A Novel Non-Invasive Estimation of Respiration Rate From Motion Corrupted Photoplethysmograph Signal Using Machine Learning Model. - Md Nazmul Islam Shuzan; Moajjem Hossain Chowdhury; Md. Shafayet Hossain; Muhammad Enamul Hoque Chowdhury; Mamun Bin Ibne Reaz; Mohammad Monir Uddin; Amith Khandakar; Zaid Bin Mahbub; Sawal Hamid Md. Ali (IEEE Access, 2021)

A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals. - Sakib Mahmud; Nabil Ibtehaz; Amith Khandakar; Anas M. Tahir; Tawsifur Rahman; Khandaker Reajul Islam; Md. Shafayet Hossain; M. Sohel Rahman; Mohammad Tariqul Islam 001; Muhammad Enamul Hoque Chowdhury (CoRR, 2021)

Motion Artifacts Correction From EEG and fNIRS Signals Using Novel Multiresolution Analysis. - Md. Shafayet Hossain; Mamun Bin Ibne Reaz; Muhammad Enamul Hoque Chowdhury; Sawal Hamid Md. Ali; Ahmad Ashrif A. Bakar; Serkan Kiranyaz; Amith Khandakar; Mohammed Alhatou; Rumana Habib (IEEE Access, 2022)

An investigation to study the effects of Tai Chi on human gait dynamics using classical machine learning. - Md. Ahasan Atick Faisal; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Md. Shafayet Hossain; Mohammed Alhatou; Sakib Mahmud; Iffat Ara; Shah Imran Sheikh; Mosabber Uddin Ahmed (Comput. Biol. Medicine, 2022)

Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs. - Arafat Rahman; Muhammad Enamul Hoque Chowdhury; Amith Khandakar; Anas M. Tahir; Nabil Ibtehaz; Md. Shafayet Hossain; Serkan Kiranyaz; Junaid Malik; Haya Monawwar; Muhammad Abdul Kadir (Comput. Biol. Medicine, 2022)

QCovSML: A reliable COVID-19 detection system using CBC biomarkers by a stacking machine learning model. - Tawsifur Rahman; Amith Khandakar; Farhan Fuad Abir; Md. Ahasan Atick Faisal; Md. Shafayet Hossain; Kanchon Kanti Podder; Tariq O. Abbas; Mohammed Fasihul Alam; Saad Bin Abul Kashem; Mohammad Tariqul Islam 001; Susu M. Zughaier; Muhammad Enamul Hoque Chowdhury (Comput. Biol. Medicine, 2022)

Motion Artifacts Correction from Single-Channel EEG and fNIRS Signals Using Novel Wavelet Packet Decomposition in Combination with Canonical Correlation Analysis. - Md. Shafayet Hossain; Muhammad Enamul Hoque Chowdhury; Mamun Bin Ibne Reaz; Sawal Hamid Md. Ali; Ahmad Ashrif A. Bakar; Serkan Kiranyaz; Amith Khandakar; Mohammed Alhatou; Rumana Habib; Muhammad Maqsud Hossain (Sensors, 2022)

A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals. - Sakib Mahmud; Nabil Ibtehaz; Amith Khandakar; Anas M. Tahir; Tawsifur Rahman; Khandaker Reajul Islam; Md. Shafayet Hossain; M. Sohel Rahman; Farayi Musharavati; Mohamed Arselene Ayari; Mohammad Tariqul Islam 001; Muhammad Enamul Hoque Chowdhury (Sensors, 2022)

Bangla Sign Language (BdSL) Alphabets and Numerals Classification Using a Deep Learning Model. - Kanchon Kanti Podder; Muhammad Enamul Hoque Chowdhury; Anas M. Tahir; Zaid Bin Mahbub; Amith Khandakar; Md. Shafayet Hossain; Muhammad Abdul Kadir (Sensors, 2022)

NABNet: A Nested Attention-guided BiConvLSTM network for a robust prediction of Blood Pressure components from reconstructed Arterial Blood Pressure waveforms using PPG and ECG signals. - Sakib Mahmud; Nabil Ibtehaz; Amith Khandakar; M. Sohel Rahman; Antonio JR. Gonzales; Tawsifur Rahman; Md. Shafayet Hossain; Md Sakib Abrar Hossain; Md. Ahasan Atick Faisal; Farhan Fuad Abir; Farayi Musharavati; Muhammad Enamul Hoque Chowdhury (Biomed. Signal Process. Control., 2023)

MLMRS-Net: Electroencephalography (EEG) motion artifacts removal using a multi-layer multi-resolution spatially pooled 1D signal reconstruction network. - Sakib Mahmud; Md. Shafayet Hossain; Muhammad Enamul Hoque Chowdhury; Mamun Bin Ibne Reaz (Neural Comput. Appl., 2023)

Novel multimodal emotion detection method using Electroencephalogram and Electrocardiogram signals. - Purnata Saha; Ali K. Ansaruddin Kunju; Molla E. Majid; Saad Bin Abul Kashem; Mohammad Nashbat; Azad Ashraf; Mazhar Hasan-Zia; Amith Khandakar; Md. Shafayet Hossain; Abdulrahman Alqahtani; Muhammad E. H. Chowdhury (Biomed. Signal Process. Control., 2024)

Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN. - Sakib Mahmud; Muhammad E. H. Chowdhury; Serkan Kiranyaz; Nasser Al-Emadi; Anas M. Tahir; Md. Shafayet Hossain; Amith Khandakar; Somaya Al-Máadeed (Eng. Appl. Artif. Intell., 2024)

Deep learning-based beat-to-beat arterial blood pressure estimation using distant radar signals. - Chowdhury Farhan Ahmed; Md Kamal Hosain; Md. Shafayet Hossain; Muhammad E. H. Chowdhury; Sakib Mahmud; Muhammad Ashad Kabir; Abdulrahman Alqahtani; Anwarul Hasan (Neural Comput. Appl., 2025)