Data-Driven Phenotyping of Presymptomatic Type 1 Diabetes Using Longitudinal Autoantibody Profiles
- Mohamed Ghalwash
- Vibha Anand
- et al.
- 2024
- Diabetes Care
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Islet autoantibody screening in at-risk adolescents to predict type 1 diabetes until young adulthood: a prospective cohort study
- Mohamed Ghalwash
- Vibha Anand
- et al.
- 2023
- The Lancet Child and Adolescent Health
Refining the Definition of Stage 1 Type 1 Diabetes: An Ontology-Driven Analysis of the Heterogeneity of Multiple Islet Autoimmunity
- Brigitte I. Frohnert
- Mohamed Ghalwash
- et al.
- 2023
- Diabetes Care
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes
- Shruthi Chari
- Prasant Acharya
- et al.
- 2023
- Artificial Intelligence in Medicine
Two-age islet-autoantibody screening for childhood type 1 diabetes: a prospective cohort study
- Mohamed Ghalwash
- Jessica L Dunne
- et al.
- 2022
- The Lancet Diabetes & Endocrinology
An Ontology for Fairness Metrics
- Jade S. Franklin
- Karan Bhanot
- et al.
- 2022
- AIES 2022
Human-centered explainability for life sciences, healthcare, and medical informatics
- Sanjoy Dey
- Prithwish Chakraborty
- et al.
- 2022
- Patterns
Improving the Computational Complexity of the COOL Screening Tool
- Mohamed Ghalwash
- 2021
- IJACSA
G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime
- Rui Li
- Stephanie Hu
- et al.
- 2021
- ML4H 2021
Phenotypical ontology driven framework for multi-task learning
- Mohamed Ghalwash
- Zijun Yao
- et al.
- 2021
- CHIL 2021