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List of works by Olivier Gevaert

A Rapid Segmentation-Insensitive "Digital Biopsy" Method for Radiomic Feature Extraction: Method and Pilot Study Using CT Images of Non-Small Cell Lung Cancer

scientific article

A kernel-based integration of genome-wide data for clinical decision support

scientific article

A meta-learning approach for genomic survival analysis

scientific article published on 11 December 2020

A multi-view deep convolutional neural networks for lung nodule segmentation

scientific article published in July 2017

A radiogenomic dataset of non-small cell lung cancer

scientific article published on 16 October 2018

A taxonomy of epithelial human cancer and their metastases

scientific article

Addition of MR imaging features and genetic biomarkers strengthens glioblastoma survival prediction in TCGA patients

scientific article

Benchmark of long non-coding RNA quantification for RNA sequencing of cancer samples

scientific article published on 01 December 2019

CT-based Radiomic Signatures for Predicting Histopathologic Features in Head and Neck Squamous Cell Carcinoma

scientific article published on 15 May 2020

CaMoDi: a new method for cancer module discovery

scientific article published on 12 December 2014

Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation

scientific article

Chromatin-Remodeling Complex SWI/SNF Controls Multidrug Resistance by Transcriptionally Regulating the Drug Efflux Pump ABCB1.

scientific article published on 8 August 2016

CoINcIDE: A framework for discovery of patient subtypes across multiple datasets.

scientific article published on 9 March 2016

Combined Mapping of Multiple clUsteriNg ALgorithms (COMMUNAL): A Robust Method for Selection of Cluster Number, K.

scientific article

Combined mRNA microarray and proteomic analysis of eutopic endometrium of women with and without endometriosis.

scientific article

Combining bevacizumab and chemoradiation in rectal cancer. Translational results of the AXEBeam trial.

scientific article

Core samples for radiomics features that are insensitive to tumor segmentation: method and pilot study using CT images of hepatocellular carcinoma

scientific article

Cross-species functional analysis of cancer-associated fibroblasts identifies a critical role for CLCF1 and IL-6 in non-small cell lung cancer in vivo.

scientific article published on 07 September 2012

DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer

scientific article published on 18 June 2015

Density of small diameter sensory nerve fibres in endometrium: a semi-invasive diagnostic test for minimal to mild endometriosis.

scientific article published on 18 August 2009

Development and validation of an MRI-based model to predict response to chemoradiotherapy for rectal cancer

scientific article published on 30 January 2018

Development and validation of radiomic signatures of head and neck squamous cell carcinoma molecular features and subtypes

scientific article published on 27 June 2019

Development of a DNA Methylation-Based Diagnostic Signature to Distinguish Benign Oncocytoma From Renal Cell Carcinoma

scientific article published on 28 September 2020

Development of prognostic signatures for intermediate-risk papillary thyroid cancer

scientific article

Diagnostic accuracy of varying discriminatory zones for the prediction of ectopic pregnancy in women with a pregnancy of unknown location

scientific article published on 01 December 2005

Disparities in dermatology AI performance on a diverse, curated clinical image set

scientific article published in 2022

Ectopic pregnancy: using the hCG ratio to select women for expectant or medical management

scientific article published on 13 January 2011

Evaluation of a panel of 28 biomarkers for the non-invasive diagnosis of endometriosis

scientific article published on 26 June 2012

Evaluation of endometrial biomarkers for semi-invasive diagnosis of endometriosis ⬇️

scientific article published on August 30, 2010

Expression profiling to predict the clinical behaviour of ovarian cancer fails independent evaluation

scientific article

Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning

scientific article published on 23 September 2021

Genomic, Pathway Network, and Immunologic Features Distinguishing Squamous Carcinomas

scientific article published in April 2018

Glioblastoma Multiforme: Exploratory Radiogenomic Analysis by Using Quantitative Image Features.

scientific article published in July 2015

Glioblastoma multiforme: exploratory radiogenomic analysis by using quantitative image features

scientific article

Identification of an atypical etiological head and neck squamous carcinoma subtype featuring the CpG island methylator phenotype

scientific article published on March 2017

Identification of ovarian cancer driver genes by using module network integration of multi-omics data

scientific article

Immature MEF2C-dysregulated T-cell leukemia patients have an early T-cell precursor acute lymphoblastic leukemia gene signature and typically have non-rearranged T-cell receptors.

scientific article

Improved microarray-based decision support with graph encoded interactome data

scientific article

Interreader Variability in Semantic Annotation of Microvascular Invasion in Hepatocellular Carcinoma on Contrast-enhanced Triphasic CT Images

scientific article published on 29 May 2020

Intestinal Enteroendocrine Lineage Cells Possess Homeostatic and Injury-Inducible Stem Cell Activity

scientific article published in July 2017

Intrinsic gene expression profiles of gliomas are a better predictor of survival than histology.

scientific article published on 17 November 2009

MR Imaging-Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma

scientific article published on 06 December 2018

Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation

scientific article published in April 2018

Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis

scientific article published on 8 April 2022

Magnetic resonance image features identify glioblastoma phenotypic subtypes with distinct molecular pathway activities

scientific article

Magnetic resonance perfusion image features uncover an angiogenic subgroup of glioblastoma patients with poor survival and better response to antiangiogenic treatment

scientific article published on 22 December 2016

MethylMix: an R package for identifying DNA methylation-driven genes

scientific article

Methylation of PITX2, HOXD3, RASSF1 and TDRD1 predicts biochemical recurrence in high-risk prostate cancer

scientific article

MicroRNA based Pan-Cancer Diagnosis and Treatment Recommendation

scientific article

Module Analysis Captures Pancancer Genetically and Epigenetically Deregulated Cancer Driver Genes for Smoking and Antiviral Response.

scientific article published in December 2017

Molecular profiling of platinum resistant ovarian cancer: Use of the model in clinical practice

scientific article published on 01 September 2006

Molecular response to cetuximab and efficacy of preoperative cetuximab-based chemoradiation in rectal cancer

scientific article

NF-κB protein expression associates with (18)F-FDG PET tumor uptake in non-small cell lung cancer: a radiogenomics validation study to understand tumor metabolism

scientific article

NSD1 inactivation defines an immune cold, DNA hypomethylated subtype in squamous cell carcinoma

scientific article

Non-Small Cell Lung Cancer Radiogenomics Map Identifies Relationships between Molecular and Imaging Phenotypes with Prognostic Implications.

scientific article

Non-invasive diagnosis of endometriosis based on a combined analysis of six plasma biomarkers

scientific article published on 09 December 2009

Non-small cell lung cancer: identifying prognostic imaging biomarkers by leveraging public gene expression microarray data--methods and preliminary results

scientific article

Noninvasive radiomics signature based on quantitative analysis of computed tomography images as a surrogate for microvascular invasion in hepatocellular carcinoma: a pilot study.

scientific article

Oncogenic transformation of diverse gastrointestinal tissues in primary organoid culture

scientific article

Pain experienced during transvaginal ultrasound, saline contrast sonohysterography, hysteroscopy and office sampling: a comparative study

scientific article published on 01 March 2008

Pancancer analysis of DNA methylation-driven genes using MethylMix

scientific article published on 29 January 2015

Predicting biomedical metadata in CEDAR: A study of Gene Expression Omnibus (GEO).

scientific article published on 15 June 2017

Predicting structured metadata from unstructured metadata

scientific article published on January 2016

Predicting the outcome of pregnancies of unknown location: Bayesian networks with expert prior information compared to logistic regression.

scientific article published on 6 April 2006

Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks.

scientific article

Predicting the tumor response to chemoradiotherapy for rectal cancer: Model development and external validation using MRI radiomics

scientific article published on 17 August 2019

Prediction of EGFR and KRAS mutation in non-small cell lung cancer using quantitative 18F FDG-PET/CT metrics

scientific article published on 10 May 2017

Prediction of cancer outcome using DNA microarray technology: past, present and future.

scientific article

Predictive radiogenomics modeling of EGFR mutation status in lung cancer

scientific article published on 31 January 2017

Prognostic PET 18F-FDG uptake imaging features are associated with major oncogenomic alterations in patients with resected non-small cell lung cancer

scientific article published on 18 June 2012

Quantitative imaging outperforms molecular markers when predicting response to chemoradiotherapy for rectal cancer.

scientific article

RNA-to-image multi-cancer synthesis using cascaded diffusion models

scientific article published on 10 July 2023

Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches.

scientific article published on 5 October 2017

Recurrent copy number alterations in BRCA1-mutated ovarian tumors alter biological pathways.

scientific article

Single Gene Prognostic Biomarkers in Ovarian Cancer: A Meta-Analysis

scientific article

Spatial cellular architecture predicts prognosis in glioblastoma

scientific article published on 11 July 2023

Strategies to Address the Lack of Labeled Data for Supervised Machine Learning Training With Electronic Health Records: Case Study for the Extraction of Symptoms From Clinical Notes

scientific article published on 14 March 2022

Stromal architecture and periductal decorin are potential prognostic markers for ipsilateral locoregional recurrence in ductal carcinoma in situ of the breast.

scientific article published on 26 July 2013

TRIzol treatment of secretory phase endometrium allows combined proteomic and mRNA microarray analysis of the same sample in women with and without endometriosis

The center for expanded data annotation and retrieval

scientific article

The impact of DNA methylation on the cancer proteome

scientific article published on 29 July 2019

Towards Digital Quantification of Ploidy from Pan-Cancer Digital Pathology Slides using Deep Learning

scientific article published on 20 August 2024

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