Kamlesh Pawar

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Magnetic Resonance Imaging

Image Reconstruction

Top Venues

BrainLes@MICCAI (2)

Comput. Biol. Medicine

BrainLes@MICCAI (1)

Publications

Zhifeng Chen, Kamlesh Pawar, Kh Tohidul Islam, Himashi Peiris, Gary F. Egan, Zhaolin Chen
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework. CoRR (2024)
Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction. Comput. Biol. Medicine 168 (2024)
Mevan Ekanayake, Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
PixCUE - Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification. CoRR (2023)
Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake, Cameron Pain, Shenjun Zhong, Gary F. Egan
Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging - State-of-the-Art and Challenges. J. Digit. Imaging 36 (1) (2023)
Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen
Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction. CoRR (2022)
Kamlesh Pawar, Gary F. Egan, Zhaolin Chen
Domain knowledge augmentation of parallel MR image reconstruction using deep learning. Comput. Medical Imaging Graph. 92 (2021)
Kamlesh Pawar, Shenjun Zhong, Zhaolin Chen, Gary F. Egan
Brain Tumor Segmentation Using Two-Stage Convolutional Neural Network for Federated Evaluation. BrainLes@MICCAI (2) (2021)
Mina Ghaffari, Kamlesh Pawar, Ruth Oliver
Brain MRI motion artifact reduction using 3D conditional generative adversarial networks on simulated motion. DICTA (2021)
Kamlesh Pawar, Shenjun Zhong, Dilshan Sasanka Goonatillake, Gary F. Egan, Zhaolin Chen
Orthogonal-Nets: A Large Ensemble of 2D Neural Networks for 3D Brain Tumor Segmentation. BrainLes@MICCAI (2) (2021)
Kamlesh Pawar, Zhaolin Chen, Jingxin Zhang, N. Jon Shah, Gary F. Egan
Application of compressed sensing using chirp encoded 3D GRE and MPRAGE sequences. Int. J. Imaging Syst. Technol. 30 (3) (2020)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
An Ensemble of 2D Convolutional Neural Network for 3D Brain Tumor Segmentation. BrainLes@MICCAI (1) (2019)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
A Deep Learning Framework for Transforming Image Reconstruction Into Pixel Classification. IEEE Access 7 (2019)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
MoCoNet: Motion Correction in 3D MPRAGE images using a Convolutional Neural Network approach. CoRR (2018)
Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan
Residual Encoder and Convolutional Decoder Neural Network for Glioma Segmentation. BrainLes@MICCAI (2017)
Kamlesh Pawar, Gary F. Egan, Jingxin Zhang
Multichannel Compressive Sensing MRI Using Noiselet Encoding. CoRR (2014)
Kamlesh Pawar, Gary F. Egan, Jingxin Zhang
Accelerating k-t sparse using k-space aliasing for dynamic MRI imaging. EMBC (2013)