Kamlesh Pawar

According to our database, Kamlesh Pawar authored at least 16 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction.

Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen

Comput. Biol. Medicine, January, 2024

Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework.

Zhifeng Chen, Kamlesh Pawar, Kh Tohidul Islam, Himashi Peiris, Gary F. Egan, Zhaolin Chen

CoRR, 2024

2023

Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging - State-of-the-Art and Challenges.

Zhaolin Chen, Kamlesh Pawar, Mevan Ekanayake, Cameron Dennis Pain, Shenjun Zhong, Gary F. Egan

J. Digit. Imaging, February, 2023

PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification.

Mevan Ekanayake, Kamlesh Pawar, Gary F. Egan, Zhaolin Chen

CoRR, 2023

2022

Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction.

Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary F. Egan, Zhaolin Chen

CoRR, 2022

2021

Domain knowledge augmentation of parallel MR image reconstruction using deep learning.

Kamlesh Pawar, Gary F. Egan, Zhaolin Chen

Comput. Medical Imaging Graph., 2021

Brain MRI motion artifact reduction using 3D conditional generative adversarial networks on simulated motion.

Mina Ghaffari, Kamlesh Pawar, Ruth Oliver

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Orthogonal-Nets: A Large Ensemble of 2D Neural Networks for 3D Brain Tumor Segmentation.

Kamlesh Pawar, Shenjun Zhong, Dilshan Sasanka Goonatillake, Gary F. Egan, Zhaolin Chen

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

Brain Tumor Segmentation Using Two-Stage Convolutional Neural Network for Federated Evaluation.

Kamlesh Pawar, Shenjun Zhong, Zhaolin Chen, Gary F. Egan

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020

Application of compressed sensing using chirp encoded 3D GRE and MPRAGE sequences.

Kamlesh Pawar, Zhaolin Chen, Jingxin Zhang, N. Jon Shah, Gary F. Egan

Int. J. Imaging Syst. Technol., 2020

2019

A Deep Learning Framework for Transforming Image Reconstruction Into Pixel Classification.

Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan

IEEE Access, 2019

An Ensemble of 2D Convolutional Neural Network for 3D Brain Tumor Segmentation.

Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018

MoCoNet: Motion Correction in 3D MPRAGE images using a Convolutional Neural Network approach.

Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan

CoRR, 2018

2017

Residual Encoder and Convolutional Decoder Neural Network for Glioma Segmentation.

Kamlesh Pawar, Zhaolin Chen, N. Jon Shah, Gary F. Egan

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2014

Multichannel Compressive Sensing MRI Using Noiselet Encoding.

Kamlesh Pawar, Gary F. Egan, Jingxin Zhang

CoRR, 2014

2013

Accelerating k-t sparse using k-space aliasing for dynamic MRI imaging.

Kamlesh Pawar, Gary F. Egan, Jingxin Zhang

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013