Sorin Draghici

Purvesh Khatri, Sorin Draghici, Calin Voichita, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

On sparsely connected optimal neural networks

Valeriu Beiu, Sorin Draghici, 1997 .

On the Possibilities of the Limited Precision Weights Neural Networks in Classification Problems

Ishwar K. Sethi, Sorin Draghici, 1997, IWANN.

Incorporating Gene Significance in the Impact Analysis of Signaling Pathways

Sorin Draghici, Calin Voichita, Michele Donato, 2012, 2012 11th International Conference on Machine Learning and Applications.

A comparison of existing tools for ontological analysis of gene expression data

Purvesh Khatri, Sorin Draghici, P. Khatri, 2005 .

Space-filling curves and Kolmogorov superposition-based neural networks

Sorin Draghici, David A. Sprecher, D. Sprecher, 2002, Neural Networks.

Neural Networks in Analog Hardware - Design and Implementation Issues

Sorin Draghici, S. Drăghici, 2000, Int. J. Neural Syst..

TOMAS: A novel TOpology-aware Meta-Analysis approach applied to System biology

Tin Chi Nguyen, Sorin Draghici, Diana Diaz, 2016, BCB.

A method for analysis and correction of cross-talk effects in pathway analysis

Zhonghui Xu, Sorin Draghici, Roberto Romero, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Down-weighting overlapping genes improves gene set analysis

Sorin Draghici, Adi L. Tarca, Roberto Romero, 2012, BMC Bioinformatics.

Onto-Tools: new additions and improvements in 2006

Purvesh Khatri, Sorin Draghici, Adi L. Tarca, 2007, Nucleic Acids Res..

Z‐BAG: A CLASSIFICATION ENSEMBLE SYSTEM WITH POSTERIOR PROBABILISTIC OUTPUTS

Zhonghui Xu, Sorin Draghici, Roberto Romero, 2013, Comput. Intell..

Valeriu Beiu, Sorin Draghici, 1997 .

On the capabilities of neural networks using limited precision weights

Sorin Draghici, S. Drăghici, 2002, Neural Networks.

PREFACE: Guest Editorial – New Trends in Neural Network Implementations

Sorin Draghici, 2000 .

Developing classifiers for the detection of cancer using multi-analytes.

Sorin Draghici, Roberto Romero, Adi Laurentiu Tarca, 2009, Methods in molecular biology.

Ontological analysis of gene expression data: current tools, limitations, and open problems

Purvesh Khatri, Sorin Draghici, P. Khatri, 2005, Bioinform..

A System Biology Approach for the Steady-State Analysis of Gene Signaling Networks

Purvesh Khatri, Sorin Draghici, Adi L. Tarca, 2007, CIARP.

A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET Images in Epileptic Children

Otto Muzik, Sorin Draghici, Siamak Pourabdollah, 2003, IWANN.

DANUBE: Data-Driven Meta-ANalysis Using UnBiased Empirical Distributions—Applied to Biological Pathway Analysis

Cristina Mitrea, Tin Chi Nguyen, Sorin Draghici, 2017, Proceedings of the IEEE.

A semantic analysis of the annotations of the human genome

Purvesh Khatri, Sorin Draghici, Bogdan Done, 2005, Bioinform..

Modeling time-dependent transcription effects of HER2 oncogene and discovery of a role for E2F2 in breast cancer cell-matrix adhesion

Cristina Mitrea, Vincenzo Manca, Luca Marchetti, 2014, Bioinform..

Accuracy of cDNA microarray methods to detect small gene expression changes induced by neuregulin on breast epithelial cells

Bin Yao, Sorin Draghici, Jeffrey A. Loeb, 2004, BMC Bioinformatics.

Mining HIV Dynamics Using Independent Component Analysis

Ishwar K. Sethi, Sorin Draghici, George Towfic, 2003, Bioinform..

Semantic Analysis of Genome Annotations using Weighting Schemes

Purvesh Khatri, Sorin Draghici, Bogdan Done, 2007, 2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology.

A genetic algorithms framework for estimating individual gene contributions in signaling pathways

Sorin Draghici, Calin Voichita, Michele Donato, 2013, 2013 IEEE Congress on Evolutionary Computation.

A Neural Network Based Artificial Vision System for Licence Plate Recognition

Sorin Draghici, S. Drăghici, 1997, Int. J. Neural Syst..

Identification of Genomic Signatures for the Design of Assays for the Detection and Monitoring of Anthrax Threats

Jaques Reifman, Yanhong Liu, Purvesh Khatri, 2004, Pacific Symposium on Biocomputing.

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

Sorin Draghici, S. Drăghici, 1999, IWANN.

Onto-Tools, the toolkit of the modern biologist: Onto-Express, Onto-Compare, Onto-Design and Onto-Translate

Purvesh Khatri, Pratik Bhavsar, Sorin Draghici, 2003, Nucleic Acids Res..

Machine Learning and Its Applications to Biology

Sorin Draghici, Adi L. Tarca, Roberto Romero, 2007, PLoS Comput. Biol..

On the Complexity of VLSI-Friendly Neural Networks for Classification Problems

Sorin Draghici, 1998, Canadian Conference on AI.

DC-ATLAS: a systems biology resource to dissect receptor specific signal transduction in dendritic cells

Marco Brandizi, Sorin Draghici, Vassili Soumelis, 2010, Immunome research.

A novel computational approach for drug repurposing using systems biology

Sorin Draghici, Michele Donato, Nafiseh Saberian, 2018, Bioinform..

MicroRNA-Augmented Pathways (mirAP) and Their Applications to Pathway Analysis and Disease Subtyping

Sorin Draghici, Michele Donato, Diana Diaz, 2017, PSB.

A Multi-Cohort and Multi-Omics Meta-Analysis Framework to Identify Network-Based Gene Signatures

Sorin Draghici, Tin Nguyen, Adib Shafi, 2019, Front. Genet..

Predicting Novel Human Gene Ontology Annotations Using Semantic Analysis

Purvesh Khatri, Sorin Draghici, Bogdan Done, 2010, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

A novel signaling pathway impact analysis

Pooja Mittal, Purvesh Khatri, Sorin Draghici, 2009, Bioinform..

On limited fan-in optimal neural networks

Valeriu Beiu, Hanna E. Makaruk, Sorin Draghici, 1997, Proceedings 4th Brazilian Symposium on Neural Networks.

MDAsim: A multiple displacement amplification simulator

Sorin Draghici, Zeinab Tagliavi, S. Drăghici, 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.

PINSPlus: a tool for tumor subtype discovery in integrated genomic data

Sorin Draghici, Hung Nguyen, Tin Nguyen, 2018, Bioinform..

A Novel Pathway Analysis Approach Based on the Unexplained Disregulation of Genes

Sorin Draghici, Calin Voichita, Michele Donato, 2017, Proceedings of the IEEE.

Discovering Document Semantics QBYS: A System for Querying the WWW by Semantics

Michael Johnson, Duo Xu, Farshad Fotouhi, 2004, Multimedia Tools and Applications.

The Biological Connection Markup Language: a SBGN-compliant format for visualization, filtering and analysis of biological pathways

Enrica Calura, Chiara Romualdi, Duccio Cavalieri, 2011, Bioinform..

A Novel Bioinformatics Technique For Predicting Condition-Specific Transcription Factor Binding Sites

Purvesh Khatri, Valmik Desai, Sorin Draghici, 2005, 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

Correlation of HIV protease structure with Indinavir resistance: a data mining and neural networks approach

Sorin Draghici, Lonnie T. Cumberland, Ladislau C. Kovari, 2000, SPIE Defense + Commercial Sensing.

A Systems Biology Approach for Unsupervised Clustering of High-Dimensional Data

Tin Chi Nguyen, Sorin Draghici, Diana Diaz, 2016, MOD.

Distilled single-cell genome sequencing and de novo assembly for sparse microbial communities

Hamidreza Chitsaz, Sorin Draghici, Narjes S. Movahedi, 2013, Bioinform..

A Constructive Approach to Calculating Lower Entropy Bounds

Valeriu Beiu, Sorin Draghici, Thierry de Pauw, 1999, Neural Processing Letters.

Signaling pathways coupling phenomena

Sorin Draghici, Michele Donato, S. Drăghici, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Integrating 5hmC and gene expression data to infer regulatory mechanisms

Cristina Mitrea, Sorin Draghici, Aliccia Bollig-Fischer, 2018, Bioinform..

Babel's tower revisited: a universal resource for cross-referencing across annotation databases

Purvesh Khatri, Sorin Draghici, Sivakumar Sellamuthu, 2006, Bioinform..

DNA arrays: the steam engine of the 21st century

Sorin Draghici, 2001, SIGB.

Study the strength and stiffness of a boring and milling machine bed

Sorin Draghici, Gabriela Dinu, Daniel Vlasceanu, 2008 .

A Comprehensive Survey of Tools and Software for Active Subnetwork Identification

Tin Chi Nguyen, Sorin Draghici, Adib Shafi, 2019, Front. Genet..

COVID-19: disease pathways and gene expression changes predict methylprednisolone can improve outcome in severe cases

Sorin Draghici, Gil Mor, Cordelia Ziraldo, 2020, medRxiv.

Signature pathways identified from gene expression profiles in the human uterine cervix before and after spontaneous term parturition.

Sorin Draghici, Roberto Romero, Chong Jai Kim, 2007, American journal of obstetrics and gynecology.

Gene Expression Profiles Predict Survival and Progression of Pleural Mesothelioma

Sorin Draghici, Zhandong Liu, Harvey I. Pass, 2004, Clinical Cancer Research.

Multianalyte Tests for the Early Detection of Cancer: Speedbumps and Barriers

Sorin Draghici, Michael A. Tainsky, Judith Abrams, 2007, Biomarker insights.

Identifying significantly impacted pathways: a comprehensive review and assessment

Sorin Draghici, Adib Shafi, Tin Nguyen, 2019, Genome Biology.

Diagnostic markers of ovarian cancer by high-throughput antigen cloning and detection on arrays.

Gerard Tromp, Sorin Draghici, Karen Lu, 2006, Cancer research.

Assessing the functional bias of commercial microarrays using the onto-compare database.

Purvesh Khatri, Sorin Draghici, Abhik Shah, 2003, BioTechniques.

Nuclear matrix association of the human beta-globin locus utilizing a novel approach to quantitative real-time PCR.

Sorin Draghici, Zhandong Liu, Stephen A Krawetz, 2003, Nucleic acids research.

The prediction of early preeclampsia: Results from a longitudinal proteomics study

Sorin Draghici, Roberto Romero, Nandor Gabor Than, 2019, PloS one.

Entropy Based Comparison of Neural Networks for Classification

Valeriu Beiu, Sorin Draghici, S. Drăghici, 1998 .

Gene expression profiling demonstrates a novel role for foetal fibrocytes and the umbilical vessels in human fetoplacental development

Sorin Draghici, Roberto Romero, Chong Jai Kim, 2008, Journal of Cellular and Molecular Medicine.

SPATIAL: A System-level PAThway Impact AnaLysis approach

Sorin Draghici, Sahar Ansari, B. Hoda Helmi, 2016, Nucleic acids research.

The transcriptome of cervical ripening in human pregnancy before the onset of labor at term: Identification of novel molecular functions involved in this process

Sorin Draghici, Roberto Romero, Chong Jai Kim, 2009, The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians.

A common pattern of persistent gene activation in human neocortical epileptic foci

Sorin Draghici, Eishi Asano, Sandeep Sood, 2005, Annals of neurology.