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Singh, Sumit and Anisi, Mohammad Hossein and Jindal, Anish and Jarchi, Delaram (2024) Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network. IEEE Journal of Biomedical and Health Informatics, 28 (6). pp. 3379-3388. DOI https://doi.org/10.1109/jbhi.2024.3384453

Boukhennoufa, Issam and Jarchi, Delaram and Zhai, Xiaojun and Utti, Victor and Sanei, Saeid and Lee, Tracey KM and Jackson, Jo and McDonald-Maier, Klaus D (2023) A novel model to generate heterogeneous and realistic time-series data for post-stroke rehabilitation assessment. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31. pp. 2676-2687. DOI https://doi.org/10.1109/tnsre.2023.3283045

Andreu-Perez, Javier and Perez-Espinosa, Humberto and Timonet, Eva and Kiani, Mehrin and Giron-Perez, Manuel Ivan and Benitez-Trinidad, Alma B and Jarchi, Delaram and Rosales, Alejandro and Gkatzoulis, Nick and Reyes-Galaviz, Orion F and Torres, Alejandro and Alberto Reyes-Garcia, Carlos and Ali, Zulfiqar and Rivas, Francisco (2022) A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. IEEE Transactions on Services Computing, 15 (3). pp. 1220-1232. DOI https://doi.org/10.1109/tsc.2021.3061402

Jalali-najafabadi, Farideh and Gadepalli, Chaitanya and Jarchi, Delaram and Cheetham, Barry MG (2021) Acoustic analysis and digital signal processing for the assessment of voice quality. Biomedical Signal Processing and Control, 70. p. 103018. DOI https://doi.org/10.1016/j.bspc.2021.103018

Procházka, Aleš and Charvátová, Hana and Vyšata, Oldřich and Jarchi, Delaram and Sanei, Saeid (2021) Discrimination of cycling patterns using accelerometric data and deep learning techniques. Neural Computing and Applications, 33 (13). pp. 7603-7613. DOI https://doi.org/10.1007/s00521-020-05504-3

Jarchi, Delaram and Kaler, Jasmeet and Sanei, Saeid (2021) Lameness Detection in Cows Using Hierarchical Deep Learning and Synchrosqueezed Wavelet Transform. IEEE Sensors Journal, 21 (7). pp. 9349-9358. DOI https://doi.org/10.1109/jsen.2021.3054718

Jarchi, Delaram and Andreu-Perez, Javier and Kiani, Mehrin and Vysata, Oldrich and Kuchynka, Jiri and Prochazka, Ales and Sanei, Saeid (2020) Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. Sensors, 20 (9). p. 2594. DOI https://doi.org/10.3390/s20092594

Jarchi, Delaram and Charlton, Peter and Pimentel, Marco and Casson, Alex and Tarassenko, Lionel and Clifton, David A (2019) Estimation of respiratory rate from motion contaminated photoplethysmography signals incorporating accelerometry. Healthcare Technology Letters, 6 (1). pp. 19-26. DOI https://doi.org/10.1049/htl.2018.5019

Jarchi, Delaram and Salvi, Dario and Tarassenko, Lionel and Clifton, David (2018) Validation of Instantaneous Respiratory Rate Using Reflectance PPG from Different Body Positions. Sensors, 18 (11). p. 3705. DOI https://doi.org/10.3390/s18113705

Jarchi, Delaram and Pope, James and Lee, Tracey KM and Tamjidi, Larisa and Mirzaei, Amirhosein and Sanei, Saeid (2018) A Review on Accelerometry-Based Gait Analysis and Emerging Clinical Applications. IEEE Reviews in Biomedical Engineering, 11. pp. 177-194. DOI https://doi.org/10.1109/rbme.2018.2807182

Jarchi, Delaram and Rodgers, Sarah J and Tarassenko, Lionel and Clifton, David A (2018) Accelerometry-Based Estimation of Respiratory Rate for Post-Intensive Care Patient Monitoring. IEEE Sensors Journal, 18 (12). pp. 4981-4989. DOI https://doi.org/10.1109/jsen.2018.2828599

Lee, R and Jarchi, D and Perera, R and Jones, A and Cassimjee, I and Handa, A and Clifton, DA and Bellamkonda, K and Woodgate, F and Killough, N and Maistry, N and Chandrashekar, A and Darby, CR and Halliday, A and Hands, LJ and Lintott, P and Magee, TR and Northeast, A and Perkins, J and Sideso, E (2018) Applied Machine Learning for the Prediction of Growth of Abdominal Aortic Aneurysm in Humans. EJVES Short Reports, 39. pp. 24-28. DOI https://doi.org/10.1016/j.ejvssr.2018.03.004

Jarchi, Delaram and Casson, Alexander J (2017) Towards Photoplethysmography-Based Estimation of Instantaneous Heart Rate During Physical Activity. IEEE Transactions on Biomedical Engineering, 64 (9). pp. 2042-2053. DOI https://doi.org/10.1109/tbme.2017.2668763

Monajemi, Sadaf and Jarchi, Delaram and Ong, Sim-Heng and Sanei, Saeid (2017) Cooperative Particle Filtering for Tracking ERP Subcomponents from Multichannel EEG. Entropy, 19 (5). p. 199. DOI https://doi.org/10.3390/e19050199

Jarchi, Delaram and Casson, Alexander (2016) Description of a Database Containing Wrist PPG Signals Recorded during Physical Exercise with Both Accelerometer and Gyroscope Measures of Motion. Data, 2 (1). p. 1. DOI https://doi.org/10.3390/data2010001

Casson, Alexander J and Vazquez Galvez, Arturo and Jarchi, Delaram (2016) Gyroscope vs. accelerometer measurements of motion from wrist PPG during physical exercise. ICT Express, 2 (4). pp. 175-179. DOI https://doi.org/10.1016/j.icte.2016.11.003

Jarchi, Delaram and Lo, Benny and Wong, Charence and Ieong, Edmund and Nathwani, Dinesh and Yang, Guang-Zhong (2016) Gait Analysis From a Single Ear-Worn Sensor: Reliability and Clinical Evaluation for Orthopaedic Patients. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 24 (8). pp. 882-892. DOI https://doi.org/10.1109/tnsre.2015.2477720

Jarchi, Delaram and Wong, Charence and Kwasnicki, Richard Mark and Heller, Ben and Tew, Garry A and Guang-Zhong, Yang (2014) Gait Parameter Estimation From a Miniaturized Ear-Worn Sensor Using Singular Spectrum Analysis and Longest Common Subsequence. IEEE Transactions on Biomedical Engineering, 61 (4). pp. 1261-1273. DOI https://doi.org/10.1109/tbme.2014.2299772

Conference or Workshop Item

Ngo, Dat and Pham, Lam and Hoang, Truong and Kolozali, Sefki and Jarchi, Delaram (2022) Audio-Based Deep Learning Frameworks for Detecting COVID-19. In: 2022 30th European Signal Processing Conference (EUSIPCO), 2022-08-29 - 2022-09-02, Belgrade, Serbia.

Salman, Ozgur and Kampouridis, Michael and Jarchi, Delaram (2022) Trading Strategies Optimization by Genetic Algorithm under the Directional Changes Paradigm. In: IEEE Congress on Evolutionary Computation, 2022-07-18 - 2022-07-23, Padua, Italy. (In Press)

Long, Xinpeng and Kampouridis, Michael and Jarchi, Delaram (2022) An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem. In: IEEE Congress on Evolutionary Computation, 2022-07-18 - 2022-07-23, Padua, Italy. (In Press)

Sanei, Saeid and Took, Clive Cheong and Jarchi, Delaram and Prochazka, Ales (2020) Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State. In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020-05-04 - 2020-05-08.

Jarchi, Delaram and Casson, Alexander J (2016) Estimation of heart rate from foot worn photoplethysmography sensors during fast bike exercise. In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016-08-16 - 2016-08-20, Orlando, FL, USA.