Synapse - Jung Hun Oh

Results (187)

Editorial of special issue "Deep learning and machine learning in bioinformatics"

Editorial

Kang, M.; Oh, J. H.
International Journal of Molecular Sciences (2022)

aWCluster: A novel integrative network-based clustering of multiomics for subtype analysis of cancer data

Journal Article

Pouryahya, M.; Oh, J. H.; Javanmard, P.; Mathews, J. C.; Belkhatir, Z.; Deasy, J. O.; Tannenbaum, A. R.
IEEE/ACM Transactions on Computational Biology and Bioinformatics (2022)

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vWCluster: Vector-valued optimal transport for network based clustering using multiomics data in breast cancer

Journal Article

Zhu, J.; Oh, J. H.; Deasy, J. O.; Tannenbaum, A. R.
PLoS ONE (2022)

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Pan-cancer prediction of cell-line drug sensitivity using network-based methods

Journal Article

Pouryahya, M.; Oh, J. H.; Mathews, J. C.; Belkhatir, Z.; Moosmüller, C.; Deasy, J. O.; Tannenbaum, A. R.
International Journal of Molecular Sciences (2022)

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Geometric network analysis provides prognostic information in patients with high grade serous carcinoma of the ovary treated with immune checkpoint inhibitors

Journal Article

Elkin, R.; Oh, J. H.; Liu, Y. L.; Selenica, P.; Weigelt, B.; Reis-Filho, J. S.; Zamarin, D.; Deasy, J. O.; Norton, L.; Levine, A. J.; more...
npj Genomic Medicine (2021)

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A non-parametric analysis to estimate dose distributions associated with high-risk vs. low-risk of death in RTOG 0617

Meeting Abstract

Thor, M.; Zhu, J.; Apte, A.; Oh, J. H.; Rimner, A.; Tannenbaum, A. R.; Deasy, J. O.
International Journal of Radiation Oncology, Biology, Physics (2021)

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Longitudinal monitoring of simulated interstitial fluid pressure for pancreatic ductal adenocarcinoma patients treated with stereotactic body radiotherapy

Journal Article

Paudyal, R.; LoCastro, E.; Reyngold, M.; Do, R. K.; Konar, A. S.; Oh, J. H.; Dave, A.; Yu, K.; Goodman, K. A.; Shukla-Dave, A.
Cancers (2021)

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Radiomic analysis of limited-sized data using unsupervised methods: Prediction of HPV status in head and neck cancer

Meeting Abstract

Oh, J.; Apte, A.; Iyer, A.; Tannenbaum, A.; Deasy, J.
Medical Physics (2021)

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A non-parametric analysis to identify high-risk vs. low-risk anatomic regions associated with reduced overall survival in the RTOG 0617 clinical trial data

Meeting Abstract

Zhu, J.; Thor, M.; Apte, A.; Oh, J.; Rimner, A.; Deasy, J.; Tannenbaum, A.
Medical Physics (2021)

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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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