, which may deteriorate machine learning model...
2.
Nowicka Z, Rentzeperis F, Tagal V, Teer J, Ilter D, Beck R, et al.
Cancer Res
. 2025 Feb;
PMID: 39933186
Glioblastoma (GBM) is the most aggressive form of primary brain tumor. The infiltrative nature of GBM makes complete surgical resection impossible. The selective forces that govern gliomagenesis are strong, shaping...
3.
Zhan X, Sun J, Liu Y, Cecchi N, Le Flao E, Gevaert O, et al.
IEEE Sens J
. 2025 Feb;
24(5):7097-7106.
PMID: 39897708
Machine learning head models (MLHMs) are developed to estimate brain deformation from sensor-based kinematics for early detection of traumatic brain injury (TBI). However, the overfitting to simulated impacts and the...
4.
Schmauch B, Cabeli V, Domingues O, Le Douget J, Hardy A, Belbahri R, et al.
iScience
. 2025 Jan;
28(1):111638.
PMID: 39868035
Over the last decade, Hippo signaling has emerged as a major tumor-suppressing pathway. Its dysregulation is associated with abnormal expression of and -family genes. Recent works have highlighted the role...
5.
Eulalio T, Sun M, Gevaert O, Greicius M, Montine T, Nachun D, et al.
Nat Commun
. 2025 Jan;
16(1):368.
PMID: 39753567
We have developed the regionalpcs method, an approach for summarizing gene-level methylation. regionalpcs addresses the challenge of deciphering complex epigenetic mechanisms in diseases like Alzheimer's disease. In contrast to averaging,...
6.
Sukhadia S, Sadee C, Sadee C, Gevaert O, Nagaraj S
Cancer Med
. 2024 Dec;
13(24):e70509.
PMID: 39718015
Background: Non-small-cell lung cancer (NSCLC) remains a global health challenge, driving morbidity and mortality. The emerging field of radiogenomics utilizes statistical methods to correlate radiographic tumor features with genomic characteristics...
7.
Carrillo-Perez F, Pizurica M, Marchal K, Gevaert O
Nat Biomed Eng
. 2024 Dec;
PMID: 39715898
No abstract available.
8.
Pizurica M, Zheng Y, Carrillo-Perez F, Noor H, Yao W, Wohlfart C, et al.
Nat Commun
. 2024 Nov;
15(1):9886.
PMID: 39543087
Cancer is a heterogeneous disease requiring costly genetic profiling for better understanding and management. Recent advances in deep learning have enabled cost-effective predictions of genetic alterations from whole slide images...
9.
Xu C, Xu Q, Liu L, Zhou M, Xing Z, Zhou Z, et al.
Eur J Radiol Open
. 2024 Oct;
13:100603.
PMID: 39469109
Purpose: The novel coronavirus pneumonia (COVID-19) has continually spread and mutated, requiring a patient risk stratification system to optimize medical resources and improve pandemic response. We aimed to develop a...
10.
Brooks J, Zheng Y, Hunter K, Willcox B, Dunn J, Nankivell P, et al.
Front Oncol
. 2024 Sep;
14:1428741.
PMID: 39328208
Background: The incidence of oropharyngeal cancer (OPC) is increasing, due mainly to a rise in Human Papilloma Virus (HPV)-mediated disease. HPV-mediated OPC has significantly better prognosis compared with HPV-negative OPC,...