Rare Disease Diagnosis (ZebraMap / RDD)
PhD research at KAU: a multimodal rare-disease knowledge map with automated data aggregation and an LLM-enriched information-extraction pipeline for clinical decision support. Published in Diagnostics (MDPI).
Md. Sanzidul Islam
PhD in Data Science, King Abdulaziz University
I build machine-learning and NLP systems — from Bangla language & vision datasets to LLM-driven clinical decision support — and lead applied AI engineering work. PhD in Data Science from King Abdulaziz University.
Selected publications
All publications-
ZebraMap: A Multimodal Rare Disease Knowledge Map with Automated Data Aggregation & LLM-Enriched Information Extraction Pipeline
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A deep learning based assistive system to classify COVID-19 face mask for human safety with YOLOv3
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Ishara-Lipi: The first complete multipurpose open access dataset of isolated characters for Bangla Sign Language
Featured works
All worksBangla Sentiment Analysis
An experimental notebook and talk material on sentiment classification for Bangla text.
How to do Research — a guide for students
A practical, Bangla-language guide to getting started in research — later expanded as a blog series for undergraduate and graduate students.
Bangla Sign Language Datasets (Ishara-Lipi / Ishara-Bochon)
First complete open-access datasets of isolated characters and digits for Bangla Sign Language, with CNN and capsule-network recognition models. Foundational, widely-cited work.