| M1M2: deep-learning-based real-time emotion recognition from neural activity S Akter, RA Prodhan, TS Pias, D Eisenberg, J Fresneda Fernandez Sensors 22 (21), 8467, 2022 | 21 | 2022 |
| Evaluating the effectiveness of classification algorithms for EEG sentiment analysis S Akter, RA Prodhan, MB Mujib, MA Adnan, TS Pias Sentiment Analysis and Deep Learning: Proceedings of ICSADL 2022, 195-212, 2023 | 6 | 2023 |
| Emotion recognition from brain wave using multitask machine learning leveraging residual connections RA Prodhan, S Akter, MB Mujib, MA Adnan, TS Pias International Conference on Machine Intelligence and Emerging Technologies …, 2022 | 6 | 2022 |
| Stroke probability prediction from medical survey data: AI-driven analysis with insightful feature importance using explainable AI (XAI) SB Akter, S Akter, TS Pias 2023 26th International Conference on Computer and Information Technology …, 2023 | 4* | 2023 |
| Fair and explainable Myocardial Infarction (MI) prediction: Novel strategies for feature selection and class imbalance correction SB Akter, S Akter, MD Tuli, D Eisenberg, A Lotvola, H Islam, JF Fernandez, ... Computers in Biology and Medicine 184, 109413, 2025 | 2 | 2025 |
| Identification of Myocardial Infarction (MI) Probability from Imbalanced Medical Survey Data: An Artificial Neural Network (ANN) with Explainable AI (XAI) Insights SB Akter, S Akter, TS Pias, D Eisenberg, JF Fernandez medRxiv, 2024.02. 28.24303497, 2024 | 2 | 2024 |
| Optimal EEG Electrode Set for Emotion Recognition From Brain Signals: An Empirical Quest RA Prodhan, S Akter, MA Adnan, TS Pias Human Activity and Behavior Analysis, 67-88, 2024 | 1 | 2024 |
| Improving Heart Disease Probability Prediction Sensitivity with a Grow Network Model SB Akter, R Hasan, S Akter, MM Hasan, T Sarkar medRxiv, 2024.02. 28.24303495, 2024 | 1 | 2024 |
| Early detection of subjective cognitive decline from self-reported symptoms: An interpretable attention-cost fusion approach SB Akter, S Akter, R Hasan, MM Hasan, AMT Islam, TS Pias, ... Journal of Biomedical Informatics 162, 104770, 2025 | | 2025 |
| Beyond Accuracy: A Cost-Aware Approach to Skin Lesion Detection Across Skin Tone Imbalances MM Hasan, MT Suchi, MH Habib, S Akter, ZT Rothy, AMT Islam, TS Pias, ... medRxiv, 2024.12. 11.24318858, 2024 | | 2024 |
Tanmoy Sarkar PiasDoctoral Candidate, Virginia TechEmail verificata su vt.edu