Md. Mehedi Hasan Shawon

21 papers C 2Misc 1Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attentive Dilated Convolution for Automatic Sleep Staging Using Force-Directed Layout. IEEE Access Md Jobayer, Md. Mehedi Hasan Shawon, Tasfin Mahmud, Md. Borhan Uddin Antor, Arshad M. Chowdhury
2026	J	`jnl`	Less Is More? Selective Visual Attention to High-Importance Regions for Multimodal Radiology Summarization. CoRR Mst. Fahmida Sultana Naznin, Adnan Ibney Faruq, Mushfiqur Rahman, Niloy Kumar Mondal, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan
2026	J	`jnl`	Progressive semi-supervised learning for multimodal pneumonia diagnosis. Biomed. Signal Process. Control. Md Jobayer, Md. Mehedi Hasan Shawon, Mirza Rasheduzzaman, Mohammad Walidur Rahman, Abul Barkat Mollah Sayeed Ud Doulah
2025	—	`conf`	Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? IJCNLP-AACL (Short Papers) Tawsif Tashwar Dipto, Azmol Hossain, Rubayet Sabbir Faruque, Md. Rezuwan Hassan, Kanij Fatema, Tanmoy Shome, Ruwad Naswan, Md Foriduzzaman Zihad, Mohaymen Ul Anam, Nazia Tasnim, Hasan Mahmud, Md Kamrul Hasan, Md. Mehedi Hasan Shawon, Farig Sadeque, Tahsin Reasat
2025	—	`conf`	CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization. ACL (Findings) Mst. Fahmida Sultana Naznin, Adnan Ibney Faruq, Mostafa Rifat Tazwar, Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan
2025	J	`jnl`	CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization. CoRR Mst. Fahmida Sultana Naznin, Adnan Ibney Faruq, Mostafa Rifat Tazwar, Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan
2025	J	`jnl`	FoundationalECGNet: A Lightweight Foundational Model for ECG-based Multitask Cardiac Analysis. CoRR Md. Sajeebul Islam Sk., Md Jobayer, Md. Mehedi Hasan Shawon, Md. Golam Raibul Alam
2025	J	`jnl`	Interpretable Heart Disease Prediction via a Weighted Ensemble Model: A Large-Scale Study with SHAP and Surrogate Decision Trees. CoRR Md Abrar Hasnat, Md Jobayer, Md. Mehedi Hasan Shawon, Md. Golam Rabiul Alam
2025	J	`jnl`	RegSpeech12: A Regional Corpus of Bengali Spontaneous Speech Across Dialects. CoRR Md. Rezuwan Hassan, Azmol Hossain, Kanij Fatema, Rubayet Sabbir Faruque, Tanmoy Shome, Ruwad Naswan, Trina Chakraborty, Md Foriduzzaman Zihad, Tawsif Tashwar Dipto, Nazia Tasnim, Md. Nazmuddoha Ansary, Md. Mehedi Hasan Shawon, Ahmed Imtiaz Humayun, Md. Golam Rabiul Alam, Farig Sadeque, Asif Shahriyar Sushmit
2025	J	`jnl`	SS-DPPN: A self-supervised dual-path foundation model for the generalizable cardiac audio representation. CoRR Ummy Maria Muna, Md. Mehedi Hasan Shawon, Md Jobayer, Sumaiya Akter, Md. Rakibul Hasan, Md. Golam Rabiul Alam
2025	J	`jnl`	SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification. IEEE Access Ummay Maria Muna, Md. Mehedi Hasan Shawon, Md Jobayer, Sumaiya Akter, Saifur Rahman Sabuj
2025	J	`jnl`	SSTAF: Spatial-Spectral-Temporal Attention Fusion Transformer for Motor Imagery Classification. CoRR Ummay Maria Muna, Md. Mehedi Hasan Shawon, Md Jobayer, Sumaiya Akter, Saifur Rahman Sabuj
2025	—	`conf`	infraCrackNet: Automated Crack Detection in Infrastructure Using U-Net with Dataset Preparation, Manual Labeling, and Segmentation Performance. ICEIT Imon Mahbub, Sk. Faiyaz Sabik, Syed Tamim Rezwan, Ashraful Islam Mahi, Md. Mehedi Hasan Shawon
2024	J	`jnl`	A Systematic Review and Meta-Analysis on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence. CoRR Tayab Uddin Wara, Ababil Hossain Fahad, Adri Shankar Das, Md. Mehedi Hasan Shawon
2024	J	`jnl`	AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout. CoRR Md Jobayer, Md. Mehedi Hasan Shawon, Tasfin Mahmud, Md. Borhan Uddin Antor, Arshad M. Chowdhury
2024	J	`jnl`	FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time. CoRR Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md. Zakir Hossain
2023	Misc	`conf`	BanglaBait: Semi-Supervised Adversarial Approach for Clickbait Detection on Bangla Clickbait Dataset. RANLP Md. Motahar Mahtab, Monirul Haque, Md. Mehedi Hasan Shawon, Farig Sadeque
2023	J	`jnl`	BanglaBait: Semi-Supervised Adversarial Approach for Clickbait Detection on Bangla Clickbait Dataset. CoRR Md. Motahar Mahtab, Monirul Haque, Md. Mehedi Hasan Shawon, Farig Sadeque
2023	C	`conf`	Prosthetic Exo-Leg: A Functional Robotic Leg Suit to Assist Patients with Transfemoral Amputation. TENCON Fahmida Yasmin Nipa, Fahin Uddin Enam, Md. Tahsin Ahmed Abir, Musa Ahammed Mahin, A. H. M. A. Rahim, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan
2023	J	`jnl`	bbOCR: An Open-source Multi-domain OCR Pipeline for Bengali Documents. CoRR Imam Mohammad Zulkarnain, Shayekh Bin Islam, Md. Zami Al Zunaed Farabe, Md. Mehedi Hasan Shawon, Jawaril Munshad Abedin, Beig Rajibul Hasan, Marsia Haque Meghla, Md. Istiak Hossain Shihab, Syed Mobassir Hossen, Md. Nazmuddoha Ansary, Asif Shahriyar Sushmit, Farig Sadeque
2020	C	`conf`	Forecasting PV Panel Output Using Prophet Time Series Machine Learning Model. TENCON Md. Mehedi Hasan Shawon, Sumaiya Akter, Md. Kamrul Islam, Sabbir Ahmed, Md. Mosaddequr Rahman