Publications

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9 publications

2023

ISI Indexed / Impact Factor Journal PapersIF 5.076Biomedical Signal ProcessingMachine Learning & Deep Learning
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain.
Safder, Syeda Noor-Ul-Huda, Muhammad Usman Akram, Muhammad Najam Dar, Aliya Ashraf Khan, Sajid Gul Khawaja, Ahmed Rauf Subhani, Imran Khan Niazi, and Sarah Gul.
Biomedical Signal Processing and Control 83 (2023): 104605.
ISI Indexed / Impact Factor Journal PapersIF 5.076Biomedical Signal Processing
PCG classification through spectrogram using transfer learning.
Ismail, Shahid, Basit Ismail, Imran Siddiqi, and Usman Akram.
Biomedical Signal Processing and Control 79 (2023): 104075.

ISI Indexed / Impact Factor Journal PapersIF 6.69Biomedical Signal ProcessingMachine Learning & Deep Learning
Heart rate estimation in PPG signals using Convolutional-Recurrent Regressor.
Ismail, Shahid, Imran Siddiqi, and Usman Akram.
Computers in Biology and Medicine 145 (2022): 105470.
ISI Indexed / Impact Factor Journal PapersIF 6.69Biomedical Signal ProcessingMachine Learning & Deep LearningData Analytics
EEG-based emotion charting for Parkinson’s disease patients using Convolutional Recurrent Neural Networks and cross dataset learning.
Dar, Muhammad Najam, Muhammad Usman Akram, Rajamanickam Yuvaraj, Sajid Gul Khawaja, and M. Murugappan.
Computers in Biology and Medicine 144 (2022): 105327.
ISI Indexed / Impact Factor Journal PapersIF 3.367Biomedical Signal ProcessingMachine Learning & Deep Learning
Machine Learning and Signal Processing Based Analysis of sEMG Signals for Daily Action Classification.
Sadiq, Ayesha, Sajid Gul Khawaja, Muhammad Usman Akram, Norah Saleh Alghamdi, Aimal Khan, and Arsalan Shaukat.
IEEE Access 10 (2022): 40506-40516.

ISI Indexed / Impact Factor Journal PapersIF 1.4Biomedical Signal Processing
Heart rate tracking in photoplethysmography signals affected by motion artifacts: a review.
Ismail, Shahid, Usman Akram, and Imran Siddiqi.
EURASIP Journal on Advances in Signal Processing 2021, no. 1 (2021): 1-27.

ISI Indexed / Impact Factor Journal PapersIF 3.275Biomedical Signal ProcessingMachine Learning & Deep Learning
CNN and LSTM-Based Emotion Charting Using Physiological Signals
Dar, M.N.; Akram, M.U.; Khawaja, S.G.; Pujari, A.N.
Sensors 2020, 20, 4551.

ISI Indexed / Impact Factor Journal PapersIF 2.674Biomedical Signal ProcessingInternet of Things
Analysis of PCG signals using quality assessment and homomorphic filters for localization and classification of heart sounds.
Akram, Muhammad Usman, Arslan Shaukat, Farhan Hussain, Sajid Gul Khawaja, and Wasi Haider Butt.
Computer Methods and Programs in Biomedicine 164 (2018): 143-157.
ISI Indexed / Impact Factor Journal PapersIF 1.961Biomedical Signal ProcessingInternet of Things
Localization and classification of heart beats in phonocardiography signals—a comprehensive review.
Ismail, Shahid, Imran Siddiqi, and Usman Akram.
EURASIP Journal on Advances in Signal Processing 2018 (2018): 1-27.

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