| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1883 | 2018 |
| Deep learning for image enhancement and correction in magnetic resonance imaging—state-of-the-art and challenges Z Chen, K Pawar, M Ekanayake, C Pain, S Zhong, GF Egan Journal of Digital Imaging 36 (1), 204-230, 2023 | 62 | 2023 |
| Suppressing motion artefacts in MRI using an Inception‐ResNet network with motion simulation augmentation K Pawar, Z Chen, NJ Shah, GF Egan NMR in Biomedicine 35 (4), e4225, 2022 | 55 | 2022 |
| Motion correction in MRI using deep convolutional neural network K Pawar, Z Chen, NJ Shah, GF Egan Proceedings of the ISMRM Scientific Meeting & Exhibition, Paris 1174, 2018 | 49 | 2018 |
| Augmented deep learning model for improved quantitative accuracy of MR-based PET attenuation correction in PSMA PET-MRI prostate imaging A Pozaruk, K Pawar, S Li, A Carey, J Cheng, VP Sudarshan, M Cholewa, ... European Journal of Nuclear Medicine and Molecular Imaging 48, 9-20, 2021 | 35 | 2021 |
| Multichannel compressive sensing MRI using noiselet encoding K Pawar, G Egan, J Zhang PloS one 10 (5), e0126386, 2015 | 34 | 2015 |
| Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 25 | 2022 |
| MoCoNet: motion correction in 3D MPRAGE images using a convolutional neural network approach K Pawar, Z Chen, NJ Shah, GF Egan arXiv preprint arXiv:1807.10831, 2018 | 25 | 2018 |
| Residual encoder and convolutional decoder neural network for glioma segmentation K Pawar, Z Chen, NJ Shah, G Egan Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 25 | 2018 |
| A deep learning framework for transforming image reconstruction into pixel classification K Pawar, Z Chen, NJ Shah, GF Egan IEEE access 7, 177690-177702, 2019 | 24 | 2019 |
| Domain knowledge augmentation of parallel MR image reconstruction using deep learning K Pawar, GF Egan, Z Chen Computerized Medical Imaging and Graphics 92, 101968, 2021 | 15 | 2021 |
| Clinical utility of deep learning motion correction for T1 weighted MPRAGE MR images K Pawar, Z Chen, J Seah, M Law, T Close, G Egan European Journal of Radiology 133, 109384, 2020 | 15 | 2020 |
| Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction M Ekanayake, K Pawar, M Harandi, G Egan, Z Chen arXiv preprint arXiv:2207.08412, 2022 | 8 | 2022 |
| Application of compressed sensing using chirp encoded 3D GRE and MPRAGE sequences K Pawar, Z Chen, J Zhang, NJ Shah, GF Egan International journal of imaging systems and technology 30 (3), 592-604, 2020 | 8 | 2020 |
| An ensemble of 2D convolutional neural network for 3D brain tumor segmentation K Pawar, Z Chen, N Jon Shah, GF Egan Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 8 | 2020 |
| McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction M Ekanayake, K Pawar, M Harandi, G Egan, Z Chen Computers in Biology and Medicine 168, 107775, 2024 | 7 | 2024 |
| Brain MRI motion artifact reduction using 3D conditional generative adversarial networks on simulated motion M Ghaffari, K Pawar, R Oliver 2021 Digital Image Computing: Techniques and Applications (DICTA), 1-7, 2021 | 6 | 2021 |
| Orthogonal-Nets: A Large Ensemble of 2D Neural Networks for 3D Brain Tumor Segmentation K Pawar, S Zhong, DS Goonatillake, G Egan, Z Chen International MICCAI Brainlesion Workshop, 54-67, 2021 | 4 | 2021 |
| ReconNet: a deep learning framework for transforming image reconstruction into pixel classification K Pawar, Z Chen, N Shah, G Egan Proceedings of the 26th Annual Meeting of ISMRM, Paris, France, 0574, 2018 | 4* | 2018 |
| Method and system of image reconstruction for magnetic resonance imaging K Pawar, Z Chen, NJ Shah, GF Egan US Patent 11,954,823, 2024 | 3 | 2024 |
