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“Primer shot” fractionation with an early treatment break is theoretically superior to consecutive weekday fractionation schemes for early-stage non-small cell lung cancer

Journal Article

Gouw, Z. A. R.; Jeong, J.; Rimner, A.; Lee, N. Y.; Jackson, A.; Fu, A.; Sonke, J. J.; Deasy, J. O.
Radiotherapy and Oncology (2024)

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Predicting F-18 FMISO PET hypoxia measurements from F-18 FDG PET scan using a generative adversarial network

Meeting Abstract

Zhao, W.; Grkovski, M.; Lee, N.; Schoder, H.; Humm, J.; Veeraraghavan, H.; Deasy, J.
Medical Physics (2022)

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A radiogenomics study using a network-based unbalanced optimal mass transport method in head and neck squamous cell carcinoma

Meeting Abstract

Oh, J.; Veeraraghavan, H.; Katsoulakis, E.; Apte, A.; Zhu, J.; Yu, Y.; Lee, N.; Hatzoglou, V.; Tannenbaum, A.; Riaz, N.; more...
Medical Physics (2022)

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Prospectively-validated deep learning model for segmenting swallowing and chewing structures in CT

Journal Article

Iyer, A.; Thor, M.; Onochie, I.; Hesse, J.; Zakeri, K.; LoCastro, E.; Jiang, J.; Veeraraghavan, H.; Elguindi, S.; Lee, N. Y.; more...
Physics in Medicine and Biology (2022)

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Application of community detection algorithm to investigate the correlation between imaging biomarkers of tumor metabolism, hypoxia, cellularity, and perfusion for precision radiotherapy in head and neck squamous cell carcinomas

Journal Article

Paudyal, R.; Grkovski, M.; Oh, J. H.; Schöder, H.; Nunez, D. A.; Hatzoglou, V.; Deasy, J. O.; Humm, J. L.; Lee, N. Y.; Shukla-Dave, A.
Cancers (2021)

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Reproducibility of radiomic features using network analysis and its application in Wasserstein k-means clustering

Journal Article

Oh, J. H.; Apte, A. P.; Katsoulakis, E.; Riaz, N.; Hatzoglou, V.; Yu, Y.; Mahmood, U.; Veeraraghavan, H.; Pouryahya, M.; Iyer, A.; more...
Journal of Medical Imaging (2021)

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Radiomics characteristics correlate with immune activation and HPV status in head and neck cancer

Meeting Abstract

Oh, J. H.; Katsoulakis, E.; Riaz, N.; Yu, Y.; Apte, A.; Leeman, J.; Katabi, N.; Morris, L.; Chan, T.; Hatzoglou, V.; more...
Radiotherapy and Oncology (2020)

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Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures

Journal Article

Sanduleanu, S.; Jochems, A.; Upadhaya, T.; Even, A. J. G.; Leijenaar, R. T. H.; Dankers, F. J. W. M.; Klaassen, R.; Woodruff, H. C.; Hatt, M.; Kaanders, H. J. A. M.; more...
Radiotherapy and Oncology (2020)

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PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation-based MRI segmentation

Journal Article

Jiang, J.; Hu, Y. C.; Tyagi, N.; Rimner, A.; Lee, N.; Deasy, J. O.; Berry, S.; Veeraraghavan, H.
IEEE Transactions on Medical Imaging (2020)

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Self-derived organ attention for unpaired CT-MRI deep domain adaptation based MRI segmentation

Journal Article

Jiang, J.; Hu, Y. C.; Tyagi, N.; Wang, C.; Lee, N.; Deasy, J. O.; Sean, B.; Veeraraghavan, H.
Physics in Medicine and Biology (2020)

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