Publications

Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Halima Khatun, Ashraful Islam, AKM Mahbubur Rahman, Saadia Binte Alam, M Ashraful Amin

PelviNeXt: A Modality-Agnostic Hybrid Network for Pelvic Imaging in Women's Health

arXiv (Cornell University), 2026

Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Halima Khatun, Manosh Sur Chowdhury, Riyadul Islam, Samiul Karim Mazumder, Naomi Yagi, Syoji Kobashi, Saadia Binte Alam

Beyond the pelvic ring: benchmarking multi-bone segmentation for ROI-Guided fracture detection

Scientific Reports 16(1), pp. 24508, 2026

Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi, Riyadul Islam, Syoji Kobashi, Ashraful Islam, Saadia Binte Alam

SecondOpinion: Anatomy-Aware Gated Reasoning for Efficient Medical Image Analysis

arXiv (Cornell University), 2026

Md Shaheenur Islam Sumon, Muhammad EH Chowdhury, Saadia Binte Alam, Rashedur Rahman, Hadil Aldhubiea, Serkan Kiranyaz, Shahjada Selim, Raihan Anwar, Rashad Alfkey, Samir Fazal Manam, Md Mezbah Ahmed Mahedi, Tahmid Zaman Raad

Accurate Diabetic Foot Ulcer Segmentation: A Human-Machine Collaborative Approach with EfficientNet and Self-ONN FPN

Cognitive Computation 18(1), pp. 90, 2026

Dipto Das, Achhiya Sultana, Ankit Singh Chauhan, Saadia Binte Alam, Mohammad Shidujaman, Shion Guha, Sunandan Chakraborty, Syed Ishtiaque Ahmed

Mod-Guide: An LLM-based Content Moderation Feedback System to Address Insensitive Speech toward Indigenous Ethnic and Religious Minority Communities

arXiv preprint arXiv:2606.13397, pp. 395-408, 2026

Abu Tyeb Azad, Fahim Ahmed, Ishita Sur Apan, Ezharuddin Jubaer, Sumaiya Karim Katha, Armun Alam, Amin Ahsan Ali, Aman Chadha, Md Mofijul Islam, AKM Mahbubur Rahman

Khondo: A Multimodal Benchmark for Document Packet Splitting of Bangla Forms

arXiv (Cornell University), 2026

Siam Tahsin Bhuiyan, Rashedur Rahman, Ashraful Islam

Benchmarking CNN Architectures Using Transfer Learning for Lipomatous Tumor Classification: A Comprehensive Study

Advances and Trends in Artificial Intelligence. Theory and Applications: 39th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2026, Kuala Lumpur, Malaysia, July 6-8, 2026, Proceedings, Part II, pp. 171, 2026

In: Advances and Trends in Artificial Intelligence. Theory and Applications

Istiaq Ahmed, Faiza Omar Arpita, Md Asif Bin Khaled, Ashraful Islam, M Ashraful Amin

Can Small LLMs Replace Fine-Tuned BERT for Bangla Natural Language Inference?

2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS), pp. 853-859, 2026

In: 2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS)

Mustaqueem Alam, J. M. Sadik-Ul Islam Smaron, Rashedur Rahman, Md Asif Bin Khaled, Ashraful Islam, M. Ashraful Amin

Evaluating the Impact of Image Preprocessing on Deep Learning-Based Fetal Ultrasound Classification Under Class Imbalance

2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS), pp. 128-135, 2026

In: 2026 Third International Conference on Innovations in Cybersecurity and Data Science (ICICDS)

Aldrin Kabya Biswas, Md Fahim, Md Tahmid Hasan Fuad, Akm Moshiur Rahman Mazumder, Amin Ahsan Ali, AKM Mahbubur Rahman

Training-free layer selection for partial fine-tuning of language models

Information Sciences 740, pp. 123204, 2026

Siam Tahsin Bhuiyan, Zayan Zaman, Rashedur Rahman, Manosh Sur Choudhury, Sefatul Wasi, Ashraful Islam, Saadia Binte Alam, Syoji Kobashi

CheXNet-CBAM: Enhancing Large-scale Medical Pre-training with Attention for Lung Disease Diagnosis

2026 IEEE 56th International Symposium on Multiple-Valued Logic (ISMVL), pp. 105-110, 2026

In: 2026 IEEE 56th International Symposium on Multiple-Valued Logic (ISMVL)

Farzana Islam, Ashraful Islam, M Ashraful Amin, Moinul Zaber

A proposed participatory framework for explainable AI in mHealth: Mixed methods study integrating user and stakeholder requirements

Journal of Medical Internet Research 28, pp. e87158, 2026

Aldrin Kabya Biswas, Md Fahim, Md Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

PRiSM: Partial Ranking via Inter-layer Semantic Measurement for Efficient Fine-tuning of Language Models

Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026) 11(16), pp. 10313-10323, 2026

In: Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026)

Md Shakil Ahmed, Shohan Islam Joy, Nabarun Halder, Ashraful Islam, Sanzar Adnan Alam

Decentralizing Reputation Scoring Using Blockchain Behavioral Data and Machine Learning

2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET), pp. 1-6, 2026

In: 2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)

Ayesha Siddika, Ahnaf Atif Rafi, Maria Jahan Noon, Md Junayed Hossain, Ashraful Islam, Sanzar Adnan Alam

The Hidden Complexity of Mental Health: Multi-Entropy Analysis of Response Patterns in Depression Severity Assessment

2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET), pp. 1-6, 2026

In: 2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)

Atif Iqbal, Mohammed Raiyan Nur Hridoy, Ilma Hossain Mim, Riyadul Islam, Siam Tahsin Bhuiyan, Sefatul Wasi, Farhana Sarkar, Saadia Binte Alam

A Morphology-Aware Preprocessing Pipeline for Improved Glioblastoma Segmentation in Brain MRI Using Hybrid Segformer

2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), pp. 1-6, 2026

In: 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)

Afzal Hossain Alif, Mojtoba Zaman Mantaka, Aiman Saad Hamid, Saadia Binte Alam

Efficient Multi-Class Thoracic Disease Detection on VinDr-CXR Using YOLOv12 with Class-Balanced Training and Anatomical TTA

2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), pp. 1-6, 2026

In: 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)

Md Yousuf, Abbas Yasin, Muaaz Mohammad, Fatin Israq, Siam Tahsin Bhuiyan, Rashedur Rahman, Saadia Binte Alam, Ashraful Islam

Deep Learning Framework for Automated Pulmonary Nodule Identification and Anatomical Segmentation in Thoracic CT Scans

2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), pp. 1-6, 2026

In: 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)

Istiaq Ahmed, Faiza Omar Arpita, Ashraful Islam, Rashedur Rahman, M Ashraful Amin

Comparative Analysis of Digital Food Ecosystems in Bangladesh: Commercial Platforms versus F-Commerce

Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, pp. 1-8, 2026

In: Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems

Amin Masud Ali, Muntasir Wahed, Amin Ahsan Ali, Moinul Zaber

Capturing the spatiotemporal inequality in electricity consumption at the subnational level of Bangladesh using nighttime lights

Journal of the Asia Pacific Economy 31(2), pp. 397-426, 2026