Mohamed Ghalwash

Associate Professor, Ain Shams University

Joined

December 2016

Names

Mohamed Ghalwash (Preferred)

Mohamed F. Ghalwash

Emails

****@gmail.com (Confirmed)

****@ibm.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Ain Shams University (asu.sci.edu.eg)

2023 – Present

Director of AI and R&D

Proteinea (proteinea.com)

2023 – 2024

Research Scientist

International Business Machines (ibm.com)

2016 – 2023

Assistant Professor

Temple University (temple.edu)

2015 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

health informatics

Present

Publications

Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes
Shruthi Chari, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness
- Mar 2023 (modified: 16 Apr 2023)
- Artif. Intell. Medicine 2023
- Readers: Everyone
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes
Shruthi Chari, Prasant Acharya, Daniel M. Gruen, Olivia Zhang, Elif K. Eyigöz, Mohamed F. Ghalwash, Oshani Seneviratne, Fernando J. Suarez Saiz, Pablo Meyer, Prithwish Chakraborty, Deborah L. McGuinness
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Human-centered explainability for life sciences, healthcare, and medical informatics
Sanjoy Dey, Prithwish Chakraborty, Bum Chul Kwon, Amit Dhurandhar, Mohamed F. Ghalwash, Fernando J. Suarez Saiz, Kenney Ng, Daby Sow, Kush R. Varshney, Pablo Meyer
- 2022 (modified: 16 Apr 2023)
- Patterns 2022
- Readers: Everyone
An Ontology for Fairness Metrics
Jade S. Franklin, Karan Bhanot, Mohamed F. Ghalwash, Kristin P. Bennett, Jamie P. McCusker, Deborah L. McGuinness
- 2022 (modified: 24 Apr 2023)
- AIES 2022
- Readers: Everyone
Simpler Calibration for Survival Analysis
Hiroki Yanagisawa, Toshiya Iwamori, Akira Koseki, Michiharu Kudo, Mohamed Ghalwash, Prithwish Chakraborty
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge
Prithwish Chakraborty, James Codella, Piyush Madan, Ying Li, Hu Huang, Yoonyoung Park, Chao Yan, Ziqi Zhang, Cheng Gao, Steve Nyemba, Xu Min, Sanjib Basak, Mohamed Ghalwash, Zach Shahn, Parthasararathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh et al. (5 additional authors not shown)
- 2021 (modified: 16 Jun 2021)
- CoRR 2021
- Readers: Everyone
Phenotypical ontology driven framework for multi-task learning
Mohamed F. Ghalwash, Zijun Yao, Prithwish Chakraborty, James Codella, Daby Sow
- 2021 (modified: 16 Jun 2021)
- CHIL 2021
- Readers: Everyone
Towards Clinically Relevant Explanations for Type-2 Diabetes Risk Prediction with the Explanation Ontology
Shruthi Chari, Prithwish Chakraborty, Oshani Seneviratne, Mohamed F. Ghalwash, Daniel M. Gruen, Daby Sow, Deborah L. McGuinness
- 2021 (modified: 16 Apr 2023)
- AMIA 2021
- Readers: Everyone
Leveraging Clinical Context for User-Centered Explainability: A Diabetes Use Case
Shruthi Chari, Prithwish Chakraborty, Mohamed F. Ghalwash, Oshani Seneviratne, Elif K. Eyigöz, Daniel M. Gruen, Fernando J. Suarez Saiz, Ching-Hua Chen, Pablo Meyer Rojas, Deborah L. McGuinness
- 2021 (modified: 16 Apr 2023)
- CoRR 2021
- Readers: Everyone
A Comparative Time-to-Event Analysis Across Health Systems
Mohamed F. Ghalwash, Prithwish Chakraborty, Akira Koseki, Hiroki Yanagisawa, Toshiya Iwamori, Ray Tokumasu, Masaki Makino, Ryosuke Yanagiya, Atsushi Suzuki, Michiharu Kudo, Daby Sow
- 2021 (modified: 16 Apr 2023)
- AMIA 2021
- Readers: Everyone

View all 41 publications

Co-Authors

View all 109 co-authors