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M. Ghalwash · SciRah

Researcher profile · Semantic Scholar

M. Ghalwash

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M. Ghalwash — researcher profile on SciRah

h-index: 14
Works: 44
Citations: 1,818

Most-cited papers

D2P2: database of disordered protein predictions
M. Oates, P. Romero, T. Ishida, M. Ghalwash +8 more
2012Nucleic Acids Res.678 citations Open access
Semantic Scholar
Minimum redundancy maximum relevance feature selection approach for temporal gene expression data
M. Radovic, M. Ghalwash, N. Filipović, Z. Obradovic
2017BMC Bioinformatics434 citations Open access
Semantic Scholar
Early classification of multivariate temporal observations by extraction of interpretable shapelets
M. Ghalwash, Z. Obradovic
2012BMC Bioinformatics107 citations Open access
Semantic Scholar
DNA methylation differences at growth related genes correlate with birth weight: a molecular signature linked to developmental origins of adult disease?
N. Turan, M. Ghalwash, S. Katari, C. Coutifaris +2 more
2012BMC Medical Genomics105 citations Open access
Semantic Scholar
Extraction of Interpretable Multivariate Patterns for Early Diagnostics
M. Ghalwash, Vladan Radosavljevic, Z. Obradovic
20132013 IEEE 13th International Conference on Data Mining82 citations
Semantic Scholar
G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime
Rui Li, Stephanie M. Hu, Ming-Yu Lu, Yuria Utsumi +7 more
2021ML4H@NeurIPS69 citations
Semantic Scholar
Utilizing temporal patterns for estimating uncertainty in interpretable early decision making
M. Ghalwash, Vladan Radosavljevic, Z. Obradovic
2014Knowledge Discovery and Data Mining57 citations
Semantic Scholar
Early classification of multivariate time series using a hybrid HMM/SVM model
M. Ghalwash, Dušan Ramljak, Z. Obradovic
2012IEEE International Conference on Bioinformatics and Biomedicine37 citations
Semantic Scholar
An Ontology for Fairness Metrics
Jade S. Franklin, Karan Bhanot, M. Ghalwash, Kristin P. Bennett +2 more
2022AAAI/ACM Conference on AI, Ethics, and Society36 citations
Semantic Scholar
Structured feature selection using coordinate descent optimization
M. Ghalwash, Xi Hang Cao, Ivan Stojkovic, Z. Obradovic
2016BMC Bioinformatics30 citations Open access
Semantic Scholar
G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes
Rui Li, Zachary Shahn, Jun Li, Ming-Yu Lu +4 more
2020arXiv.org22 citations
Semantic Scholar
Uncertainty analysis in protein disorder prediction.
M. Ghalwash, A. Dunker, Z. Obradovic
2012Molecular Biosystems21 citations
Semantic Scholar
Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster
Jesse Glass, M. Ghalwash, M. Vukicevic, Z. Obradovic
2016AAAI Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
Cost Sensitive Time-Series Classification
S. Roychoudhury, M. Ghalwash, Z. Obradovic
2017ECML/PKDD17 citations
Semantic Scholar
Early Diagnosis and Its Benefits in Sepsis Blood Purification Treatment
M. Ghalwash, Vladan Radosavljevic, Z. Obradovic
2013IEEE International Conference on Healthcare Informatics13 citations
Semantic Scholar
Patient-specific early classification of multivariate observations
M. Ghalwash, Dušan Ramljak, Z. Obradovic
2015International Journal of Data Mining and Bioinformatics11 citations
Semantic Scholar
A Data-Driven Model for Optimizing Therapy Duration for Septic Patients
M. Ghalwash, Z. Obradovic
201411 citations
Semantic Scholar
eXITs: An Ensemble Approach for Imputing Missing EHR Data
James Codella, H. Sarker, P. Chakraborty, M. Ghalwash +2 more
2019IEEE International Conference on Healthcare Informatics9 citations
Semantic Scholar
Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results
M. Ghalwash, Ying Li, Ping Zhang, Jianying Hu
2017International Conference on Information and Knowledge Management7 citations
Semantic Scholar
Joint Learning of Representation and Structure for Sparse Regression on Graphs
Chao Han, Shanshan Zhang, M. Ghalwash, S. Vucetic +1 more
2016SDM7 citations
Semantic Scholar
Effectiveness of Multiple Blood-Cleansing Interventions in Sepsis, Characterized in Rats
Ivan Stojkovic, M. Ghalwash, Xi Hang Cao, Z. Obradovic
2016Scientific Reports6 citations Open access
Semantic Scholar
False alarm suppression in early prediction of cardiac arrhythmia
S. Roychoudhury, M. Ghalwash, Z. Obradovic
2015International Conferences on Biological Information and Biomedical Engineering6 citations
Semantic Scholar
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge
P. Chakraborty, James Codella, Piyush Madan, Ying Li +21 more
2021AMIA ... Annual Symposium proceedings. AMIA Symposium4 citations
Semantic Scholar
Impact of Clinical and Genomic Factors on SARS-CoV2 Disease Severity
S. Dey, A. Bose, P. Chakraborty, M. Ghalwash +6 more
2021medRxiv4 citations Open access
Semantic Scholar
Finding Causal Mechanistic Drug-Drug Interactions from Observational Data
Sanjoy Dey, Ping Zhang, M. Ghalwash, Chandramouli Maduri +2 more
2020American Medical Informatics Association Annual Symposium4 citations
Semantic Scholar
Phenotypical ontology driven framework for multi-task learning
M. Ghalwash, Zijun Yao, Prithwish Chakraporty, James Codella +1 more
2020ACM Conference on Health, Inference, and Learning4 citations Open access
Semantic Scholar
Ranking Based Multitask Learning of Scoring Functions
Ivan Stojkovic, M. Ghalwash, Z. Obradovic
2017ECML/PKDD4 citations
Semantic Scholar
2016 Ieee International Conference on Big Data (big Data) a Fast Structured Regression for Large Networks
Fang Zhou, M. Ghalwash, Z. Obradovic
4 citations
Semantic Scholar
Disease Progression Modeling Workbench 360
Parthasarathy Suryanarayanan, P. Chakraborty, Piyush Madan, Kibichii Bore +8 more
2021arXiv.org3 citations
Semantic Scholar
Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning
Chao Han, Xi Hang Cao, Marija Stanojevic, M. Ghalwash +1 more
2019SDM3 citations
Semantic Scholar
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case
Shruthi Chari, P. Chakraborty, M. Ghalwash, O. Seneviratne +6 more
2021arXiv.org2 citations
Semantic Scholar
ODVICE: An Ontology-Driven Visual Analytic Tool for Interactive Cohort Extraction
M. Ghalwash, Zijun Yao, P. Chakraborty, James Codella +1 more
2020arXiv.org2 citations
Semantic Scholar
Continuous Conditional Dependency Network for Structured Regression
Chao Han, M. Ghalwash, Z. Obradovic
2017AAAI Conference on Artificial Intelligence2 citations Open access
Semantic Scholar
2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012, Philadelphia, PA, USA, October 4-7, 2012
C. Chute, Ming Li, R. Murphy, Xingpeng Jiang +55 more
2012IEEE International Conference on Bioinformatics and Biomedicine1 citations
Semantic Scholar
Improving the Computational Complexity of the COOL Screening Tool
M. Ghalwash
2022International Journal of Advanced Computer Science and Applications0 citations Open access
Semantic Scholar
A Comparative Time-to-Event Analysis Across Health Systems
M. Ghalwash, P. Chakraborty, Akira Koseki, Hiroki Yanagisawa +7 more
2021American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology
Shruthi Chari, P. Chakraborty, O. Seneviratne, M. Ghalwash +3 more
2021American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
A Multi-Task Learning Approach to Personalized Progression Modeling
M. Ghalwash, Daby Dow
2020IEEE International Conference on Healthcare Informatics0 citations
Semantic Scholar
Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions
S. Dey, Ping Zhang, M. Ghalwash, Zachary Shahn +1 more
2018American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
ATTENTIVE EXPLAINABILITY FOR PATIENT TEMPORAL EMBEDDING
D. Sow, M. Ghalwash, Zachary Shahn, S. Dey +2 more
20180 citations
Semantic Scholar
Interpretable early classification of multivariate time series
Z. Obradovic, M. Ghalwash
20130 citations
Semantic Scholar
' s response to reviews Title : DNA methylation differences at growth related genes correlate with birth weight : a molecular signature linked to developmental origins of adult disease ?
N. Turan, M. Ghalwash, S. Katari, C. Coutifaris +4 more
20120 citations
Semantic Scholar
A community resource for analysis and understanding of intrinsic disorder in proteins of fully sequenced genomes
M. Oates, P. Romero, T. Ishida, M. Ghalwash +5 more
20120 citations
Semantic Scholar
Uncertainty Analysis in Protein Disorder Predictionw
M. Ghalwash, A. Dunker, Z. Obradovic
20120 citations
Semantic Scholar

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