Publications | Mohamed Ghalwash

Explanation Ontology: A General-Purpose, Semantic Representation for Supporting User-Centered Explanations

Thu, 24 Oct 2024 00:00:00 +0000

Data-Driven Phenotyping of Presymptomatic Type 1 Diabetes Using Longitudinal Autoantibody Profiles

Tue, 11 Jun 2024 00:00:00 +0000

Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity

Sun, 01 Oct 2023 00:00:00 +0000

Informing Clinical Assessment by Contextualizing Post-Hoc Explanations of Risk Prediction Models in Type-2 Diabetes

Thu, 02 Feb 2023 00:00:00 +0000

Islet Autoantibody Screening In At-Risk Adolescents To Predict Type 1 Diabetes Until Young Adulthood: A Prospective Cohort Study

Wed, 18 Jan 2023 00:00:00 +0000

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Interpretable Stratification for Chronic Kidney Disease Progression Based on Time to Event Analysis

Sun, 01 Jan 2023 00:00:00 +0000

Data-Driven Disease Progression Modeling

Fri, 25 Nov 2022 00:00:00 +0000

Two-Age Islet-Autoantibody Screening for Childhood Type 1 Diabetes: A Prospective Cohort Study

Tue, 05 Jul 2022 00:00:00 +0000

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Improving the Computational Complexity of the COOL Screening Tool

Wed, 01 Jun 2022 00:00:00 +0000

Predicting Pain Now and in the Future Through Personalized Physiologic Mobility Metrics

Wed, 01 Jun 2022 00:00:00 +0000

An Ontology for Fairness Metrics

Sat, 21 May 2022 00:00:00 +0000

Human-Centered Explainability For Life Sciences, Healthcare, And Medical Informatics

Fri, 13 May 2022 00:00:00 +0000

Finding Precise Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions

Tue, 28 Dec 2021 00:00:00 +0000

Carbon Tuner

Tue, 21 Dec 2021 00:00:00 +0000

G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime

Sat, 04 Dec 2021 00:00:00 +0000

A Comparative Time-to-Event Analysis Across Health Systems

Wed, 03 Nov 2021 00:00:00 +0000

Impact of Clinical and Genomic Factors on COVID-19 Disease Severity

Wed, 03 Nov 2021 00:00:00 +0000

Disease Progression Modeling Workbench 360

Sun, 12 Sep 2021 00:00:00 +0000

Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case

Sun, 15 Aug 2021 00:00:00 +0000

Transparent and Distributed AI Prediction Modeling: A Case Study on Pediatric Covid

Thu, 05 Aug 2021 00:00:00 +0000

A Method For Developing An Ontology Based On Biomarker Information To Improve Clinical Prediction

Fri, 16 Jul 2021 00:00:00 +0000

Islet Autoimmunity and HLA Markers of Presymptomatic and Clinical Type 1 Diabetes: Joint Analyses of Prospective Cohort Studies in Finland, Germany, Sweden, and the U.S.

Wed, 23 Jun 2021 00:00:00 +0000

Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge

Mon, 17 May 2021 00:00:00 +0000

Phenotypical Ontology Driven Framework For Multi-Task Learning

Sat, 10 Apr 2021 00:00:00 +0000

System and Method of On-Demand Treatment of Pain in Targeted Area of a Human Subject

Wed, 31 Mar 2021 00:00:00 +0000

Finding Causal Mechanistic Drug-Drug Interactions from Observational Data

Mon, 25 Jan 2021 00:00:00 +0000

Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology

Mon, 25 Jan 2021 00:00:00 +0000

A System for Generating Specialized Phenotypical Embedding

Wed, 30 Dec 2020 00:00:00 +0000

ODVICE: An Ontology-Driven Visual Analytic Tool for Interactive Cohort Extraction

Sat, 12 Dec 2020 00:00:00 +0000

A Multi-Task Learning Approach to Personalized Progression Modeling

Mon, 30 Nov 2020 00:00:00 +0000

Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 Diabetes

Wed, 18 Nov 2020 00:00:00 +0000

COOL - A Screening Collaborative Open Outcomes Tool

Thu, 05 Nov 2020 00:00:00 +0000

Computational Phenotyping with Limited Data and Winning the Partners Healthcare Biobank Challenge

Wed, 21 Oct 2020 00:00:00 +0000

Optimal Ages for Screening for T1D Risk in Children

Tue, 16 Jun 2020 00:00:00 +0000

Learning Interpretable Strategies in the Presence of Existing Domain Knowledge

Mon, 30 Dec 2019 00:00:00 +0000

eXITs: An Ensemble Approach for Imputing Missing EHR Data

Thu, 13 Jun 2019 00:00:00 +0000

Analysis of Longitudinal Autoantibody Profiles and the Progression Rates to Type 1 Diabetes

Tue, 11 Jun 2019 00:00:00 +0000

Predicting Onset of Type 1 Diabetes Using a Novel Interaction Model

Tue, 11 Jun 2019 00:00:00 +0000

Presymptomatic and Clinical T1D in The US, Sweden, and Finland: Joint Analysis of Four Birth Cohort Studies

Tue, 11 Jun 2019 00:00:00 +0000

Sensitivity Analysis of Alternate Definitions of Multiple Islet Autoantibody Positivity

Tue, 11 Jun 2019 00:00:00 +0000

Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning

Sat, 04 May 2019 00:00:00 +0000

Attentive Explainability For Patient Temporal Embedding

Tue, 01 Jan 2019 00:00:00 +0000

Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions

Wed, 07 Nov 2018 00:00:00 +0000

Ranking Based Multitask Learning of Scoring Functions

Sat, 30 Dec 2017 00:00:00 +0000

Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results

Mon, 06 Nov 2017 00:00:00 +0000

Cost Sensitive Time-series Classification

Thu, 21 Sep 2017 00:00:00 +0000

Continuous Conditional Dependency Network for Structured Regression

Thu, 09 Feb 2017 00:00:00 +0000

Minimum Redundancy Maximum Relevance Feature Selection Approach For Temporal Gene Expression Data

Tue, 03 Jan 2017 00:00:00 +0000

A Fast Structured Regression For Large Networks

Thu, 08 Dec 2016 00:00:00 +0000

Joint Learning of Representation and Structure for Sparse Regression on Graphs

Sat, 07 May 2016 00:00:00 +0000

Effectiveness of Multiple Blood-Cleansing Interventions in Sepsis, Characterized in Rats

Thu, 21 Apr 2016 00:00:00 +0000

Structured Feature Selection Using Coordinate Descent Optimization

Fri, 08 Apr 2016 00:00:00 +0000

Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster

Wed, 17 Feb 2016 00:00:00 +0000

False Alarm Suppression in Early Prediction of Cardiac Arrhythmia

Wed, 04 Nov 2015 00:00:00 +0000

Patient--Specific Early Classification of Multivariate Observations

Thu, 01 Jan 2015 00:00:00 +0000

Utilizing Temporal Patterns For Estimating Uncertainty In Interpretable Early Decision Making

Fri, 01 Aug 2014 00:00:00 +0000

A Data-Driven Model for Optimizing Therapy Duration for Septic Patients

Sat, 26 Apr 2014 00:00:00 +0000

Extraction Of Interpretable Multivariate Patterns For Early Diagnostics

Tue, 10 Dec 2013 00:00:00 +0000

Early Diagnosis And Its Benefits In Sepsis Blood Purification Treatment

Wed, 11 Sep 2013 00:00:00 +0000

D2P2: Database Of Disordered Protein Predictions

Tue, 01 Jan 2013 00:00:00 +0000

Interpretable Early Classification Of Multivariate Time Series

Tue, 01 Jan 2013 00:00:00 +0000

Early Classification of Multivariate Time Series Using A Hybrid HMM/SVM Model

Sun, 07 Oct 2012 00:00:00 +0000

Early Classification of Multivariate Temporal Observations By Extraction of Interpretable Shapelets

Wed, 08 Aug 2012 00:00:00 +0000

DNA Methylation Differences at Growth Related Genes Correlate With Birth Weight: A Molecular Signature Linked To Developmental Origins of Adult Disease?

Thu, 12 Apr 2012 00:00:00 +0000

Uncertainty Analysis in Protein Disorder Prediction

Sun, 01 Jan 2012 00:00:00 +0000