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Rahul Pemmaraju
at Johns Hopkins Medical Institute
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Publications (2)
SPIE Journal Paper | 8 April 2024
Cascaded cross-attention transformers and convolutional neural networks for multi-organ segmentation in male pelvic computed tomography
Rahul Pemmaraju, Gayoung Kim, Lina Mekki, Daniel Song, Junghoon Lee
JMI, Vol. 11, Issue 02, 024009, (April 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.2.024009
KEYWORDS: Image segmentation, Image enhancement, Transformers, Education and training, Head, Prostate, Computed tomography, Bladder, Rectum, Voxels
Proceedings Article | 3 April 2023 Presentation + Paper
Cascaded neural network segmentation pipeline for automated delineation of prostate and organs at risk in male pelvic CT
Proceedings Volume 12464, 124641D (2023) https://doi.org/10.1117/12.2653387
KEYWORDS: Image segmentation, Transformers, Prostate, Computed tomography, Image guided radiation therapy, Deep convolutional neural networks
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