Yvan Saeys
#137,079
Most Influential Person Now
Researcher
Yvan Saeys's AcademicInfluence.com Rankings
Yvan Saeysbiology Degrees
Biology
#9464
World Rank
#12675
Historical Rank
Bioinformatics
#105
World Rank
#107
Historical Rank
Neuroscience
#1386
World Rank
#1433
Historical Rank
Download Badge
Biology
Yvan Saeys's Degrees
- PhD Biomedical Sciences Ghent University
- Masters Biomedical Sciences Ghent University
- Bachelors Biomedical Sciences Ghent University
Why Is Yvan Saeys Influential?
(Suggest an Edit or Addition)Yvan Saeys's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A review of feature selection techniques in bioinformatics (2007) (4683)
- FlowSOM: Using self‐organizing maps for visualization and interpretation of cytometry data (2015) (988)
- Genome analysis of the smallest free-living eukaryote Ostreococcus tauri unveils many unique features. (2006) (830)
- A comparison of single-cell trajectory inference methods (2019) (779)
- Guidelines for the use of flow cytometry and cell sorting in immunological studies (second edition) (2019) (627)
- Robust Feature Selection Using Ensemble Feature Selection Techniques (2008) (584)
- Unsupervised High-Dimensional Analysis Aligns Dendritic Cells across Tissues and Species (2016) (582)
- NicheNet: modeling intercellular communication by linking ligands to target genes (2019) (539)
- Robust biomarker identification for cancer diagnosis with ensemble feature selection methods (2010) (536)
- Bone marrow-derived monocytes give rise to self-renewing and fully differentiated Kupffer cells (2016) (526)
- The function of Fcγ receptors in dendritic cells and macrophages (2014) (474)
- A single-cell atlas of mouse brain macrophages reveals unique transcriptional identities shaped by ontogeny and tissue environment (2019) (446)
- Yolk Sac Macrophages, Fetal Liver, and Adult Monocytes Can Colonize an Empty Niche and Develop into Functional Tissue-Resident Macrophages. (2016) (426)
- Computational flow cytometry: helping to make sense of high-dimensional immunology data (2016) (363)
- A cell atlas of human thymic development defines T cell repertoire formation (2020) (322)
- A scalable SCENIC workflow for single-cell gene regulatory network analysis (2020) (295)
- Stellate Cells, Hepatocytes, and Endothelial Cells Imprint the Kupffer Cell Identity on Monocytes Colonizing the Liver Macrophage Niche (2019) (276)
- Trajectory-based differential expression analysis for single-cell sequencing data (2019) (239)
- IRF8 Transcription Factor Controls Survival and Function of Terminally Differentiated Conventional and Plasmacytoid Dendritic Cells, Respectively. (2016) (204)
- Generic eukaryotic core promoter prediction using structural features of DNA. (2008) (194)
- The unfolded-protein-response sensor IRE-1α regulates the function of CD8α+ dendritic cells (2014) (184)
- Inflammatory Type 2 cDCs Acquire Features of cDC1s and Macrophages to Orchestrate Immunity to Respiratory Virus Infection (2020) (179)
- Osteopontin Expression Identifies a Subset of Recruited Macrophages Distinct from Kupffer Cells in the Fatty Liver (2020) (174)
- RORγt inhibition selectively targets IL-17 producing iNKT and γδ-T cells enriched in Spondyloarthritis patients (2019) (174)
- A comprehensive evaluation of module detection methods for gene expression data (2018) (171)
- Single-cell profiling of myeloid cells in glioblastoma across species and disease stage reveals macrophage competition and specialization (2021) (164)
- The automatic detection of homologous regions (ADHoRe) and its application to microcolinearity between Arabidopsis and rice. (2002) (154)
- Computational methods for trajectory inference from single‐cell transcriptomics (2016) (149)
- Mechanisms of the Development of Allergy (MeDALL): Introducing novel concepts in allergy phenotypes (2017) (147)
- Spatial proteogenomics reveals distinct and evolutionarily conserved hepatic macrophage niches (2021) (141)
- The Transcription Factor ZEB2 Is Required to Maintain the Tissue-Specific Identities of Macrophages (2018) (138)
- GenomeView: a next-generation genome browser (2011) (134)
- Java-ML: A Machine Learning Library (2009) (131)
- Nlrp6‐ and ASC‐Dependent Inflammasomes Do Not Shape the Commensal Gut Microbiota Composition (2017) (127)
- Monocyte-driven atypical cytokine storm and aberrant neutrophil activation as key mediators of COVID-19 disease severity (2020) (125)
- A comparison of single-cell trajectory inference methods (2018) (120)
- Single-Cell RNA Sequencing of the T Helper Cell Response to House Dust Mites Defines a Distinct Gene Expression Signature in Airway Th2 Cells. (2019) (117)
- SpliceMachine: predicting splice sites from high-dimensional local context representations (2005) (117)
- A review of estimation of distribution algorithms in bioinformatics (2008) (109)
- Myeloid cell heterogeneity in cancer: not a single cell alike. (2018) (109)
- Large-scale structural analysis of the core promoter in mammalian and plant genomes (2005) (106)
- Mechanical strain determines the site-specific localization of inflammation and tissue damage in arthritis (2018) (106)
- Systematic Structural Characterization of Metabolites in Arabidopsis via Candidate Substrate-Product Pair Networks[C][W] (2014) (104)
- Vascular transcription factors guide plant epidermal responses to limiting phosphate conditions (2020) (103)
- The transcription factor Zeb2 regulates development of conventional and plasmacytoid DCs by repressing Id2 (2016) (101)
- Profiling peripheral nerve macrophages reveals two macrophage subsets with distinct localization, transcriptome and response to injury (2020) (98)
- An evolutionary perspective on the necroptotic pathway. (2016) (97)
- Evolution and diversity of cadherins and catenins. (2017) (95)
- ProSOM: core promoter prediction based on unsupervised clustering of DNA physical profiles (2008) (90)
- Essential guidelines for computational method benchmarking (2018) (88)
- SCORPIUS improves trajectory inference and identifies novel modules in dendritic cell development (2016) (86)
- ConTra v3: a tool to identify transcription factor binding sites across species, update 2017 (2017) (84)
- Phenotyping asthma, rhinitis and eczema in MeDALL population‐based birth cohorts: an allergic comorbidity cluster (2015) (84)
- Statistical interpretation of machine learning-based feature importance scores for biomarker discovery (2012) (83)
- Toward a gold standard for promoter prediction evaluation (2009) (83)
- Myocardial Infarction Primes Autoreactive T Cells through Activation of Dendritic Cells (2017) (82)
- Paving the way of systems biology and precision medicine in allergic diseases: the MeDALL success story (2016) (80)
- On the use of convolutional neural networks for robust classification of multiple fingerprint captures (2017) (79)
- Extracting protein-protein interactions from text using rich feature vectors and feature selection (2008) (78)
- Building genomic profiles for uncovering segmental homology in the twilight zone. (2004) (74)
- Feature selection for splice site prediction: A new method using EDA-based feature ranking (2004) (71)
- SpliceRover: interpretable convolutional neural networks for improved splice site prediction (2018) (71)
- Fast feature selection using a simple estimation of distribution algorithm: a case study on splice site prediction (2003) (70)
- CytoNorm: A Normalization Algorithm for Cytometry Data (2019) (67)
- TGFβR signalling controls CD103+CD11b+ dendritic cell development in the intestine (2017) (62)
- Investigating ancient duplication events in the Arabidopsis genome (2004) (62)
- Lower bounds on the robustness to adversarial perturbations (2017) (60)
- A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes (2016) (60)
- Nlrp3 inflammasome activation and Gasdermin D-driven pyroptosis are immunopathogenic upon gastrointestinal norovirus infection (2019) (60)
- NIMEFI: Gene Regulatory Network Inference using Multiple Ensemble Feature Importance Algorithms (2014) (58)
- Integrated scRNA-Seq Identifies Human Postnatal Thymus Seeding Progenitors and Regulatory Dynamics of Differentiating Immature Thymocytes. (2020) (57)
- ConTra v3: a tool to identify transcription factor binding sites across species, update 2016 (2016) (57)
- Validating module network learning algorithms using simulated data (2007) (55)
- Classification of human white blood cells using machine learning for stain-free imaging flow cytometry (2019) (55)
- The RNA Atlas expands the catalog of human non-coding RNAs (2021) (53)
- Fuzzy rough classifiers for class imbalanced multi-instance data (2016) (51)
- Translation initiation site prediction on a genomic scale: beauty in simplicity (2007) (50)
- In search of the small ones: improved prediction of short exons in vertebrates, plants, fungi and protists (2007) (49)
- CATCh, an Ensemble Classifier for Chimera Detection in 16S rRNA Sequencing Studies (2014) (46)
- Applications of Fuzzy Rough Set Theory in Machine Learning: a Survey (2015) (46)
- Advances and Opportunities of Single-Cell Transcriptomics for Plant Research. (2021) (46)
- Multi-label classification using a fuzzy rough neighborhood consensus (2018) (44)
- Discriminative and informative features for biomolecular text mining with ensemble feature selection (2010) (44)
- Nanos genes and their role in development and beyond (2018) (44)
- Radiation-induced alternative transcription and splicing events and their applicability to practical biodosimetry (2016) (44)
- Evolutionary undersampling for imbalanced big data classification (2015) (41)
- Analyzing high-dimensional cytometry data using FlowSOM (2021) (39)
- TIM3+ TRBV11-2 T cells and IFNγ signature in patrolling monocytes and CD16+ NK cells delineate MIS-C (2021) (39)
- FloReMi: Flow density survival regression using minimal feature redundancy (2016) (39)
- Metazoan evolution of the armadillo repeat superfamily (2017) (38)
- Spearheading future omics analyses using dyngen, a multi-modal simulator of single cells (2021) (37)
- Peakbin Selection in Mass Spectrometry Data Using a Consensus Approach with Estimation of Distribution Algorithms (2011) (37)
- Analyzing text in search of bio-molecular events: a high-precision machine learning framework (2009) (36)
- Corrigendum: Differential expression of lncRNAs during the HIV replication cycle: an underestimated layer in the HIV-host interplay (2017) (34)
- Macrophages are metabolically heterogeneous within the tumor microenvironment. (2020) (33)
- Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach (2018) (33)
- Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection (2017) (33)
- Coordinated Functional Divergence of Genes after Genome Duplication in Arabidopsis thaliana[OPEN] (2017) (33)
- The checkpoint for agonist selection precedes conventional selection in human thymus (2016) (31)
- Targeting ferroptosis protects against experimental (multi)organ dysfunction and death (2022) (30)
- An interactive ImageJ plugin for semi-automated image denoising in electron microscopy (2020) (30)
- Characterization of genome-wide ordered sequence-tagged Mycobacterium mutant libraries by Cartesian Pooling-Coordinate Sequencing (2015) (29)
- Epithelial HMGB1 Delays Skin Wound Healing and Drives Tumor Initiation by Priming Neutrophils for NET Formation. (2019) (28)
- Ancient Origin of the CARD–Coiled Coil/Bcl10/MALT1-Like Paracaspase Signaling Complex Indicates Unknown Critical Functions (2018) (27)
- Domain Adaptive Segmentation In Volume Electron Microscopy Imaging (2018) (26)
- A human immune dysregulation syndrome characterized by severe hyperinflammation with a homozygous nonsense Roquin-1 mutation (2019) (26)
- Investigating ancient duplication events in the Arabidopsis genome. (2003) (26)
- Differential expression of lncRNAs during the HIV replication cycle: an underestimated layer in the HIV-host interplay (2016) (25)
- A greedy, graph-based algorithm for the alignment of multiple homologous gene lists (2011) (25)
- A cellular hierarchy in melanoma uncouples growth and metastasis (2022) (24)
- Weight selection strategies for ordered weighted average based fuzzy rough sets (2019) (23)
- Predicting Human Immunodeficiency Virus (HIV) Drug Resistance Using Recurrent Neural Networks (2006) (23)
- Scalable hardware accelerator for comparing DNA and protein sequences (2006) (23)
- Computational analysis of multimorbidity between asthma, eczema and rhinitis (2017) (23)
- Towards an ASR-free objective analysis of pathological speech (2010) (23)
- Myocarditis Elicits Dendritic Cell and Monocyte Infiltration in the Heart and Self-Antigen Presentation by Conventional Type 2 Dendritic Cells (2018) (22)
- Stabilization of cytokine mRNAs in iNKT cells requires the serine-threonine kinase IRE1alpha (2018) (22)
- Computational approaches for high‐throughput single‐cell data analysis (2018) (22)
- An alternative approach to avoid overfitting for surrogate models (2011) (21)
- Development and Validation of a Small Single-domain Antibody That Effectively Inhibits Matrix Metalloproteinase 8. (2016) (20)
- A Murine Intestinal Intraepithelial NKp46-Negative Innate Lymphoid Cell Population Characterized by Group 1 Properties. (2017) (20)
- dyngen: a multi-modal simulator for spearheading new single-cell omics analyses (2020) (20)
- Cell-by-cell dissection of phloem development links a maturation gradient to cell specialization (2021) (19)
- Network Inference from Single-Cell Transcriptomic Data. (2018) (19)
- Deterministic scRNA-seq captures variation in intestinal crypt and organoid composition (2022) (18)
- EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data (2016) (18)
- Knowledge Discovery and Emergent Complexity in Bioinformatics (2006) (16)
- An overview of state‐of‐the‐art image restoration in electron microscopy (2018) (16)
- Digging into Acceptor Splice Site Prediction: An Iterative Feature Selection Approach (2004) (16)
- Towards robust feature selection techniques (2008) (15)
- Recent advances in trajectory inference from single-cell omics data (2021) (15)
- Non-cell autonomous and spatiotemporal signalling from a tissue organizer orchestrates root vascular development (2021) (14)
- TinGa: fast and flexible trajectory inference with Growing Neural Gas (2020) (14)
- Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data (2020) (14)
- OTULIN maintains skin homeostasis by controlling keratinocyte death and stem cell identity (2021) (14)
- Inferring gene expression from ribosomal promoter sequences, a crowdsourcing approach (2013) (13)
- Feature Selection for Classification of Nucleic Acid Sequences (2004) (13)
- Fuzzy Multi-Instance Classifiers (2016) (13)
- TISRover: ConvNets learn biologically relevant features for effective translation initiation site prediction (2018) (13)
- GATA1-Deficient Dendritic Cells Display Impaired CCL21-Dependent Migration toward Lymph Nodes Due to Reduced Levels of Polysialic Acid (2016) (13)
- PeacoQC: Peak‐based selection of high quality cytometry data (2021) (11)
- Inferring gene regulatory networks from expression data using tree-based methods (2011) (11)
- Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets (2016) (11)
- Semi-Supervised Fuzzy-Rough Feature Selection (2015) (11)
- Highlights of the BioTM 2010 workshop on advances in bio text mining (2010) (11)
- Single-Cell Transcriptomics Sheds Light on the Identity and Metabolism of Developing Leaf Cells. (2021) (11)
- Computational flow cytometry as a diagnostic tool in suspected‐myelodysplastic syndromes (2021) (11)
- Cost-Efficient Segmentation of Electron Microscopy Images Using Active Learning (2019) (11)
- High dimensional profiling identifies specific immune types along the recovery trajectories of critically ill COVID19 patients (2021) (10)
- A scalable SCENIC workflow for single-cell gene regulatory network analysis (2020) (10)
- Noise Analysis and Removal in 3D Electron Microscopy (2014) (10)
- A Computational Pipeline for the Diagnosis of CVID Patients (2019) (10)
- New challenges for feature selection in data mining and knowledge discovery (2008) (10)
- Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization (2016) (10)
- The function of Fcγ receptors in dendritic cells and macrophages (2014) (9)
- Netter: re-ranking gene network inference predictions using structural network properties (2016) (9)
- Comparative analysis of antibody- and lipid-based multiplexing methods for single-cell RNA-seq (2020) (9)
- Comparing Distance Measures with Visual Methods (2008) (9)
- Response to Orlova et al. “Science not art: statistically sound methods for identifying subsets in multi-dimensional flow and mass cytometry data sets” (2017) (9)
- Local Topological Data Analysis to Uncover the Global Structure of Data Approaching Graph-Structured Topologies (2018) (9)
- The RNA Atlas, a single nucleotide resolution map of the human transcriptome (2019) (8)
- Maize specialized metabolome networks reveal organ-preferential mixed glycosides (2021) (8)
- GC Content of Early Metazoan Genes and Its Impact on Gene Expression Levels in Mammalian Cell Lines (2018) (8)
- Analysis of phloem trajectory links tissue maturation to cell specialization (2021) (8)
- Fibrotic enzymes modulate wound‐induced skin tumorigenesis (2021) (8)
- HIGH‐PRECISION BIO‐MOLECULAR EVENT EXTRACTION FROM TEXT USING PARALLEL BINARY CLASSIFIERS (2011) (8)
- Efficient analysis of mouse genome sequences reveal many nonsense variants (2016) (7)
- Mining the Enriched Subgraphs for Specific Vertices in a Biological Graph (2019) (7)
- An integrated network of Arabidopsis growth regulators and its use for gene prioritization (2015) (7)
- Distributed fuzzy rough prototype selection for Big Data regression (2015) (6)
- Mining Topological Structure in Graphs through Forest Representations (2020) (6)
- Feature Extraction Using Clustering of Protein (2006) (6)
- Interpretable convolutional neural networks for effective translation initiation site prediction (2017) (6)
- Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems (2020) (6)
- Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy (2017) (6)
- Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU (2016) (5)
- Feature Ranking Using an EDA-based Wrapper Approach (2006) (5)
- Stable topological signatures for metric trees through graph approximations (2021) (5)
- Evaluating Feature Attribution Methods in the Image Domain (2022) (5)
- Instance Selection for Imbalanced Data (2014) (4)
- Discovery of significantly enriched subgraphs associated with selected vertices in a single graph (2015) (4)
- A20 deficiency in myeloid cells protects mice from diet-induced obesity and insulin resistance due to increased fatty acid metabolism. (2021) (4)
- Selecting relevant features for gene structure prediction (2004) (4)
- Challenges in translational machine learning (2022) (4)
- Mechanical strain determines the site-specific localization of inflammation and tissue damage in arthritis (2018) (4)
- Publisher Correction: The RNA Atlas expands the catalog of human non-coding RNAs (2021) (4)
- Fuzzy rough sets for self-labelling: An exploratory analysis (2016) (4)
- ILC3s control splenic cDC homeostasis via lymphotoxin signaling (2021) (3)
- Unsupervised Trajectory Inference Using Graph Mining (2015) (3)
- Benchmarking machine learning techniques for the extraction of protein-protein interactions from text (2008) (3)
- Deterministic scRNA-seq of individual intestinal organoids reveals new subtypes and coexisting distinct stem cell pools (2020) (3)
- Stabilization of Human Whole Blood Samples for Multicenter and Retrospective Immunophenotyping Studies (2020) (3)
- Sodium perturbs mitochondrial respiration and induces dysfunctional Tregs. (2023) (3)
- A “Human-in-the-Loop” Approach for Semi-automated Image Restoration in Electron Microscopy (2019) (3)
- Superpixel Quality in Microscopy Images: The Impact of Noise & Denoising (2016) (3)
- Valued Constraint Satisfaction Problems Applied to Functional Harmony (2009) (3)
- Genome analysis of the world's smallest free-living eukaryote Ostreococcus tauri unveils unique genome heterogeneity (2005) (3)
- Annual Machine Learning Conference of Belgium and The Netherlands (2006) (3)
- Data processing workflow for large-scale immune monitoring studies by mass cytometry (2021) (3)
- Detecting adversarial manipulation using inductive Venn-ABERS predictors (2020) (3)
- Robust classification of different fingerprint copies with deep neural networks for database penetration rate reduction (2017) (3)
- Single-cell RNA and protein profiling of immune cells from the mouse brain and its border tissues (2022) (3)
- Regulatory network inference with GENIE3: application to the DREAM5 challenge (2010) (3)
- CARD14 Signalling Ensures Cell Survival and Cancer Associated Gene Expression in Prostate Cancer Cells (2022) (3)
- Calibrated Multi-Probabilistic Prediction as a Defense against Adversarial Attacks (2019) (2)
- Immune Monitoring in Melanoma and Urothelial Cancer Patients Treated with Anti-PD-1 Immunotherapy and SBRT Discloses Tumor Specific Immune Signatures (2021) (2)
- Selecting Relevant Features for Splice Site Prediction by Estimation of Distribution Algorithms. (2002) (2)
- Author Correction: A human immune dysregulation syndrome characterized by severe hyperinflammation with a homozygous nonsense Roquin-1 mutation (2019) (2)
- Distillation of Deep Reinforcement Learning Models Using Fuzzy Inference Systems (2019) (2)
- Angiogenesis goes computational – The future way forward to discover new angiogenic targets? (2022) (2)
- Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization. (2016) (2)
- Comprehensive benchmarking of single cell RNA sequencing technologies for characterizing cellular perturbation (2020) (2)
- Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks (2016) (2)
- Operational tolerance after hematopoietic stem cell transplantation is characterized by distinct transcriptional, phenotypic, and metabolic signatures (2022) (2)
- Complex Aggregates over Clusters of Elements (2014) (2)
- IncGraph: Incremental graphlet counting for topology optimisation (2018) (2)
- Distributed, Numerically Stable Distance and Covariance Computation with MPI for Extremely Large Datasets (2019) (2)
- The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data? (2021) (1)
- Dynbenchmark : accuracy, scalability, robustness and usability of single-cell trajectory inference methods (2019) (1)
- Fuzzy Rough Set Prototype Selection for Regression (2015) (1)
- Single cell profiling of immature human postnatal thymocytes resolves the complexity of intra-thymic lineage differentiation and thymus seeding precursors (2020) (1)
- FunSiP: a modular and extensible classifier for the prediction of functional sites in DNA (2008) (1)
- Noise Analysis and Removal in 3 D Electron Microscopy (1)
- Metazoan evolution of the armadillo repeat superfamily (2016) (1)
- Network inference by integrating biclustering and feature selection (2013) (1)
- Machine Learning-Based Flow Cytometry Diagnostics in Myelodysplastic Syndromes: Validation in the HOVON89 Clinical Trial (EudraCT 2008-002195-10) (2020) (1)
- Distinct transcriptional programs in ascitic and solid cancer cells induce different responses to chemotherapy in high-grade serous ovarian cancer. (2022) (1)
- The Curse Revisited: a Newly Quantified Concept of Meaningful Distances for Learning from High-Dimensional Noisy Data (2021) (1)
- Graph Approximations to Geodesics on Metric Graphs (2021) (1)
- A Study and Improvement of the Genetic Algorithm in the CAM-Brain Machine (2000) (1)
- The image processing revolution: the next step in electron microscopy (2014) (1)
- Detecting adversarial examples with inductive Venn-ABERS predictors (2019) (1)
- SCMFTS: Scalable and Distributed Complexity Measures and Features for Univariate and Multivariate Time Series in Big Data Environments (2021) (1)
- Regional Image Perturbation Reduces Lp Norms of Adversarial Examples While Maintaining Model-to-model Transferability (2020) (1)
- A comprehensive evaluation of module detection methods for gene expression data (2018) (1)
- SBFC: An Efficient Feature Frequency-Based Approach to Tackle Cross-Lingual Word Sense Disambiguation (2012) (1)
- Nanos genes and their role in development and beyond (2018) (1)
- Noise analysis in 3D electron microscopy (2015) (1)
- Detecting microcolinearity between Arabidopsis and Rice (2002) (1)
- Abstracts of the 12th Congress of ECCO – European Crohn’s and Colitis Organisation (2019) (0)
- Improving regulatory network inference based on single-cell pseudotime data (2017) (0)
- A study on the calibration of fingerprint classifiers (2021) (0)
- Single-cell molecular profiling using ex vivo functional readouts fuels precision oncology in glioblastoma (2022) (0)
- Improving marker gene discovery from high-dimensional single-cell snapshot data (2016) (0)
- Machine Learning Challenges for Single Cell Data (2016) (0)
- Targeting ferroptosis protects against multiorgan dysfunction and death. (2021) (0)
- Splice site prediction in eukaryote genome sequences : the algorithmic issues (2004) (0)
- Inferring gene regulatory network topologies using ensembles of feature selection techniques (2012) (0)
- BIOINFORMATICS Robust biomarker identification for cancer diagnosis with ensemble feature selection methods (2010) (0)
- Protocol for large scale whole blood immune monitoring by mass cytometry and Cyto Quality Pipeline (2022) (0)
- Organizing Committee Program Committee (2006) (0)
- Enhancing Coding Potential Prediction for Short Sequences Using Complementary Sequence Features and Feature Selection (2006) (0)
- The CARD-CC/Bcl10/paracaspase signaling complex is functionally conserved since the last common ancestor of Planulozoa (2016) (0)
- Unbiased modelling of dynamic processes with single-cell RNA-sequencing (2016) (0)
- Cell type-specific attenuation of brassinosteroid signalling drives stomatal asymmetric cell division (2022) (0)
- Event based text mining for integrated network construction (2009) (0)
- SINGLE CELL RNASEQ REVEALS THE IN VIVO DIFFERENTIATION POTENTIAL AND TRANSCRIPTIONAL DYNAMICS OF IMMATURE HUMAN THYMOCYTES: PF460 (2019) (0)
- A re-ranking algorithm for gene regulatory network predictions using graphlets and graph-invariant properties (2013) (0)
- Improved core promoter prediction using ensembles of Support Vector Machines (2006) (0)
- Dysregulation of developmental and cell type-specific expression of glycoconjugates on hematopoietic cells: a new characteristic of myelodysplastic neoplasms (MDS) (2023) (0)
- Aberystwyth University Weight selection strategies for ordered weighted average based fuzzy rough sets (2018) (0)
- Stable feature selection techniques for microarray data (2013) (0)
- Avoiding overfitting in surrogate modeling: an alternative approach (2011) (0)
- Flow cytometry data mining (2014) (0)
- Netter: re-ranking gene network inference predictions using structural network properties (2016) (0)
- TLX1 controlled long non-coding RNAs in T-cell acute lymphoblastic leukemia (2018) (0)
- DALI (Diversity AnaLysis Interface): a novel tool for the integrated analysis of multimodal single cell RNAseq data and immune receptor profiling (2021) (0)
- Novel tools for dissecting the functions of Kupffer cells in homeostasis and disease reveal a role for the transcription factors Zeb2 and LXRa in maintaining Kupffer cell identity (2018) (0)
- Fingerprint classification with a new deep neural network model: robustness for different captures of the same fingerprints (2017) (0)
- Stabilization of cytokine mRNAs in iNKT cells requires the serine-threonine kinase IRE1alpha (2018) (0)
- BioSegment: Active Learning segmentation for 3D electron microscopy imaging (2022) (0)
- Exploring signature multiplicity in microarray data using ensembles of randomized trees (2011) (0)
- Comparison of embedded feature selection algorithms for splice site detection (2009) (0)
- Comparative analysis of antibody- and lipid-based multiplexing methods for single-cell RNA-seq (2022) (0)
- CD8 memory precursor cell generation is a continuous process (2022) (0)
- EXTH-20. SINGLE-CELL DRUG ACTIVITY MAPPING IN GLIOBLASTOMA IDENTIFIES EXTENDED DRUG RESPONSE HETEROGENEITY AND THERAPY-INDUCED CELLULAR PLASTICITY (2021) (0)
- Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems (2022) (0)
- Computational inference of developmental chronology using flow cytometry data (2015) (0)
- A Scalable Hardware Accelerator for Comparing Protein Sequences (2006) (0)
- Image optimization for 3D electron microscopy images (2014) (0)
- Early TCRA rearrangements favor development of agonist selected CD8ααhi T cells in human (2016) (0)
- Retrieving DNA sequence information from mass spectra of nucleic acids: application to the detection and identification of SNPs (2002) (0)
- Influence of feature selection on ensemble diversity (2010) (0)
- An interactive ImageJ plugin for semi-automated image denoising in electron microscopy (2020) (0)
- Contents: Eur. J. Immunol. 11'16. (2016) (0)
- A scalable, reproducible and open-source pipeline for morphologically profiling image cytometry data (2022) (0)
- The Euroflow PID Orientation Tube in the diagnostic workup of primary immunodeficiency: Daily practice performance in a tertiary university hospital (2022) (0)
- Profiling peripheral nerve macrophages reveals two macrophage subsets with distinct localization, transcriptome and response to injury (2020) (0)
- The role of non-linear DNA structures in transcription (2004) (0)
- Feature subset selection for splice site prediction by estimation of distribution algorithms (2002) (0)
- Author Correction: A cellular hierarchy in melanoma uncouples growth and metastasis (2022) (0)
- Essential guidelines for computational method benchmarking (2019) (0)
- Semi-automated segmentation in 3D electron microscopy imaging (2016) (0)
- Mapping the recovery of critically ill COVID19 patients by high-dimensional profiling identifies longitudinal blood immunotypes (2020) (0)
- Splice Site Prediction in Eukaryote Genome Sequences (2004) (0)
- Inferring developmental chronologies from single cell RNA (2015) (0)
- Flexible motif discovery using feature selection trees: a high performance computing approach (poster) (2012) (0)
- AN ALTERNATIVE APPROACH TO AVOIDING OVERFIT FOR SURROGATE M ODELS (2011) (0)
- Mining flow cytometry data (2014) (0)
- PDD-SHAP: Fast Approximations for Shapley Values using Functional Decomposition (2022) (0)
- Spotless: a reproducible pipeline for benchmarking cell type deconvolution in spatial transcriptomics (2023) (0)
- Identifying novel neuroblastoma oncogenes using semi-supervised learning (2014) (0)
- NicheNet: modeling intercellular communication by linking ligands to target genes (2019) (0)
- Inferring gene regulatory networks using ensembles of feature selection techniques (2012) (0)
- Special Issue on Machine Learning for Single Cell Data (2020) (0)
- Robrecht Cannoodt feature selection Network inference by integrating biclustering and Academiejaar 2012-2013 (2013) (0)
- P776 Dysbiosis in Nlrp6/Asc-deficient mice does not result from inflammasome deficiency. (2017) (0)
- Robrecht Cannoodt feature selection Network inference by integrating biclustering and Academiejaar 2012-2013 (2013) (0)
- Topologically Regularized Data Embeddings (2021) (0)
- Trajectory-based differential expression analysis for single-cell sequencing data (2020) (0)
- Targeting ferroptosis protects against experimental (multi)organ dysfunction and death (2022) (0)
- A single-cell atlas of mouse brain macrophages reveals unique transcriptional identities shaped by ontogeny and tissue environment (2019) (0)
- Meta-analysis of (single-cell method) benchmarks reveals the need for extensibility and interoperability (2023) (0)
- Proceedings of the 1st international conference on Knowledge discovery and emergent complexity in bioinformatics (2006) (0)
- ProSOM: core promoter identification in the human genome (2008) (0)
- Combining signal processing and machine learning techniques for coding potential prediction (2006) (0)
- Leveraging high-dimensional flow cytometry to reveal the human immune system at a population-wide scale (2021) (0)
- Investigating the biological relevance in trained embedding representations of protein sequences (2019) (0)
- Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach (2017) (0)
- Ex Vivo Immunophenotyping of Adoptively Transferred T Cells Using the SP6800 Spectral Analyzer (2016) (0)
- RORγt inhibition selectively targets IL-17 producing iNKT and γδ-T cells enriched in Spondyloarthritis patients (2019) (0)
- Statistical interpretation of machine learning-based feature rankings for biomarker discovery (2011) (0)
- Differential module analysis in neuroblastoma regulatory networks (2014) (0)
This paper list is powered by the following services:
What Schools Are Affiliated With Yvan Saeys?
Yvan Saeys is affiliated with the following schools:
