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Collaborations and top research areas from the last five years
Grants & Projects
- 1 Finished
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Institutional Research Grant 2022
Frohman, M. (PI), Andrzejczyk, A. (CoI), Damaghi, M. (CoI), Guillaume, A. (CoI), Houghton, J. (CoI), Lee, C. (CoI), Liu, S. (CoI), Luberto, C. (CoI), Malik, S. (CoI), Mani, K. (CoI), Prasanna, P. (CoI), Rahme, G. (CoI), Scarbrough, K. (CoI), Stopeck, A. (CoI), Velazquez, F. N. (CoI), Vorkas, C. (CoI), Wan, L. (CoI), Bandovic, J. (CoI), Li, E. (CoI), Orfanelli, T. (CoI), Qiu, Y. (CoI), Thakur, C. (CoI) & Rageul, J. (CoI)
01/1/22 → 12/31/25
Project: Research
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Spatial Radiomic Graphs for Outcome Prediction in Radiation Therapy–treated Head and Neck Squamous Cell Carcinoma Using Pretreatment CT
Bae, J., Mani, K., Czerwonka, L., Vanison, C., Ryu, S. & Prasanna, P., Mar 2025, In: Radiology: Imaging Cancer. 7, 2, e240161.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
HoG-Net: Hierarchical Multi-organ Graph Network for Head and Neck Cancer Recurrence Prediction from CT Images
Bae, J., Kapse, S., Zhou, L., Mani, K. & Prasanna, P., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 317-327 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15005 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Intrafractional motion and dosimetric analysis in prostate stereotactic body radiation therapy with auto beam hold technique
Cattell, R. F., Hsia, A. T., Kim, J., Qian, X., Lu, S., Slade, A., Mani, K., Ryu, S. & Xu, Z., Jul 2024, In: Biomedical Physics and Engineering Express. 10, 4, 045052.Research output: Contribution to journal › Article › peer-review
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Pretreatment Spatially Aware Magnetic Resonance Imaging Radiomics Can Predict Distant Brain Metastases (DBMs) After Stereotactic Radiosurgery/Radiation Therapy (SRS/SRT)
Bae, J., Mani, K., Zabrocka, E., Cattell, R., O'Grady, B., Payne, D., Roberson, J., Ryu, S. & Prasanna, P., May 2024, In: Advances in Radiation Oncology. 9, 5, 101457.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Author Correction: Federated learning enables big data for rare cancer boundary detection (Nature Communications, (2022), 13, 1, (7346), 10.1038/s41467-022-33407-5)
Pati, S., Baid, U., Edwards, B., Sheller, M., Wang, S. H., Reina, G. A., Foley, P., Gruzdev, A., Karkada, D., Davatzikos, C., Sako, C., Ghodasara, S., Bilello, M., Mohan, S., Vollmuth, P., Brugnara, G., Preetha, C. J., Sahm, F., Maier-Hein, K. & Zenk, M. & 259 others, , Dec 2023, In: Nature Communications. 14, 1, 436.Research output: Contribution to journal › Comment/debate
Open Access3 Scopus citations