Last Updated: May 2022
Peer-Reviewed Articles
2022
| LINK | Farrag NA, Bhagavan S, Sebben D, Ruwanpura P, White JA, Ukwatta E. Automated myocardial segmentation of extra-cellular volume mapping cardiac magnetic resonance images using fully convolutional neural networks. InMedical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 Apr 4 (Vol. 12036, pp. 602-609). SPIE. | |
| LINK | Szentimrey Z, de Ribaupierre S, Fenster A, Ukwatta E. Automated 3D U‐net based segmentation of neonatal cerebral ventricles from 3D ultrasound images. Medical physics. 2022 Feb;49(2):1034-46. |
2021
| LINK | Wong T, Schieda N, Sathiadoss P, Haroon M, Abreu‐Gomez J, Ukwatta E. Fully automated detection of prostate transition zone tumors on T2‐weighted and apparent diffusion coefficient (ADC) map MR images using U‐Net ensemble. Medical Physics. 2021 Nov;48(11):6889-900. | |
| LINK | Manokaran J, Zabihollahy F, Hamilton-Wright A, Ukwatta E. Detection of COVID-19 from chest x-ray images using transfer learning. Journal of Medical Imaging. 2021 Aug;8(S1):017503. | |
Conference Papers
2022
| Gaikar, R., Zabihollahy, F., Elfaal, M. W., Schieda, N., & Ukwatta, E. “Transfer learning based fully automated kidney segmentation on MR images,” SPIE Medical Imaging, 1-7, USA, 2022 | ||
| Farrag N. A., Bhagavan S., Sebben D., Ruwanpura P., White J. A., Ukwatta E., “Automated myocardial segmentation of extra-cellular volume mapping cardiac magnetic resonance images using fully convolutional neural networks,” SPIE Medical Imaging, 1-8, 2022 |
2021
| Manokaran J., *Zabihollahy F., Hamilton-Wright A., Ukwatta E., “Deep learning-based detection of COVID-19 from Chest X-ray images,” SPIE Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging, 1-7, USA, 2021 | ||
| Manokaran J, Zabihollahy F, Hamilton-Wright A, Ukwatta E. Detection of COVID-19 from chest x-ray images using transfer learning. Journal of Medical Imaging. 2021 Aug;8(S1):017503. | ||
| Alzahrani A., Hosseinkhani J., Rajan S., Ukwatta E., Reducing Motion Impact on Video Magnification Using Wavelet Transform and Principal Component Analysis for Heart Rate Estimation, IEEE International Instrumentation and Measurement Technology Conference | ||
| Szentimrey Z., Ribaupierre S., Fenster A., Ukwatta E., “Automatic deep learning based segmentation of neonatal cerebral ventricles from 3D ultrasound images,” SPIE Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging, 1-7, San Diego, USA 2021 | ||