Ehsan Ullah

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Diabetes Mellitus

Clinical Decision Support

Theoretic Framework

Machine Learning

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Mostafa M. Hamza, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit
ClustML: A measure of cluster pattern complexity in scatterplots learnt from human-labeled groupings. Inf. Vis. 23 (2) (2024)
Ehsan Ullah, Mohib Ullah, Muhammad Sajjad, Faouzi Alaya Cheikh
Deep learning based wheat ears count in robot images for wheat phenotyping. IRIACV (2022)
Raghvendra Mall, Abdurrahman Elbasir, Hossam Almeer, Zeyaul Islam, Prasanna R. Kolatkar, Sanjay Chawla, Ehsan Ullah
A modeling framework for embedding-based predictions for compound-viral protein activity. Bioinform. 37 (17) (2021)
Mostafa M. Abbas, Ehsan Ullah, Abdelkader Baggag, Halima Bensmail, Michael Sedlmair, Michaël Aupetit
ClustRank: a Visual Quality Measure Trained on Perceptual Data for Sorting Scatterplots by Cluster Patterns. CoRR (2021)
Mirza Mansoor Baig, Hamid Gholamhosseini, Jairo A. Gutiérrez, Ehsan Ullah, Maria Lindén
Early Detection of Prediabetes and T2DM Using Wearable Sensors and Internet-of-Things-Based Monitoring Applications. Appl. Clin. Inform. 12 (01) (2021)
Mirza Mansoor Baig, Ning Hua, Edmond Zhang, Reece Robinson, Anna Spyker, Delwyn Armstrong, Robyn Whittaker, Tom Robinson, Ehsan Ullah
A machine learning model for predicting risk of hospital readmission within 30 days of discharge: validated with LACE index and patient at risk of hospital readmission (PARR) model. Medical Biol. Eng. Comput. 58 (7) (2020)
Ehsan Ullah, Mona Yosafshahi, Soha Hassoun
Towards scaling elementary flux mode computation. Briefings Bioinform. 21 (6) (2020)
Ehsan Ullah, Asim Dilawer Bakhshi, Muhammad Majid
GDTF: Generalized Detection Theoretic Framework for T-Wave Alternans Analysis. IEEE Access 8 (2020)
Mirza Mansoor Baig, Ning Hua, Edmond Zhang, Reece Robinson, Delwyn Armstrong, Robyn Whittaker, Tom Robinson, Farhaan Mirza, Ehsan Ullah
Machine Learning-based Risk of Hospital Readmissions: Predicting Acute Readmissions within 30 Days of Discharge. EMBC (2019)
Ehsan Ullah, Michaël Aupetit, Arun Das, Abhishek Patil, Nooral Al Muftah, Reda Rawi, Mohamad Saad, Halima Bensmail
KinVis: a visualization tool to detect cryptic relatedness in genetic datasets. Bioinform. 35 (15) (2019)
Mirza Naveed Shahzad, Ehsan Ullah, Abid Hussanan
Beta Exponentiated Modified Weibull Distribution: Properties and Application. Symmetry 11 (6) (2019)
Raghvendra Mall, Ehsan Ullah, Khalid Kunji, Michele Ceccarelli, Halima Bensmail
An unsupervised disease module identification technique in biological networks using novel quality metric based on connectivity, conductance and modularity. F1000Research 7 (2018)
Hossam Al Meer, Raghvendra Mall, Ehsan Ullah, Nasreddine Megrez, Halima Bensmail
ISaaC: Identifying Structural Relations in Biological Data with Copula-Based Kernel Dependency Measures. IWBBIO (1) (2018)
Khalid Kunji, Ehsan Ullah, Alejandro Q. Nato, Ellen M. Wijsman, Mohamad Saad
GIGI-Quick: a fast approach to impute missing genotypes in genome-wide association family data. Bioinform. 34 (9) (2018)
Mirza Mansoor Baig, Farhaan Mirza, Hamid Gholamhosseini, Jairo A. Gutiérrez, Ehsan Ullah
Clinical Decision Support for Early Detection of Prediabetes and Type 2 Diabetes Mellitus Using Wearable Technology. EMBC (2018)
Raghvendra Mall, Ehsan Ullah, Khalid Kunji, Halima Bensmail, Michele Ceccarelli
An adaptive refinement for community detection methods for disease module identification in biological networks using novel metric based on connectivity, conductance & modularity. BIBM (2017)
Ehsan Ullah, Raghvendra Mall, Halima Bensmail, Reda Rawi, Saila Shama, Nooral Al Muftah, Ian Richard Thmpson
Identification of cancer drug sensitivity biomarkers. BIBM (2017)
Muhammad Rizwan Asghar, TzeHowe Lee, Mirza Mansoor Baig, Ehsan Ullah, Giovanni Russello, Gillian Dobbie
A Review of Privacy and Consent Management in Healthcare: A Focus on Emerging Data Sources. eScience (2017)
Muhammad Rizwan Asghar, TzeHowe Lee, Mirza Mansoor Baig, Ehsan Ullah, Giovanni Russello, Gillian Dobbie
A Review of Privacy and Consent Management in Healthcare: A Focus on Emerging Data Sources. CoRR (2017)
Raghvendra Mall, Ehsan Ullah, Khalid Kunji, Fulvio D'Angelo, Halima Bensmail, Michele Ceccarelli
Differential Community Detection in Paired Biological Networks. BCB (2017)
Michaël Aupetit, Ehsan Ullah, Reda Rawi, Halima Bensmail
A design study to identify inconsistencies in kinship information: The case of the 1000 Genomes project. PacificVis (2016)
Ehsan Ullah, Raghvendra Mall, Reda Rawi, Halima Bensmail
Statistical and Network Analysis of Metabolomics Data. BCB (2016)
Ehsan Ullah, Shuchin Aeron, Soha Hassoun
gEFM: An Algorithm for Computing Elementary Flux Modes Using Graph Traversal. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (1) (2016)
Reda Rawi, Raghvendra Mall, Khalid Kunji, Mohammed El Anbari, Michaël Aupetit, Ehsan Ullah, Halima Bensmail
COUSCOus: improved protein contact prediction using an empirical Bayes covariance estimator. BMC Bioinform. 17 (2016)
Gautham Vivek Sridharan, Ehsan Ullah, Soha Hassoun, Kyongbum Lee
Discovery of substrate cycles in large scale metabolic networks using hierarchical modularity. BMC Syst. Biol. 9 (2015)
Ehsan Ullah, Mark Walker, Kyongbum Lee, Soha Hassoun
PreProPath: An Uncertainty-Aware Algorithm for Identifying Predictable Profitable Pathways in Biochemical Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (6) (2015)
Ehsan Ullah
Algebraic Attacks Using IP-Solvers. CASC (2013)
Ehsan Ullah, Calvin Hopkins, Shuchin Aeron, Soha Hassoun
Decomposing Biochemical Networks Into Elementary Flux Modes Using Graph Traversal. BCB (2013)
Mona Yousofshahi, Ehsan Ullah, Russell Stern, Soha Hassoun
: a steady-state model and constraint consistency checker for biochemical networks. BMC Syst. Biol. 7 (2013)
Ehsan Ullah, Kyongbum Lee, Soha Hassoun
An algorithm for identifying dominant-edge metabolic pathways. ICCAD (2009)