MIP-BENCH Overview
Manuscript in preparation · ICML 2027

MIP-BENCH: Instructional Grounding Benchmark for Medical Imaging VLMs

Md Zabirul Islam, et al.
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Structured Lung Nodule Reporting
Submitted to JAMIA · Co-first author

Fully Structured Lung Nodule Reporting with Large Language Models

Md Sayed Tanveer*, Md Zabirul Islam*, Chuang Niu, et al. (*equal contribution)
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Trial-first Single-Context Pipeline
Manuscript in preparation · npj Digital Medicine

Structural Safety of AI for Patient Onboarding in Clinical Trials

Md Zabirul Islam, Darko Pucar, Christopher Whitlow, Chi Liu, Ge Wang
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ALIVE Closed-Loop Education
Manuscript in preparation · Nature Communications

ALIVE (Closed-Loop): Instructor-Governed AI for Education

Md Zabirul Islam, Ge Wang
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ALIVE system overview
Submitted to IEEE Transactions on Learning Technologies

ALIVE: Avatar-Lecture Interactive Video Engine

Md Zabirul Islam, Md Motaleb Hossen Manik, Oge Marques, Hisham Mohamed, Ge Wang
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CourseBlueprint architecture
arXiv Preprint 2026

CourseBlueprint: Adaptive Pedagogical Video Generation Grounded in Course Corpora

Md Zabirul Islam, Md Motaleb Hossen Manik, Ge Wang
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Mentor Architecture
arXiv Preprint 2025

MENTOR: Multimodal Engine for Neural Teaching and Observational Reasoning

Md Zabirul Islam, Md Motaleb Hossen Manik, Ge Wang
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Trialdura Architecture
NeurIPS 2024 Workshop on AI for New Drug Modalities

Trialdura: Hierarchical attention transformer for interpretable clinical trial duration prediction

Ling Yue, Jonathan Li, Sixue Xing, Md Zabirul Islam, Bolun Xia, Tianfan Fu, Jintai Chen
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COVID AI Research
Informatics in Medicine Unlocked · SN Computer Science · BenchCouncil Transactions

COVID-AI: Deep Learning for COVID-19 Diagnosis and Epidemiological Modeling

Md Zabirul Islam, Md Milon Islam, Amanullah Asraf, Mabrook S. Al-Rakhami, Weiping Ding, Ali Hassan Sodhro, Md Motaleb Hossen Manik, Md Ahsan Habib, Tanim Ahmed, Fabliha Haque, Md Rezwanul Haque
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Bangla NLP Project
IEEE ICCIT 2022 • IEEE ICCIT 2023 • IEEE ECCE 2025

BanglaNLP: Sentiment Analysis, Emotion Recognition & Secure Data Architectures

Md Zabirul Islam, Md Motaleb Hossen Manik, Fabliha Haque, MMA Hashem, Md Ahsan Habib, Anite Halim Sagor, Md Mossadek Touhid, Fahim Ahmed Mondal, Tanim Ahmed
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