Md. Rayhan Ahmed

According to our database, Md. Rayhan Ahmed authored at least 15 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Hybrid U-Net architecture with REASPP and DenseNet for robust medical image segmentation.

Apu Bhowmick, Md. Rayhan Ahmed, Md. Ashif Mahmud Joy, Mahmud Hasan

Neural Comput. Appl., March, 2026

Remote Sensing Image Classification Using Deep Ensemble Learning.

Niful Islam, Md. Rayhan Ahmed, Nur Mohammad Fahad, Salekul Islam, A. K. M. Muzahidul Islam, Saddam Hossain Mukta, Swakkhar Shatabda

CoRR, March, 2026

An audio-video based multi-modal fusion approach for emotion recognition.

S. M. Jishanul Islam, Sahid Hossain Mustakim, Musfirat Hossain, Mysun Mashira, Nur Islam Shourav, Md. Rayhan Ahmed, Salekul Islam, A. K. M. Muzahidul Islam, Swakkhar Shatabda

Knowl. Based Syst., 2026

FLoMo-Net: A Novel Task-Adaptive Mixture of Experts Routing Framework with Frequency and Uncertainty Correction for Medical Image Segmentation.

Md. Rayhan Ahmed, Patricia Lasserre

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

A context-aware multi-stream attentive convolutional neural network for surface defect segmentation.

Md. Rayhan Ahmed, Patricia Lasserre

Inf. Sci., 2025

FusionSegNet: A Hierarchical Multi-Axis Attention and gated feature fusion network for breast lesion segmentation with uncertainty modeling in ultrasound imaging.

Md. Rayhan Ahmed, Patricia Lasserre

Inf. Fusion, 2025

Polyp segmentation in colonoscopy images using DeepLabV3++.

Al Mohimanul Islam, Sadia Shakiba Bhuiyan, Mysun Mashira, Md. Rayhan Ahmed, Salekul Islam, Swakkhar Shatabda

Comput. Biol. Medicine, 2025

Integrating lightweight convolutional neural network with entropy-informed channel attention and adaptive spatial attention for OCT-based retinal disease classification.

Md. Rayhan Ahmed, Mohamed S. Shehata, Patricia Lasserre

Comput. Biol. Medicine, 2025

2024

Enhanced Speech Emotion Recognition with Efficient Channel Attention Guided Deep CNN-BiLSTM Framework.

Niloy Kumar Kundu, Sarah Kobir, Md. Rayhan Ahmed, Tahmina Aktar, Niloya Roy

CoRR, 2024

2023

DoubleU-NetPlus: a novel attention and context-guided dual U-Net with multi-scale residual feature fusion network for semantic segmentation of medical images.

Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda, A. K. M. Muzahidul Islam, Salekul Islam

Neural Comput. Appl., July, 2023

An ensemble 1D-CNN-LSTM-GRU model with data augmentation for speech emotion recognition.

Md. Rayhan Ahmed, Salekul Islam, A. K. M. Muzahidul Islam, Swakkhar Shatabda

Expert Syst. Appl., May, 2023

DOLG-NeXt: Convolutional neural network with deep orthogonal fusion of local and global features for biomedical image segmentation.

Md. Rayhan Ahmed, Md. Asif Iqbal Fahim, A. K. M. Muzahidul Islam, Salekul Islam, Swakkhar Shatabda

Neurocomputing, 2023

2022

Classification of Human Monkeypox Disease Using Deep Learning Models and Attention Mechanisms.

Md. Enamul Haque, Md. Rayhan Ahmed, Razia Sultana Nila, Salekul Islam

CoRR, 2022

MCFFA-Net: Multi-Contextual Feature Fusion and Attention Guided Network for Apple Foliar Disease Classification.

Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Tanveer Ahmed

CoRR, 2022

Blockchain-Based Identity Management System and Self-Sovereign Identity Ecosystem: A Comprehensive Survey.

Md. Rayhan Ahmed, A. K. M. Muzahidul Islam, Swakkhar Shatabda, Salekul Islam

IEEE Access, 2022