Mr. Islam Omar | Image Classification | AI in Astro Bio Award

New Mexico State University | United States

Mr. Islam Omar is an applied machine learning and data science researcher whose work spans geospatial analytics, environmental informatics, medical imaging, and network systems. He has published in venues including IEEE HPEC, Optics and Lasers in Engineering, Medical Principles and Practice, and major geoscience conferences. According to Google Scholar, he has 10 publications, 6 citations, and an h-index of 1. His research demonstrates the effectiveness of ensemble and deep learning models for prostate cancer risk prediction, UAV-based 2D building detection, short-term drought impact forecasting, and smart network traffic prediction. These contributions highlight methodological rigor in preprocessing, model comparison, and performance evaluation, advancing practical decision support across health, climate resilience, and infrastructure analytics with reproducible workflows and transparent validation protocols approaches.

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