Sumya Akter

According to our database, Sumya Akter authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

Enhancing brain tumor classification with a novel attention based explainable deep learning framework.

Md Jahid Hasan, Mahmudul Hasan, Sumya Akter, Abu Bakar Siddique Mahi, Md. Palash Uddin

Biomed. Signal Process. Control., 2026

2025

Early detection of subjective cognitive decline from self-reported symptoms: An interpretable attention-cost fusion approach.

Simon Bin Akter, Sumya Akter, Rakibul Hasan, Md. Mahadi Hasan, A. M. Tayeful Islam, Tanmoy Sarkar Pias, Jorge Eduardo Fresneda Fernandez, Md. Golam Rabiul Alam, David Eisenberg

J. Biomed. Informatics, 2025

Optimizing stability of heart disease prediction across imbalanced learning with interpretable Grow Network.

Simon Bin Akter, Sumya Akter, Rakibul Hasan, Md. Mahadi Hasan, David Eisenberg, Riasat Azim, Jorge Eduardo Fresneda Fernandez, Tanmoy Sarkar Pias

Comput. Methods Programs Biomed., 2025

Fair and explainable Myocardial Infarction (MI) prediction: Novel strategies for feature selection and class imbalance correction.

Simon Bin Akter, Sumya Akter, Moon Das Tuli, David Eisenberg, Aaron Lotvola, Humayera Islam, Jorge Eduardo Fresneda Fernandez, Maik Hüttemann, Tanmoy Sarkar Pias

Comput. Biol. Medicine, 2025

2023

Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest.

Rumman Ahmed Prodhan, Sumya Akter, Tanmoy Sarkar Pias, Md. Akhtaruzzaman Adnan

CoRR, 2023

2022

M1M2: Deep-Learning-Based Real-Time Emotion Recognition from Neural Activity.

Sumya Akter, Rumman Ahmed Prodhan, Tanmoy Sarkar Pias, David Eisenberg, Jorge Eduardo Fresneda Fernandez

Sensors, 2022

Emotion Recognition from Brain Wave Using Multitask Machine Learning Leveraging Residual Connections.

Rumman Ahmed Prodhan, Sumya Akter, Muhammad Bin Mujib, Md. Akhtaruzzaman Adnan, Tanmoy Sarkar Pias

Proceedings of the Machine Intelligence and Emerging Technologies, 2022