Professional Service
My professional service includes conference leadership, scholarly peer review, and service to the research community in artificial intelligence, data science, and medical imaging.
Conference and Scholarly Service
2026 — Session Chair, SEET 2026
Invited and accepted to serve as a Session Chair for the 2026 International Conference on Software Engineering of Emerging Technologies (SEET 2026), August 11–12, 2026, Erie, Pennsylvania.
2025 — Technical Committee Member, SEET 2025
Served as a Technical Committee Member for the International Conference on Software Engineering of Emerging Technologies (SEET 2025).
2024 — Program Committee Chair, MICCAI AortaSeg24 Grand Challenge
Served as Program Committee Chair for the MICCAI 2024 AortaSeg24 Grand Challenge, focused on multi-class segmentation of aortic branches and anatomical zones in computed tomography angiography.
2024 — Steering Committee Member, MICCAI AortaSeg24 Grand Challenge
Served as a Steering Committee Member and co-organizer of the MICCAI 2024 AortaSeg24 Grand Challenge.
2021 — Publication Chair, IEEE ICECUBE 2021
Served as Publication Chair for the IEEE International Conference on Computing, Electronic and Electrical Engineering (ICECUBE 2021).
2018 — Associate Publication Chair, IEEE ICECUBE 2018
Served as Associate Publication Chair for the IEEE International Conference on Computing, Electronic and Electrical Engineering (ICECUBE 2018).
Invited Talks & Presentations
2026 — Invited Talk, American Mathematical Society Spring Southeastern Sectional Meeting
Presented “Beyond the Baseline: A Comparative Analysis of Vision-Language Models and ResNet50 for Few-Shot and Full-Data Cancer Classification” at the 2026 American Mathematical Society Spring Southeastern Sectional Meeting, Georgia Southern University–Armstrong Campus, Savannah, Georgia, March 28–29, 2026.
Authors: Muhammad Imran, Alex Rojas, Alayna Zafar, and Sagar Patil
AMS Reference ID: 60693
Peer Review
I have contributed to scholarly peer review in artificial intelligence, engineering, medical imaging, and related areas. Selected venues include:
- IEEE Access
- IET Image Processing
- Engineering Applications of Artificial Intelligence
- Biomedical and Health Informatics
- MICCAI
Professional Memberships
- National Center for Faculty Development and Diversity, Member, 2024–Present
- National Postdoctoral Association, Member, 2023–Present
- IEEE, Member, 2015–Present
- Pakistan Engineering Council, Member, 2007–Present