Mohamed Ghalwash  Mohamed Ghalwash photo         

contact information

Research Staff Member, Data Mining and Computational Health
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash1899

links



2017

Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results
Mohamed Ghalwash, Ying Li, Ping Zhang, Jianying Hu
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM), pp. 1837--1846

Minimum redundancy maximum relevance feature selection approach for temporal gene expression data
Milos Radovic, Mohamed Ghalwash, Nenad Filipovic, Zoran Obradovic
BMC bioinformatics 18(1), 9, BioMed Central, 2017

Ranking based multitask learning of scoring functions
Ivan Stojkovic, Mohamed Ghalwash, Zoran Obradovic
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML), pp. 721--736, 2017

Cost Sensitive Time-series Classification
Shoumik Roychoudhury, Mohamed Ghalwash, Zoran Obradovic
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML), pp. 495--511, 2017

Continuous Conditional Dependent Network for Structured Regression
Chao Han, Mohamed Ghalwash, Zoran Obradovic
The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), 2017


2016

A Fast Structured Regression for Large Networks
Fang Zhou, Mohamed Ghalwash, Zoran Obradovic
Proc. The IEEE International Conference on Big Data (BigData 2016)

Effectiveness of Multiple Blood-Cleansing Interventions in Sepsis, Characterized in Rats
Ivan Stojkovic, Mohamed Ghalwash, Xi Hang Cao, Zoran Obradovic
Scientific Reports6, 24719EP-, Nature Publishing Group, 2016

Structured Feature Selection using Coordinate Descent Optimization
Mohamed Ghalwash, Xi Hang Cao, Ivan Stojkovic, Zoran Obradovic
BMC Bioinformatics, BMC, 2016

Joint Learning of Representation and Structure for Sparse Regression on Graphs
Chao Han, Shanshan Zhang, Mohamed Ghalwash, Slobodan Vucetic, Zoran Obradovic
Proc. 16th SIAM International Conference of Data Mining (SDM 2016)

Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster
Jesse Glass, Mohamed Ghalwash, Milan Vukicevic, Zoran Obradovi\'c
The Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), 2016


2015

False Alarm Suppression in Early Prediction of Cardiac Arrhythmia
Shoumik Roychoudhury, Mohamed Ghalwash, Zoran Obradovi\'c
Proceeding of the 15th IEEE International Conference on Bioinformatics and Bioengineering (BIBE), 2015

Patient-specific Early Classification of Multivariate Observations
Mohamed Ghalwash, Du\v{s}an Ramljak, Zoran Obradovi\'c
International Journal of Data Mining and Bioinformatics (IJDMB) 11(4), 392--411, Inderscience Publishers, 2015


2014

A Data-Driven Model for Optimizing Therapy Duration for Septic Patients
Mohamed Ghalwash, Zoran Obradovi\'c
Proceeding of the 14th SIAM International Conference of Data Mining, 3rd Workshop on Data Mining for Medicine and Healthcare (SDM-DMMH), 2014

Utilizing Temporal Patterns for Estimating Uncertainty in Interpretable Early Decision Making
Mohamed Ghalwash, Vladan Radosavljevic, Zoran Obradovi\'c
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 402--411, 2014


2013

Interpretable Early Classification of Multivariate Time Series
Mohamed Ghalwash
Ph.D. Thesis, 2013

Early Diagnosis and Its Benefits in Sepsis Blood Purification Treatment
Mohamed Ghalwash, Vladan Radosavljevic, Zoran Obradovi\'c
IEEE International Conference on Healthcare Informatics (ICHI), pp. 523--528, 2013

Extraction of Interpretable Multivariate Patterns for Early Diagnostics
Mohamed Ghalwash, Vladan Radosavljevic, Zoran Obradovi\'c
IEEE 13th International Conference on Data Mining (ICDM), pp. 201--210, 2013

D2P2: Database of Disordered Protein Predictions
Matt E Oates, Pedro Romero, Takashi Ishida, Mohamed Ghalwash, Marcin J Mizianty, Bin Xue, Zsuzsanna Doszt\'anyi, Vladimir N Uversky, Zoran Obradovi\'c, Lukasz Kurgan, A Keith Dunker, Julian Gough
Nucleic Acids Research (NAR) 41(D1), D508--D516, Oxford Univ Press, 2013


2012

Early Classification of Multivariate Temporal Observations by Extraction of Interpretable Shapelets
Mohamed Ghalwash, Zoran Obradovi\'c
BMC Bioinformatics 13(1), 195, BioMed Central Ltd, 2012

Early Classification of Multivariate Time Series using a Hybrid HMM/SVM Model
Mohamed Ghalwash, Du\v{s}an Ramljak, Zoran Obradovi\'c
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 1--6, 2012

DNA Methylation Differences at Growth Related Genes Correlate with Birth Weight: a Molecular Signature Linked to Developmental Origins of Adult Disease?
Nahid Turan, Mohamed Ghalwash, Sunita Katari, Christos Coutifaris, Zoran Obradovi\'c, Carmen Sapienza
BMC Medical Genomics 5(1), 10, BioMed Central Ltd, 2012

Uncertainty Analysis in Protein Disorder Prediction
Mohamed Ghalwash, A Keith Dunker, Zoran Obradovi\'c
Molecular BioSystems 8(1), 381--391, Royal Society of Chemistry, 2012