Sorin Draghici | Academic Influence

Sorin Draghici's AcademicInfluence.com Rankings

Sorin Draghici

Computer Science

#8007

World Rank

#8425

Historical Rank

Data Mining

#258

World Rank

#259

Historical Rank

Machine Learning

#4804

World Rank

#4859

Historical Rank

Database

#7517

World Rank

#7795

Historical Rank

computer-science Degrees

Sorin Draghici

Biology

#7949

World Rank

#10949

Historical Rank

Bioinformatics

#159

World Rank

#161

Historical Rank

biology Degrees

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Computer Science
Biology

Sorin Draghici's Degrees

Bachelors Computer Science University of Bucharest

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Why Is Sorin Draghici Influential?

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According to Wikipedia, Sorin Drăghici is a Romanian-American computer scientist and a program director in the Division of Information and Intelligent Systems of the Directorate for Computer and Information Science and Engineering at the National Science Foundation . Previous positions include: Associate Dean for Entrepreneurship and Innovation of Wayne State University's College of Engineering, the Director of the Bioinformatics and Biostatistics Core at Karmanos Cancer Institute, and the Director of the James and Patricia Anderson Engineering Ventures Institute. Draghici was elected a Fellow of the Institute of Electrical and Electronics Engineers in 2022, for contributions to the analysis of high-throughput genomics and proteomics data

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Sorin Draghici'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 systems biology approach for pathway level analysis. (2007) (1054)
Ontological analysis of gene expression data: current tools, limitations, and open problems (2005) (906)
A novel signaling pathway impact analysis (2009) (901)
Reliability and reproducibility issues in DNA microarray measurements. (2006) (617)
Global functional profiling of gene expression. (2003) (520)
Machine Learning and Its Applications to Biology (2007) (513)
Use and misuse of the gene ontology annotations (2008) (489)
Profiling gene expression using onto-express. (2002) (484)
NetPath: a public resource of curated signal transduction pathways (2010) (449)
Distinct subsets of microRNAs are expressed differentially in the human placentas of patients with preeclampsia. (2007) (442)
Data Analysis Tools for DNA Microarrays (2003) (372)
Onto-Tools, the toolkit of the modern biologist: Onto-Express, Onto-Compare, Onto-Design and Onto-Translate (2003) (364)
Global functional profiling of gene expression ? ? This work was funded in part by a Sun Microsystem (2003) (361)
A survey of small RNAs in human sperm. (2011) (348)
Analysis of microarray experiments of gene expression profiling. (2006) (289)
Onto-Tools: an ensemble of web-accessible, ontology-based tools for the functional design and interpretation of high-throughput gene expression experiments (2004) (235)
Diagnostic markers of ovarian cancer by high-throughput antigen cloning and detection on arrays. (2006) (203)
Methods and approaches in the topology-based analysis of biological pathways (2013) (185)
Villitis of Unknown Etiology Is Associated with a Distinct Pattern of Chemokine Up-Regulation in the Feto-Maternal and Placental Compartments: Implications for Conjoint Maternal Allograft Rejection and Maternal Anti-Fetal Graft-versus-Host Disease1 (2009) (167)
A Neural Network Based Artificial Vision System for Licence Plate Recognition (1997) (166)
Epigenetic silencing of multiple interferon pathway genes after cellular immortalization (2003) (141)
Predicting HIV drug resistance with neural networks (2003) (140)
Characterization of the myometrial transcriptome and biological pathways of spontaneous human labor at term (2010) (138)
Down-weighting overlapping genes improves gene set analysis (2012) (128)
Gene Expression Profiles Predict Survival and Progression of Pleural Mesothelioma (2004) (127)
miR-210 targets iron-sulfur cluster scaffold homologue in human trophoblast cell lines: siderosis of interstitial trophoblasts as a novel pathology of preterm preeclampsia and small-for-gestational-age pregnancies. (2011) (125)
Recent additions and improvements to the Onto-Tools (2005) (118)
Statistical intelligence: effective analysis of high-density microarray data. (2002) (117)
Integrated Systems Biology Approach Identifies Novel Maternal and Placental Pathways of Preeclampsia (2018) (115)
A novel approach for data integration and disease subtyping (2017) (114)
Analysis and correction of crosstalk effects in pathway analysis (2013) (111)
Identifying significantly impacted pathways: a comprehensive review and assessment (2019) (110)
Onto-Tools: new additions and improvements in 2006 (2007) (104)
ORIGINAL ARTICLE: The Transcriptome of the Fetal Inflammatory Response Syndrome (2009) (100)
On the capabilities of neural networks using limited precision weights (2002) (96)
Expression patterns of microRNAs in the chorioamniotic membranes: a role for microRNAs in human pregnancy and parturition (2009) (91)
A common pattern of persistent gene activation in human neocortical epileptic foci (2005) (87)
Autoantibody Approach for Serum-Based Detection of Head and Neck Cancer (2007) (74)
A novel computational approach for drug repurposing using systems biology (2018) (73)
The transcriptome of cervical ripening in human pregnancy before the onset of labor at term: Identification of novel molecular functions involved in this process (2009) (72)
Statistics and Data Analysis for Microarrays Using R and Bioconductor (2016) (71)
The prediction of early preeclampsia: Results from a longitudinal proteomics study (2019) (69)
Noise Sampling Method: An ANOVA Approach Allowing Robust Selection of Differentially Regulated Genes Measured by DNA Microarrays (2003) (68)
A semantic analysis of the annotations of the human genome (2005) (68)
Accuracy of cDNA microarray methods to detect small gene expression changes induced by neuregulin on breast epithelial cells (2004) (58)
Nuclear matrix association of the human beta-globin locus utilizing a novel approach to quantitative real-time PCR. (2003) (58)
PINSPlus: a tool for tumor subtype discovery in integrated genomic data (2018) (58)
Whole-genome microarray and targeted analysis of angiogenesis-regulating gene expression (ENG, FLT1, VEGF, PlGF) in placentas from pre-eclamptic and small-for-gestational-age pregnancies (2008) (58)
Transforming function of the LSM1 oncogene in human breast cancers with the 8p11–12 amplicon (2007) (57)
Identifying Significantly Impacted Pathways and Putative Mechanisms with iPathwayGuide (2017) (55)
MicroRNA expression profiling of the human uterine cervix after term labor and delivery. (2010) (53)
Region-Specific Gene Expression Profiling: Novel Evidence for Biological Heterogeneity of the Human Amnion1 (2008) (52)
Increased Interaction With Insulin Receptor Substrate 1, a Novel Abnormality in Insulin Resistance and Type 2 Diabetes (2014) (51)
Differential expression of microRNAs with progression of gestation and inflammation in the human chorioamniotic membranes. (2007) (51)
Neural Networks in Analog Hardware - Design and Implementation Issues (2000) (50)
Babel's tower revisited: a universal resource for cross-referencing across annotation databases (2006) (49)
The Gene Ontology — Providing a Functional Role in Proteomic Studies (2008) (49)
Signature pathways identified from gene expression profiles in the human uterine cervix before and after spontaneous term parturition. (2007) (49)
A survey of the approaches for identifying differential methylation using bisulfite sequencing data (2018) (48)
Mitochondrial manganese superoxide dismutase mRNA expression in human chorioamniotic membranes and its association with labor, inflammation, and infection (2009) (46)
Predicting Novel Human Gene Ontology Annotations Using Semantic Analysis (2010) (46)
Epitomics: serum screening for the early detection of cancer on microarrays using complex panels of tumor antigens (2005) (43)
A System Biology Approach for the Steady-State Analysis of Gene Signaling Networks (2007) (42)
Characterization of the myometrial transcriptome in women with an arrest of dilatation during labor (2013) (42)
Differences and similarities in the transcriptional profile of peripheral whole blood in early and late-onset preeclampsia: insights into the molecular basis of the phenotype of preeclampsiaa (2013) (42)
Surfactant Protein-A as an Anti-Inflammatory Component in the Amnion: Implications for Human Pregnancy (2010) (41)
Gene expression databases and data mining. (2003) (39)
A Comprehensive Survey of Tools and Software for Active Subnetwork Identification (2019) (38)
Differential expression pattern of genes encoding for anti-microbial peptides in the fetal membranes of patients with spontaneous preterm labor and intact membranes and those with preterm prelabor rupture of the membranes (2009) (38)
A molecular signature of an arrest of descent in human parturition. (2009) (35)
Incorporating Gene Significance in the Impact Analysis of Signaling Pathways (2012) (33)
Identification of key signaling pathways induced by SARS‐CoV2 that underlie thrombosis and vascular injury in COVID‐19 patients (2020) (32)
A new computational drug repurposing method using established disease-drug pair knowledge (2019) (28)
Experimental design, analysis of variance and slide quality assessment in gene expression arrays. (2001) (28)
Space-filling curves and Kolmogorov superposition-based neural networks (2002) (28)
DC-ATLAS: a systems biology resource to dissect receptor specific signal transduction in dendritic cells (2010) (28)
Cross-Clustering: A Partial Clustering Algorithm with Automatic Estimation of the Number of Clusters (2016) (28)
Network‐Based Approaches for Pathway Level Analysis (2018) (27)
The Biological Connection Markup Language: a SBGN-compliant format for visualization, filtering and analysis of biological pathways (2011) (26)
The constraint based decomposition (CBD) training architecture (2001) (26)
Identification of cell types from single cell data using stable clustering (2020) (25)
Modeling time-dependent transcription effects of HER2 oncogene and discovery of a role for E2F2 in breast cancer cell-matrix adhesion (2014) (25)
New Onto-Tools: Promoter-Express, nsSNPCounter and Onto-Translate (2006) (25)
Overcoming the matched-sample bottleneck: an orthogonal approach to integrate omic data (2016) (24)
A novel bi-level meta-analysis approach: applied to biological pathway analysis (2016) (24)
Identification of Novel Type 2 Diabetes Candidate Genes Involved in the Crosstalk between the Mitochondrial and the Insulin Signaling Systems (2012) (24)
On the Possibilities of the Limited Precision Weights Neural Networks in Classification Problems (1997) (23)
Epitomics: global profiling of immune response to disease using protein microarrays. (2006) (22)
DANUBE: Data-Driven Meta-ANalysis Using UnBiased Empirical Distributions—Applied to Biological Pathway Analysis (2017) (22)
Placenta-Specific Genes, Their Regulation During Villous Trophoblast Differentiation and Dysregulation in Preterm Preeclampsia (2020) (21)
Gene-expression Profiling in Non-small Cell Lung Cancer with Invasion of Mediastinal Lymph Nodes for Prognosis Evaluation. (2015) (21)
A Multi-Cohort and Multi-Omics Meta-Analysis Framework to Identify Network-Based Gene Signatures (2019) (21)
COVID-19: disease pathways and gene expression changes predict methylprednisolone can improve outcome in severe cases (2020) (19)
Immunotheranostics: breaking tolerance in immunotherapy using tumor autoantigens identified on protein microarrays. (2006) (19)
The peripheral whole-blood transcriptome of acute pyelonephritis in human pregnancya (2014) (19)
Assessing the functional bias of commercial microarrays using the onto-compare database. (2003) (18)
GSMA: an approach to identify robust global and test Gene Signatures using Meta-Analysis (2019) (16)
In silico and wet-bench identification of nuclear matrix attachment regions. (2005) (15)
SPATIAL: A System-level PAThway Impact AnaLysis approach (2016) (15)
Platelets and renal failure in the SARS-CoV-2 syndrome (2020) (15)
CPA: a web-based platform for consensus pathway analysis and interactive visualization (2021) (15)
Semantic Analysis of Genome Annotations using Weighting Schemes (2007) (14)
MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping (2017) (13)
Gene expression profiling demonstrates a novel role for foetal fibrocytes and the umbilical vessels in human fetoplacental development (2008) (13)
Limited weights neural networks: Very tight entropy based bounds (1997) (11)
Application of an objective method for localizing bilateral cortical FDG PET abnormalities to guide the resection of epileptic foci (2005) (11)
A Novel Pathway Analysis Approach Based on the Unexplained Disregulation of Genes (2017) (11)
A VLSI optimal constructive algorithm for classification problems (1997) (11)
MDAsim: A multiple displacement amplification simulator (2012) (11)
Quantitative proteomics reveals novel protein interaction partners of PP2A catalytic subunit in pancreatic β-cells (2016) (10)
A comparison of existing tools for ontological analysis of gene expression data (2005) (9)
Distilled single-cell genome sequencing and de novo assembly for sparse microbial communities (2013) (9)
Identification of Genomic Signatures for the Design of Assays for the Detection and Monitoring of Anthrax Threats (2004) (9)
On limited fan-in optimal neural networks (1997) (9)
Discovery of primary prostate cancer biomarkers using cross cancer learning (2021) (9)
Novel T7 Phage Display Library Detects Classifiers for Active Mycobacterium Tuberculosis Infection (2018) (9)
Applications and challenges of DNA microarray technology in military medical research. (2004) (8)
Developing classifiers for the detection of cancer using multi-analytes. (2009) (7)
A systems biology approach for the identification of significantly perturbed genes (2015) (7)
NBIA: a network-based integrative analysis framework – applied to pathway analysis (2020) (7)
Serum prognostic biomarkers in head and neck cancer patients (2014) (7)
Detection of Cystic Fibrosis Serological Biomarkers Using a T7 Phage Display Library (2017) (7)
An approach to infer putative disease‐specific mechanisms using neighboring gene networks (2017) (7)
Integrated Cancer Subtyping using Heterogeneous Genome-Scale Molecular Datasets (2019) (7)
Identifying uncertainty regions in Support Vector Machines using geometric margin and convex hulls (2008) (7)
Integrating 5hmC and gene expression data to infer regulatory mechanisms (2018) (6)
Detecting Phenotype-Specific Interactions between Biological Processes from Microarray Data and Annotations (2012) (6)
Pathway crosstalk effects: shrinkage and disentanglement using a Bayesian hierarchical model (2016) (6)
Signaling pathways coupling phenomena (2010) (6)
On Obtaining the Young Modulus from Numerical Analysis of Composite Material Constituent (2018) (5)
A method for analysis and correction of cross-talk effects in pathway analysis (2012) (5)
KUTE-BASE: storing, downloading and exporting MIAME-compliant microarray experiments in minutes rather than hours (2008) (5)
TOMAS: A novel TOpology-aware Meta-Analysis approach applied to System biology (2016) (5)
A genetic algorithms framework for estimating individual gene contributions in signaling pathways (2013) (5)
Entropy Based Comparison of Neural Networks for Classification (1998) (5)
A Systems Biology Approach for Unsupervised Clustering of High-Dimensional Data (2016) (5)
SMRT: Randomized Data Transformation for Cancer Subtyping and Big Data Analysis (2021) (5)
Kinome profiling reveals abnormal activity of kinases in skeletal muscle from adults with obesity and insulin resistance. (2020) (4)
Some enhancements of the constraint based decomposition training architecture (1996) (4)
Design and Fabrication of Thermoplastic Moulds for Manufacturing CFRP Composite Impeller Blades (2020) (4)
A Constructive Approach to Calculating Lower Entropy Bounds (1999) (4)
MAGPEL: an autoMated pipeline for inferring vAriant-driven Gene PanEls from the full-length biomedical literature (2020) (4)
Disease Subtyping using Somatic Variant Data (2018) (4)
A Novel Bioinformatics Technique For Predicting Condition-Specific Transcription Factor Binding Sites (2005) (4)
Multianalyte Tests for the Early Detection of Cancer: Speedbumps and Barriers (2007) (4)
A Comparative Experimental-Numerical Analysis on the Vibration Behaviour of a Composite Satellite Subset (2016) (4)
Some new results on the capabilities of integer weights neural networks in classification problems (1999) (4)
Identifying biologically relevant putative mechanisms in a given phenotype comparison (2017) (4)
Mining HIV Dynamics Using Independent Component Analysis (2003) (4)
A SOFM Approach to Predicting HIV Drug Resistance (2001) (3)
Gene expression signature pathways in the human uterine cervix before and after spontaneous term parturition (2006) (3)
Assessing co-regulation of directly linked genes in biological networks using microarray time series analysis (2013) (3)
Evaluation of Dispersion Methods and Mechanical Behaviour of Glass Fibre Composites with Embedded Self-Healing Systems (2021) (3)
Z‐BAG: A CLASSIFICATION ENSEMBLE SYSTEM WITH POSTERIOR PROBABILISTIC OUTPUTS (2013) (3)
mirIntegrator : Integrating miRNAs into signaling pathways (2016) (3)
Towards personalized medicine using systems biology and machine learning (2013) (2)
A VLSI neural network classifier based on integer-valued weights (1999) (2)
Using constraints to improve generalisation and training of feedforward neural networks: constraint based decomposition and complex backpropagation (1996) (2)
Correlation of HIV protease structure with Indinavir resistance: a data mining and neural networks approach (2000) (2)
Additional file 8 (2012) (2)
Ontologies for Bioinformatics (2014) (2)
Integration of Multimodal Data from Disparate Sources for Identifying Disease Subtypes (2022) (2)
Using information entropy bounds to design VLSI friendly neural networks (1998) (2)
Mechanical Characterization of DCPD and ENB Healing Systems in Glass Fibre Composites (2020) (2)
Correction to: Identifying significantly impacted pathways: a comprehensive review and assessment (2019) (2)
Query-by-structure approach for the web (2003) (2)
Microarrays: Tools for Gene Expression Analysis (2003) (2)
PREFACE: Guest Editorial – New Trends in Neural Network Implementations (2000) (2)
Discoveries: an innovative platform for publishing cutting-edge research discoveries in medicine, biology and chemistry (2013) (2)
On the Computational Power of Limited Precision Weights Neutral Networks in Classification Problems: How to Calculate the Weight Range so that a Solution Will Exist (1999) (2)
Automated Assay of a Four-Protein Biomarker Panel for Improved Detection of Ovarian Cancer (2021) (2)
On the Complexity of VLSI-Friendly Neural Networks for Classification Problems (1998) (1)
Down-weighting overlapping genes improves gene set analysis (2012) (1)
Gene function discovery using latent semantic indexing (2009) (1)
Intelligent Informatics in Biomedicine (2013) (1)
On sparsely connected optimal neural networks (1997) (1)
PICOT gene expression levels can predict survival and recurrence among malignant pleural mesothelioma patients (2005) (1)
Disease Maternal Anti-Fetal Graft-versus-Host Conjoint Maternal Allograft Rejection and Placental Compartments : Implications for Up-Regulation in the Feto-Maternal and with a Distinct Pattern of Chemokine Villitis of Unknown Etiology Is Associated (2009) (1)
COVID-19: disease pathways and gene expression changes predict methylprednisolone can improve out- come in severe cases (2020) (1)
Bioconductor’s SPIA package (2009) (1)
Molecular Markers for Long-term Survival in Stage IIIA (N2) NSCLC Patients (2021) (1)
Detection of Cystic Fibrosis Serological Biomarkers Using a T7 Phage Display Library (2017) (1)
A Different Approach for Obtaining the Shear Moduliof a Composite Material (2020) (1)
Autoantibodies against cytoskeletons and lysosomal trafficking discriminate sarcoidosis from healthy controls, tuberculosis and lung cancers (2022) (1)
Detecting qualitative changes in biological systems (2020) (1)
Creating Teams for Bioinformatics: The Educational Challenge for Biology and Computer Science at the Undergraduate and Graduate Level Four Case Studies from the Great Lakes Area (2011) (0)
NBIA: a network-based integrative analysis framework – applied to pathway analysis (2020) (0)
Amnion: Implications for Human Pregnancy Anti-Inflammatory Component in the Surfactant Protein-A as an (2010) (0)
DNA arrays: the steam engine of the 21st century (2001) (0)
Pathway crosstalk effects: shrinkage and disentanglement using a Bayesian hierarchical model (2016) (0)
The myometrial transcriptome in spontaneous labor at term and in failure to progress in labor (arrest of dilatation and arrest of descent) (2006) (0)
On issues related to VLSI implementations of neural networks (1997) (0)
Reduced cost single cell genome sequencing and de novo assembly of microbial communities (2013) (0)
Bioinformatics Databases: Design, Implementation, and Usage (2010) (0)
A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET Images in Epileptic Children (2009) (0)
Identifying significantly impacted pathways: a comprehensive review and assessment (2019) (0)
Epitomics : Serum screening for the early detection of cancer on microarrays using panels of tumor antigens (2005) (0)
Combining the biomarkers macrophage inhibitory factor, osteopontin and prolactin with CA-125 improves early detection of ovarian cancer (2021) (0)
666 The Biological Connection Markup Language – a Data Format to Visualize, Annotate and Analyze Biological Pathways (2012) (0)
A systems biology approach for pathway level analysis data (2007) (0)
299: First evidence that the human amnion is functionally heterogeneous: A study of the amnion transcriptome chong (2007) (0)
Cancer Prediction by Protein Microarray Profiling (2003) (0)
Global functional profiling using onto-express: design and implementation (2006) (0)
Intelligent Informatics in Translational Medicine 2016 (2017) (0)
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen (2019) (0)
Pacific Symposium on Biocomputing 2020 (761 Pages) (2019) (0)
Metal inclusion influence on mechanical behaviour of plates made of araldite (2020) (0)
Comprar Pathway Analysis of High Throughput Experiments | Sorin Draghici | 9781584886853 | Informa Healthcare (2009) (0)
Editorial: Advancement in Gene Set Analysis: Gaining Insight From High-Throughput Data (2022) (0)
Basic statistics in R (2016) (0)
Space-®lling Curves and Kolmogorov Superposition-based Neural Networks (0)
OP-CBIO190580 1..9 (2019) (0)
Predicting Prostate Cancer Recurrence by Gene Expression Analysis of Formalin-Fixed, Paraffin Embedded Tissue (2007) (0)
" hsa : 1029 " " hsa : 51343 " " hsa : 4171 " " hsa : 4172 " " hsa : 4173 " " hsa : 4174 " (2013) (0)
Reading the microarray map (2002) (0)
Additional file 2 of Identifying significantly impacted pathways: a comprehensive review and assessment (2019) (0)
Discovering Document Semantics QBYS: A System for Querying the WWW by Semantics (2004) (0)
Expressed sequence tag data mining: The reality of virtual gene expression (2001) (0)
The International Society of Computational Biology presents: the Great Lakes Bioinformatics Conference, May 16-18, 2014, Cincinnati, Ohio (2014) (0)
A role for micrornas – key regulators of gene expression – in chorioamnionitis and parturition (2006) (0)
75: The molecular basis for sonographic cervical shortening: identification of differentially expressed genes as a function of cervical length (2009) (0)
Spatial Detrending and Normalization Methods for Two-Channel DNA and Protein Microarray Data (2008) (0)
Integrating microRNA expression in pathway analysis (2016) (0)
Discovery of Novel Transketolase Epitopes and the Development of IgG-Based Tuberculosis Serodiagnostics (2023) (0)
Structural evaluation of a composite centrifugal rotor (2020) (0)
Study the strength and stiffness of a boring and milling machine bed (2008) (0)
Intelligent Informatics in Translational Medicine (2015) (0)

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