<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Paper-Conference | Mohamed Ghalwash</title><link>https://m-fakhry.github.io/publication_types/paper-conference/</link><atom:link href="https://m-fakhry.github.io/publication_types/paper-conference/index.xml" rel="self" type="application/rss+xml"/><description>Paper-Conference</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Sun, 01 Jan 2023 00:00:00 +0000</lastBuildDate><image><url>https://m-fakhry.github.io/media/icon_hu_1c0e9cb08cfb822a.png</url><title>Paper-Conference</title><link>https://m-fakhry.github.io/publication_types/paper-conference/</link></image><item><title>Interpretable Stratification for Chronic Kidney Disease Progression Based on Time to Event Analysis</title><link>https://m-fakhry.github.io/publications/ghalwash-2023-interpretable/</link><pubDate>Sun, 01 Jan 2023 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2023-interpretable/</guid><description/></item><item><title>An Ontology for Fairness Metrics</title><link>https://m-fakhry.github.io/publications/franklin-2022-ontology/</link><pubDate>Sat, 21 May 2022 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/franklin-2022-ontology/</guid><description/></item><item><title>G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime</title><link>https://m-fakhry.github.io/publications/li-2021-g/</link><pubDate>Sat, 04 Dec 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/li-2021-g/</guid><description/></item><item><title>A Comparative Time-to-Event Analysis Across Health Systems</title><link>https://m-fakhry.github.io/publications/ghalwash-2021-acomparative/</link><pubDate>Wed, 03 Nov 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2021-acomparative/</guid><description/></item><item><title>Impact of Clinical and Genomic Factors on COVID-19 Disease Severity</title><link>https://m-fakhry.github.io/publications/dey-2021-impact/</link><pubDate>Wed, 03 Nov 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/dey-2021-impact/</guid><description/></item><item><title>Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case</title><link>https://m-fakhry.github.io/publications/chari-2021-leveraging/</link><pubDate>Sun, 15 Aug 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/chari-2021-leveraging/</guid><description/></item><item><title>Transparent and Distributed AI Prediction Modeling: A Case Study on Pediatric Covid</title><link>https://m-fakhry.github.io/publications/saiz-2022-transparent/</link><pubDate>Thu, 05 Aug 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/saiz-2022-transparent/</guid><description/></item><item><title>Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge</title><link>https://m-fakhry.github.io/publications/chakraborty-2021-blending/</link><pubDate>Mon, 17 May 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/chakraborty-2021-blending/</guid><description/></item><item><title>Phenotypical Ontology Driven Framework For Multi-Task Learning</title><link>https://m-fakhry.github.io/publications/ghalwash-2021-phenotypical/</link><pubDate>Sat, 10 Apr 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2021-phenotypical/</guid><description/></item><item><title>Finding Causal Mechanistic Drug-Drug Interactions from Observational Data</title><link>https://m-fakhry.github.io/publications/dey-2020-finding/</link><pubDate>Mon, 25 Jan 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/dey-2020-finding/</guid><description/></item><item><title>Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology</title><link>https://m-fakhry.github.io/publications/li-2020-predicting/</link><pubDate>Mon, 25 Jan 2021 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/li-2020-predicting/</guid><description/></item><item><title>ODVICE: An Ontology-Driven Visual Analytic Tool for Interactive Cohort Extraction</title><link>https://m-fakhry.github.io/publications/ghalwash-2020-odvice/</link><pubDate>Sat, 12 Dec 2020 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2020-odvice/</guid><description/></item><item><title>A Multi-Task Learning Approach to Personalized Progression Modeling</title><link>https://m-fakhry.github.io/publications/ghalwash-2020-multi/</link><pubDate>Mon, 30 Nov 2020 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2020-multi/</guid><description/></item><item><title>Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 Diabetes</title><link>https://m-fakhry.github.io/publications/ghalwash-2020-leveraging/</link><pubDate>Wed, 18 Nov 2020 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2020-leveraging/</guid><description/></item><item><title>Computational Phenotyping with Limited Data and Winning the Partners Healthcare Biobank Challenge</title><link>https://m-fakhry.github.io/publications/chakraborty-2020-computational/</link><pubDate>Wed, 21 Oct 2020 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/chakraborty-2020-computational/</guid><description/></item><item><title>eXITs: An Ensemble Approach for Imputing Missing EHR Data</title><link>https://m-fakhry.github.io/publications/codella-2019-exits/</link><pubDate>Thu, 13 Jun 2019 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/codella-2019-exits/</guid><description/></item><item><title>Temporal Graph Regression via Structure-Aware Intrinsic Representation Learning</title><link>https://m-fakhry.github.io/publications/han-2019-temporal/</link><pubDate>Sat, 04 May 2019 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/han-2019-temporal/</guid><description/></item><item><title>Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions</title><link>https://m-fakhry.github.io/publications/dey-2018-estimating/</link><pubDate>Wed, 07 Nov 2018 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/dey-2018-estimating/</guid><description/></item><item><title>Ranking Based Multitask Learning of Scoring Functions</title><link>https://m-fakhry.github.io/publications/stojkovic-2017-ranking/</link><pubDate>Sat, 30 Dec 2017 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/stojkovic-2017-ranking/</guid><description/></item><item><title>Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results</title><link>https://m-fakhry.github.io/publications/ghalwash-2017-exploiting/</link><pubDate>Mon, 06 Nov 2017 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2017-exploiting/</guid><description/></item><item><title>Cost Sensitive Time-series Classification</title><link>https://m-fakhry.github.io/publications/roychoudhury-2017-cost/</link><pubDate>Thu, 21 Sep 2017 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/roychoudhury-2017-cost/</guid><description/></item><item><title>Continuous Conditional Dependency Network for Structured Regression</title><link>https://m-fakhry.github.io/publications/han-2017-continuous/</link><pubDate>Thu, 09 Feb 2017 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/han-2017-continuous/</guid><description/></item><item><title>A Fast Structured Regression For Large Networks</title><link>https://m-fakhry.github.io/publications/zhou-2016-fast/</link><pubDate>Thu, 08 Dec 2016 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/zhou-2016-fast/</guid><description/></item><item><title>Joint Learning of Representation and Structure for Sparse Regression on Graphs</title><link>https://m-fakhry.github.io/publications/han-2016-joint/</link><pubDate>Sat, 07 May 2016 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/han-2016-joint/</guid><description/></item><item><title>Extending the Modelling Capacity of Gaussian Conditional Random Fields while Learning Faster</title><link>https://m-fakhry.github.io/publications/glass-2016-extending/</link><pubDate>Wed, 17 Feb 2016 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/glass-2016-extending/</guid><description/></item><item><title>False Alarm Suppression in Early Prediction of Cardiac Arrhythmia</title><link>https://m-fakhry.github.io/publications/roychoudhury-2015-false/</link><pubDate>Wed, 04 Nov 2015 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/roychoudhury-2015-false/</guid><description/></item><item><title>Utilizing Temporal Patterns For Estimating Uncertainty In Interpretable Early Decision Making</title><link>https://m-fakhry.github.io/publications/ghalwash-2014-utilizing/</link><pubDate>Fri, 01 Aug 2014 00:00:00 +0000</pubDate><guid>https://m-fakhry.github.io/publications/ghalwash-2014-utilizing/</guid><description/></item><item><title>A Data-Driven Model for Optimizing Therapy Duration for Septic Patients</title><link>https://m-fakhry.github.io/publications/ghalwash-2014-data/</link><pubDate>Sat, 26 Apr 2014 00:00:00 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