Works by Gevaert, Olivier
Results: 72
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.
- Published in:
- JMIR Medical Informatics, 2022, v. 10, n. 3, p. 1, doi. 10.2196/32903
- By:
- Publication type:
- Article
Molecular profiling of platinum resistant ovarian cancer: Use of the model in clinical practice.
- Published in:
- International Journal of Cancer, 2006, v. 119, n. 6, p. 1511, doi. 10.1002/ijc.21985
- By:
- Publication type:
- Article
Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis.
- Published in:
- Journal of Personalized Medicine, 2022, v. 12, n. 4, p. 601, doi. 10.3390/jpm12040601
- By:
- Publication type:
- Article
Stromal architecture and periductal decorin are potential prognostic markers for ipsilateral locoregional recurrence in ductal carcinoma in situ of the breast.
- Published in:
- Histopathology, 2013, v. 63, n. 4, p. 520, doi. 10.1111/his.12188
- By:
- Publication type:
- Article
regionalpcs improve discovery of DNA methylation associations with complex traits.
- Published in:
- Nature Communications, 2025, v. 16, n. 1, p. 1, doi. 10.1038/s41467-024-55698-6
- By:
- Publication type:
- Article
Digital profiling of gene expression from histology images with linearized attention.
- Published in:
- Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-54182-5
- By:
- Publication type:
- Article
Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches.
- Published in:
- Frontiers in Neuroscience, 2020, v. 14, p. 1, doi. 10.3389/fnins.2020.00027
- By:
- Publication type:
- Article
Meta-learning reduces the amount of data needed to build AI models in oncology.
- Published in:
- 2021
- By:
- Publication type:
- journal article
Recurrent copy number alterations in BRCA1-mutated ovarian tumors alter biological pathways.
- Published in:
- Human Mutation, 2009, v. 30, n. 12, p. 1693, doi. 10.1002/humu.21135
- By:
- Publication type:
- Article
GeNNius: an ultrafast drug–target interaction inference method based on graph neural networks.
- Published in:
- Bioinformatics, 2024, v. 40, n. 1, p. 1, doi. 10.1093/bioinformatics/btad774
- By:
- Publication type:
- Article
Comparison of single and module-based methods for modeling gene regulatory networks.
- Published in:
- Bioinformatics, 2020, v. 36, n. 2, p. 558, doi. 10.1093/bioinformatics/btz549
- By:
- Publication type:
- Article
Deep learning with multimodal representation for pancancer prognosis prediction.
- Published in:
- Bioinformatics, 2019, v. 35, n. 14, p. i446, doi. 10.1093/bioinformatics/btz342
- By:
- Publication type:
- Article
MethylMix 2.0: an R package for identifying DNA methylation genes.
- Published in:
- Bioinformatics, 2018, v. 34, n. 17, p. 3044, doi. 10.1093/bioinformatics/bty156
- By:
- Publication type:
- Article
Machine Learning Enabled Prediction of Biologically Relevant Gene Expression Using CT‐Based Radiomic Features in Non‐Small Cell Lung Cancer.
- Published in:
- Cancer Medicine, 2024, v. 13, n. 24, p. 1, doi. 10.1002/cam4.70509
- By:
- Publication type:
- Article
SCOPE: predicting future diagnoses in office visits using electronic health records.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-38257-9
- By:
- Publication type:
- Article
CoINcIDE: A framework for discovery of patient subtypes across multiple datasets.
- Published in:
- Genome Medicine, 2016, v. 8, p. 1, doi. 10.1186/s13073-016-0281-4
- By:
- Publication type:
- Article
CaMoDi: a new method for cancer module discovery.
- Published in:
- BMC Genomics, 2014, v. 15, p. 1, doi. 10.1186/1471-2164-15-S10-S8
- By:
- Publication type:
- Article
The impact of DNA methylation on the cancer proteome.
- Published in:
- PLoS Computational Biology, 2019, v. 15, n. 7, p. 1, doi. 10.1371/journal.pcbi.1007245
- By:
- Publication type:
- Article
Precision of MRI radiomics features in the liver and hepatocellular carcinoma.
- Published in:
- 2022
- By:
- Publication type:
- Journal Article
Piecewise Multivariate Linearity Between Kinematic Features and Cumulative Strain Damage Measure (CSDM) Across Different Types of Head Impacts.
- Published in:
- Annals of Biomedical Engineering, 2022, v. 50, n. 11, p. 1596, doi. 10.1007/s10439-022-03020-0
- By:
- Publication type:
- Article
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation.
- Published in:
- Annals of Biomedical Engineering, 2021, v. 49, n. 10, p. 2901, doi. 10.1007/s10439-021-02813-z
- By:
- Publication type:
- Article
A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer.
- Published in:
- Scientific Data, 2023, v. 10, n. 1, p. 1, doi. 10.1038/s41597-023-02125-y
- By:
- Publication type:
- Article
Single Gene Prognostic Biomarkers in Ovarian Cancer: A Meta-Analysis.
- Published in:
- PLoS ONE, 2016, v. 11, n. 2, p. 1, doi. 10.1371/journal.pone.0149183
- By:
- Publication type:
- Article
DNA Methylation-Guided Prediction of Clinical Failure in High-Risk Prostate Cancer.
- Published in:
- PLoS ONE, 2015, v. 10, n. 6, p. 1, doi. 10.1371/journal.pone.0130651
- By:
- Publication type:
- Article
Marking the Path Toward Artificial Intelligence-Based Image Classification in Dermatology.
- Published in:
- 2019
- By:
- Publication type:
- journal article
Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction.
- Published in:
- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-13072-w
- By:
- Publication type:
- Article
Magnetic resonance perfusion image features uncover an angiogenic subgroup of glioblastoma patients with poor survival and better response to antiangiogenic treatment.
- Published in:
- Neuro-Oncology, 2017, v. 19, n. 7, p. 997, doi. 10.1093/neuonc/now270
- By:
- Publication type:
- Article
S1.03 GLIOBLASTOMA SUBTYPES DEFINED BY QUANTITATIVE IMAGING MAP TO DIFFERENT CANONICAL SIGNALING PATHWAYS.
- Published in:
- Neuro-Oncology, 2014, v. 16, n. suppl_2, p. ii26, doi. 10.1093/neuonc/nou174.93
- By:
- Publication type:
- Article
Magnetic resonance image features identify glioblastoma phenotypic subtypes with distinct molecular pathway activities.
- Published in:
- Science Translational Medicine, 2015, v. 7, n. 303, p. 1, doi. 10.1126/scitranslmed.aaa7582
- By:
- Publication type:
- Article
Ectopic pregnancy: using the hCG ratio to select women for expectant or medical management.
- Published in:
- 2011
- By:
- Publication type:
- journal article
Development of prognostic signatures for intermediate-risk papillary thyroid cancer.
- Published in:
- 2016
- By:
- Publication type:
- journal article
MicroRNA based Pan-Cancer Diagnosis and Treatment Recommendation.
- Published in:
- BMC Bioinformatics, 2017, v. 18, p. 1, doi. 10.1186/s12859-016-1421-y
- By:
- Publication type:
- Article
Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction.
- Published in:
- PLoS Computational Biology, 2025, v. 21, n. 2, p. 1, doi. 10.1371/journal.pcbi.1012803
- By:
- Publication type:
- Article
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas.
- Published in:
- Journal of Neuro-Oncology, 2018, v. 140, n. 2, p. 297, doi. 10.1007/s11060-018-2953-y
- By:
- Publication type:
- Article
Methylation of PITX2, HOXD3, RASSF1 and TDRD1 predicts biochemical recurrence in high-risk prostate cancer.
- Published in:
- Journal of Cancer Research & Clinical Oncology, 2014, v. 140, n. 11, p. 1849, doi. 10.1007/s00432-014-1738-8
- By:
- Publication type:
- Article
AI-based analysis of CT images for rapid triage of COVID-19 patients.
- Published in:
- NPJ Digital Medicine, 2021, v. 4, n. 1, p. 1, doi. 10.1038/s41746-021-00446-z
- By:
- Publication type:
- Article
Predictive radiogenomics modeling of EGFR mutation status in lung cancer.
- Published in:
- Scientific Reports, 2017, p. 41674, doi. 10.1038/srep41674
- By:
- Publication type:
- Article
Combined Mapping of Multiple clUsteriNg ALgorithms (COMMUNAL): A Robust Method for Selection of Cluster Number, K.
- Published in:
- Scientific Reports, 2015, p. 16971, doi. 10.1038/srep16971
- By:
- Publication type:
- Article
Genomic data imputation with variational auto-encoders.
- Published in:
- GigaScience, 2020, v. 9, n. 8, p. N.PAG, doi. 10.1093/gigascience/giaa082
- By:
- Publication type:
- Article
Benchmark of long non-coding RNA quantification for RNA sequencing of cancer samples.
- Published in:
- GigaScience, 2019, v. 8, n. 12, p. N.PAG, doi. 10.1093/gigascience/giz145
- By:
- Publication type:
- Article
Spatial cellular architecture predicts prognosis in glioblastoma.
- Published in:
- Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-39933-0
- By:
- Publication type:
- Article
Expression profiling to predict the clinical behaviour of ovarian cancer fails independent evaluation.
- Published in:
- 2008
- By:
- Publication type:
- journal article
Expression profiling to predict the clinical behaviour of ovarian cancer fails independent evaluation.
- Published in:
- BMC Cancer, 2008, v. 8, p. 1, doi. 10.1186/1471-2407-8-18
- By:
- Publication type:
- Article
Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study.
- Published in:
- NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01128-2
- By:
- Publication type:
- Article
Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI.
- Published in:
- NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01074-z
- By:
- Publication type:
- Article
Natural language processing system for rapid detection and intervention of mental health crisis chat messages.
- Published in:
- NPJ Digital Medicine, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s41746-023-00951-3
- By:
- Publication type:
- Article
Whole slide images reflect DNA methylation patterns of human tumors.
- Published in:
- NPJ Genomic Medicine, 2020, v. 5, n. 1, p. 1, doi. 10.1038/s41525-020-0120-9
- By:
- Publication type:
- Article
Loss of p53-DREAM-mediated repression of cell cycle genes as a driver of lymph node metastasis in head and neck cancer.
- Published in:
- Genome Medicine, 2023, v. 15, n. 1, p. 1, doi. 10.1186/s13073-023-01236-w
- By:
- Publication type:
- Article
Predicting structured metadata from utructured metadata.
- Published in:
- Database: The Journal of Biological Databases & Curation, 2016, v. 2016, p. 1, doi. 10.1093/database/baw097
- By:
- Publication type:
- Article
Oncogenic transformation of diverse gastrointestinal tissues in primary organoid culture.
- Published in:
- Nature Medicine, 2014, v. 20, n. 7, p. 769, doi. 10.1038/nm.3585
- By:
- Publication type:
- Article