Md Azam Hossain — Papers on Cortexa

arxivcs.CV2026-07-23

UnDA: Unpaired Domain Alignment for Cross-Modal Knowledge Transfer in Medical Imaging

Rafsan Jany, Shadab Tanjeed Ahmad, Ahsan Bulbul, Tahsinul Islam, Md Azam Hossain, Abu Raihan Mostofa Kamal

Multimodal based approaches often outperform single modality approaches in downstream tasks as the different modalities provide complementary information, yet acquiring paired clinical data remains a significant challenge in real world scenarios. While cross-modal knowledge disti…

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crossrefSensors2023-08-27Cited by 71

An Explainable EEG-Based Human Activity Recognition Model Using Machine-Learning Approach and LIME

Iqram Hussain, Rafsan Jany, Richard Boyer, AKM Azad, Salem A. Alyami, Se Jin Park, et al.

Electroencephalography (EEG) is a non-invasive method employed to discern human behaviors by monitoring the neurological responses during cognitive and motor tasks. Machine learning (ML) represents a promising tool for the recognition of human activities (HAR), and eXplainable ar…

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