no code implementations • 15 Sep 2023 • Kaouther Mouheb, Mobina Ghojogh Nejad, Lavsen Dahal, Ehsan Samei, W. Paul Segars, Joseph Y. Lo
In this study, we leverage recent advancements in geometric deep learning and denoising diffusion probabilistic models to refine the segmentation results of the large intestine.
no code implementations • 17 Aug 2023 • Fakrul Islam Tushar, Lavsen Dahal, Saman Sotoudeh-Paima, Ehsan Abadi, W. Paul Segars, Ehsan Samei, Joseph Y. Lo
Model performance on virtual CT and CXR images was comparable to overall results on clinical data.
no code implementations • 19 May 2020 • Lavsen Dahal, Aayush Kafle, Bishesh Khanal
2D echocardiography is the most common imaging modality for cardiovascular diseases.
no code implementations • 31 Oct 2019 • Bidur Khanal, Lavsen Dahal, Prashant Adhikari, Bishesh Khanal
Correct evaluation and treatment of Scoliosis require accurate estimation of spinal curvature.
2 code implementations • 9 Jul 2019 • Md. Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Marti Marly
We evaluate our proposed model on two publicly available datasets, namely ISIC-2017 and PH2.
1 code implementation • 29 Mar 2019 • Fakrul Islam Tushar, Basel Alyafi, Md. Kamrul Hasan, Lavsen Dahal
The outcome of the research indicates that for the IBSR18 data-set, pre-processing and proper tuning of hyper-parameters for NeuroNet model have improvement in DSC for the brain tissue segmentation.