A Systematic Review and Meta-Analysis on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence

no code implementations • 17 May 2024 • Tayab Uddin Wara, Ababil Hossain Fahad, Adri Shankar Das, Md. Mehedi Hasan Shawon

This study aims to provide a comprehensive, systematic review and meta-analysis of the recent literature to analyze the different approaches and their outcomes in sleep studies, which includes works on sleep stages classification and sleep disorder detection using AI.

Sleep Staging Specificity

FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time

no code implementations • 10 May 2024 • Md Jobayer, Md. Mehedi Hasan Shawon, Md Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md Zakir Hossain

Conclusion: The proposed model offers a deep learning framework for real-time accurate heart murmur detection within limited resources.

bbOCR: An Open-source Multi-domain OCR Pipeline for Bengali Documents

1 code implementation • 21 Aug 2023 • Imam Mohammad Zulkarnain, Shayekh Bin Islam, Md. Zami Al Zunaed Farabe, Md. Mehedi Hasan Shawon, Jawaril Munshad Abedin, Beig Rajibul Hasan, Marsia Haque, Istiak Shihab, Syed Mobassir, MD. Nazmuddoha Ansary, Asif Sushmit, Farig Sadeque

We present extensive component-level and system-level evaluation: both use a novel diversified evaluation dataset and comprehensive evaluation metrics.

Optical Character Recognition Optical Character Recognition (OCR)