Research output per year
Research output per year
- 1 - 50 out of 1,508 results
Search results
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2024
ART2Dose: A comprehensive dose verification platform for online adaptive radiotherapy
Lin, J., Chen, M., Lai, Y., Trivedi, Z., Wu, J., Foo, T., Gonzalez, Y., Reynolds, R., Park, C., Yan, Y., Godley, A., Jiang, S., Jia, X., Lin, M. H., Pompos, A. & Lu, W., Jan 2024, In: Medical physics. 51, 1, p. 18-30 13 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Definitive radiation for advanced cervix cancer is not associated with vaginal shortening—a prospective vaginal length and dose correlation
Owrangi, A., Medrano, A., Gao, Y., Kazemifar, S., Hrycushko, B., Medin, P., Nwachukwu, C., Jia, X. & Albuquerque, K., Mar 2024, In: Brachytherapy. 23, 2, p. 136-140 5 p.Research output: Contribution to journal › Article › peer-review
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Simulation and pre-planning omitted radiotherapy (SPORT): a feasibility study for prostate cancer
Zhuang, T., Parsons, D., Desai, N., Gibbard, G., Keilty, D., Lin, M. H., Cai, B., Nguyen, D., Chiu, T., Godley, A., Pompos, A. & Jiang, S., Mar 2024, In: Biomedical Physics and Engineering Express. 10, 2, 025019.Research output: Contribution to journal › Article › peer-review
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Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models
Li, Y., Shao, H. C., Liang, X., Chen, L., Li, R., Jiang, S., Wang, J. & Zhang, Y., Mar 1 2024, In: IEEE Transactions on Medical Imaging. 43, 3, p. 980-993 14 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
2023
Artificial Intelligence–Empowered Radiation Oncology Residency Education
Kwon, Y. S., Dohopolski, M., Morgan, H., Garant, A., Sher, D., Rahimi, A., Sanford, N. N., Vo, D. T., Albuquerque, K., Kumar, K., Timmerman, R. & Jiang, S. B., Jan 1 2023, In: Practical Radiation Oncology. 13, 1, p. 8-10 3 p.Research output: Contribution to journal › Editorial › peer-review
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Artificial intelligence guided physician directive improves head and neck planning quality and practice Uniformity: A prospective study
Mashayekhi, M., McBeth, R., Nguyen, D., Yen, A., Trivedi, Z., Moon, D., Avkshtol, V., Vo, D., Sher, D., Jiang, S. & Lin, M. H., May 2023, In: Clinical and Translational Radiation Oncology. 40, 100616.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Clinical experience on patient-specific quality assurance for CBCT-based online adaptive treatment plan
Shen, C., Chen, L., Zhong, X., Gonzalez, Y., Visak, J., Meng, B., Inam, E., Parsons, D., Godley, A., Jiang, S., Cai, B. & Lin, M. H., Apr 2023, In: Journal of applied clinical medical physics. 24, 4, e13918.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Deep learning based direct segmentation assisted by deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy
Liang, X., Morgan, H., Bai, T., Dohopolski, M., Nguyen, D. & Jiang, S., Feb 21 2023, In: Physics in medicine and biology. 68, 4, 045012.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Ensemble learning and personalized training for the improvement of unsupervised deep learning-based synthetic CT reconstruction
Olberg, S., Choi, B. S., Park, I., Liang, X., Kim, J. S., Deng, J., Yan, Y., Jiang, S. & Park, J. C., Mar 2023, In: Medical physics. 50, 3, p. 1436-1449 14 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Evaluating machine learning enhanced intelligent-optimization-engine (IOE) performance for ethos head-and-neck (HN) plan generation
Visak, J., Inam, E., Meng, B., Wang, S., Parsons, D., Nyugen, D., Zhang, T., Moon, D., Avkshtol, V., Jiang, S., Sher, D. & Lin, M. H., Jul 2023, In: Journal of applied clinical medical physics. 24, 7, e13950.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Evaluation of fan-beam kilovoltage computed tomography image quality on a novel biological-guided radiotherapy platform
Zhuang, T., Gibbard, G., Duan, X., Tan, J., Park, Y., Lin, M. H., Sun, Z., Oderinde, O. M., Lu, W., Reynolds, R., Godley, A., Pompos, A., Dan, T., Garant, A., Iyengar, P., Timmerman, R., Jiang, S. & Cai, B., Apr 2023, In: Physics and Imaging in Radiation Oncology. 26, 100438.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Intentional deep overfit learning for patient-specific dose predictions in adaptive radiotherapy
Maniscalco, A., Liang, X., Lin, M. H., Jiang, S. & Nguyen, D., Sep 2023, In: Medical physics. 50, 9, p. 5354-5363 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Machine characterization and central axis depth dose data of a superficial x-ray radiotherapy unit
Xiong, Z., Zhong, Y., Banks, T. I., Reynolds, R., Chiu, T., Tan, J., Zhang, Y., Parsons, D., Yan, Y., Godley, A. & Stojadinovic, S., Jan 2023, In: Biomedical Physics and Engineering Express. 9, 1, 015005.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Modeling gamma knife radiosurgical toxicity for multiple brain metastases
Hsu, E. J., Yan, Y., Timmerman, R. D., Wardak, Z., Dan, T. D., Patel, T. R., Vo, D. T. & Stojadinovic, S., Nov 2023, In: Radiotherapy and Oncology. 188, 109874.Research output: Contribution to journal › Article › peer-review
Open Access -
Octree Boundary Transfiner: Efficient Transformers for Tumor Segmentation Refinement
Wang, A., Bai, T., Nguyen, D. & Jiang, S., 2023, Head and Neck Tumor Segmentation and Outcome Prediction - 3rd Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Proceedings. Andrearczyk, V., Oreiller, V., Depeursinge, A. & Hatt, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-60 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13626 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Physical wedge as a tool for radiochromic film calibration
Pecić, S., Vićić, M., Belča, I., Stojadinović, S., Nidžović, B., Kurij, L. & Dević, S., 2023, (Accepted/In press) In: Zeitschrift fur Medizinische Physik.Research output: Contribution to journal › Article › peer-review
Open Access -
Preliminary Evaluation of PTV Margins for Online Adaptive Radiation Therapy of the Prostatic Fossa
Morgan, H. E., Wang, K., Yan, Y., Desai, N., Hannan, R., Chambers, E., Cai, B., Lin, M. H., Sher, D. J., Wang, J., Wang, A. Z., Jiang, S., Timmerman, R., Park, C. J. & Garant, A., Jul 1 2023, In: Practical Radiation Oncology. 13, 4, p. e345-e353Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Real-time liver motion estimation via deep learning-based angle-agnostic X-ray imaging
Shao, H. C., Li, Y., Wang, J., Jiang, S. & Zhang, Y., Nov 2023, In: Medical physics. 50, 11, p. 6649-6662 14 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Real-time liver tumor localization via combined surface imaging and a single x-ray projection
Shao, H. C., Li, Y., Wang, J., Jiang, S. & Zhang, Y., Mar 21 2023, In: Physics in medicine and biology. 68, 6, 065002.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Recent Advancements of Artificial Intelligence in Particle Therapy
Peng, H., Wu, C., Nguyen, D., Schuemann, J., Mairani, A., Pu, Y. & Jiang, S., Mar 1 2023, In: IEEE Transactions on Radiation and Plasma Medical Sciences. 7, 3, p. 213-224 12 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Reinforcement learning for radiation therapy planning and image processing
Nguyen, D., Shen, C., Jia, X. & Jiang, S., Aug 14 2023, Artificial Intelligence in Radiation Oncology and Biomedical Physics. CRC Press, p. 87-97 11 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Segmentation by test-time optimization for CBCT-based adaptive radiation therapy
Liang, X., Chun, J., Morgan, H., Bai, T., Nguyen, D., Park, J. & Jiang, S., Apr 2023, In: Medical physics. 50, 4, p. 1947-1961 15 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Single patient learning for adaptive radiotherapy dose prediction
Maniscalco, A., Liang, X., Lin, M. H., Jiang, S. & Nguyen, D., Dec 2023, In: Medical physics. 50, 12, p. 7324-7337 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
2022
Advances in Automated Treatment Planning
Nguyen, D., Lin, M. H., Sher, D., Lu, W., Jia, X. & Jiang, S., Oct 2022, In: Seminars in Radiation Oncology. 32, 4, p. 343-350 8 p.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
A-LugSeg: Automatic and explainability-guided multi-site lung detection in chest X-ray images
Peng, T., Gu, Y., Ye, Z., Cheng, X. & Wang, J., Jul 15 2022, In: Expert Systems with Applications. 198, 116873.Research output: Contribution to journal › Article › peer-review
26 Scopus citations -
A Proof-of-Concept Study of Artificial Intelligence– assisted Contour Editing
Bai, T., Balagopal, A., Dohopolski, M., Morgan, H. E., McBeth, R., Tan, J., Lin, M. H., Sher, D. J., Nguyen, D. & Jiang, S., Sep 2022, In: Radiology: Artificial Intelligence. 4, 5, e210214.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Brachial Plexus Tolerance to Single-Session SABR in a Pig Model
Hrycushko, B., van der Kogel, A. J., Phillips, L., Chhabra, A., Folkert, M. R., Sayre, J. W., Vernino, S., Hassan-Rezaeian, N., Yamada, Y., Timmerman, R. & Medin, P. M., Feb 1 2022, In: International Journal of Radiation Oncology Biology Physics. 112, 2, p. 565-571 7 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Change in image-guided planning strategies over time impacts oncologic and survival outcomes for intracavitary cervical cancer brachytherapy
D'Cunha, P., Gonzalez, Y., Nwachukwu, C., Hrycushko, B., Medin, P., Owrangi, A., Jia, X. & Albuquerque, K., 2022, (Accepted/In press) In: Brachytherapy.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Dose kernel decomposition for spot-based radiotherapy treatment planning
Chen, M., Yang, Z., Wardak, Z., Stojadinovic, S., Gu, X. & Lu, W., Feb 2022, In: Medical physics. 49, 2, p. 1196-1208 13 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Ensemble learning for glioma patients overall survival prediction using pre-operative MRIs
Yang, Z., Chen, M., Kazemimoghadam, M., Ma, L., Stojadinovic, S., Wardak, Z., Timmerman, R., Dan, T., Lu, W. & Gu, X., Dec 21 2022, In: Physics in medicine and biology. 67, 24, 245002.Research output: Contribution to journal › Article › peer-review
Open Access -
Gas bubble motion artifact reduction through simultaneous motion estimation and image reconstruction
Wang, K., Shao, H. C., Zhang, Y., Park, C., Jiang, S. & Wang, J., 2022, 7th International Conference on Image Formation in X-Ray Computed Tomography. Stayman, J. W. (ed.). SPIE, 123042D. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12304).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Guest Editorial: ACM JETC Special Issue on Hardware-Aware Learning for Medical Applications
Shi, Y., Liu, Y., Chen, J. & Jiang, S., Apr 2022, In: ACM Journal on Emerging Technologies in Computing Systems. 18, 2, 24.Research output: Contribution to journal › Editorial › peer-review
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Guest Editorial Special Section on Learning with Multimodal Data for Biomedical Informatics
Wang, Z., Patel, V., Yao, B., Jiang, S., Lu, H. & Shen, Y., May 1 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 5, p. 2508-2511 4 p.Research output: Contribution to journal › Editorial › peer-review
Open Access -
H-SegNet: Hybrid segmentation network for lung segmentation in chest radiographs using mask region-based convolutional neural network and adaptive closed polyline searching method
Peng, T., Wang, C., Zhang, Y. & Wang, J., Apr 7 2022, In: Physics in medicine and biology. 67, 7, 075006.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
In Reply to Goyal and Madan
Medin, P., Hrycushko, B. & van der Kogel, A. J., May 1 2022, In: International Journal of Radiation Oncology Biology Physics. 113, 1, p. 232-233 2 p.Research output: Contribution to journal › Letter › peer-review
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Intentional deep overfit learning (IDOL): A novel deep learning strategy for adaptive radiation therapy
Chun, J., Park, J. C., Olberg, S., Zhang, Y., Nguyen, D., Wang, J., Kim, J. S. & Jiang, S., Jan 2022, In: Medical physics. 49, 1, p. 488-496 9 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Metal artifact reduction in cervix brachytherapy with titanium applicators using dual‐energy CT through virtual monoenergetic images and an iterative algorithm: A phantom study
Kanani, A., Yazdi, M., Owrangi, A. M., Karbasi, S. & Mosleh-Shirazi, M. A., 2022, (Accepted/In press) In: Brachytherapy.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Pilot Study of a Wearable Activity Monitor during Head and Neck Radiotherapy to Predict Clinical Outcomes
Sher, D. J., Radpour, S., Shah, J. L., Pham, N. L., Jiang, S., Vo, D., Sumer, B. D. & Day, A. T., 2022, In: JCO Clinical Cancer Informatics. 6, e2100179.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Predicting local persistence/recurrence after radiation therapy for head and neck cancer from PET/CT using a multi-objective, multi-classifier radiomics model
Zhang, Q., Wang, K., Zhou, Z., Qin, G., Wang, L., Li, P., Sher, D., Jiang, S. & Wang, J., Sep 29 2022, In: Frontiers in Oncology. 12, 955712.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Prediction of Type and Recurrence of Atrial Fibrillation after Catheter Ablation via Left Atrial Electroanatomical Voltage Mapping Registration and Multilayer Perceptron Classification: A Retrospective Study
An, Q., McBeth, R., Zhou, H., Lawlor, B., Nguyen, D., Jiang, S., Link, M. S. & Zhu, Y., Jun 1 2022, In: Sensors. 22, 11, 4058.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Prostate Segmentation of Ultrasound Images Based on Interpretable-Guided Mathematical Model
Peng, T., Tang, C. & Wang, J., 2022, MultiMedia Modeling - 28th International Conference, MMM 2022, Proceedings. Þór Jónsson, B., Gurrin, C., Tran, M-T., Dang-Nguyen, D-T., Hu, A. M-C., Huynh Thi Thanh, B. & Huet, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 166-177 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13141 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
Real-time liver tumor localization via a single x-ray projection using deep graph neural network-assisted biomechanical modeling
Shao, H. C., Wang, J., Bai, T., Chun, J., Park, J. C., Jiang, S. & Zhang, Y., Jun 7 2022, In: Physics in medicine and biology. 67, 11, 115009.Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
Site-agnostic 3D dose distribution prediction with deep learning neural networks
Mashayekhi, M., Tapia, I. R., Balagopal, A., Zhong, X., Barkousaraie, A. S., McBeth, R., Lin, M. H., Jiang, S. & Nguyen, D., Mar 2022, In: Medical physics. 49, 3, p. 1391-1406 16 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Uncertainties of image-guided radiotherapy for abdominal cancer radiotherapy
Zhang, Y., Wang, J. & Jia, X., Feb 28 2022, Principles and Practice of Image-Guided Abdominal Radiation Therapy. Institute of Physics Publishing, p. 14 1 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Use of deep learning to predict the need for aggressive nutritional supplementation during head and neck radiotherapy
Dohopolski, M., Wang, K., Morgan, H., Sher, D. & Wang, J., Jun 2022, In: Radiotherapy and Oncology. 171, p. 129-138 10 p.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Volumetric Modulated Arc Therapy Enabled Total Body Irradiation (VMAT-TBI): Six-year Clinical Experience and Treatment Outcomes
Zhang-Velten, E. R., Parsons, D., Lee, P., Chambers, E., Abdulrahman, R., Desai, N. B., Dan, T., Wardak, Z., Timmerman, R., Vusirikala, M., Patel, P., Simms-Waldrip, T., Aquino, V., Koh, A., Tan, J., Iqbal, Z., Zhang, Y., Reynolds, R., Chiu, T., Joo, M., & 7 others, Feb 2022, In: Transplantation and Cellular Therapy. 28, 2, p. 113.e1-113.e8Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations -
2021
A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks
Nguyen, D., Sadeghnejad Barkousaraie, A., Bohara, G., Balagopal, A., McBeth, R., Lin, M. H. & Jiang, S., Mar 7 2021, In: Physics in medicine and biology. 66, 5, 054002.Research output: Contribution to journal › Article › peer-review
Open Access21 Scopus citations -
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy
Balagopal, A., Nguyen, D., Morgan, H., Weng, Y., Dohopolski, M., Lin, M. H., Barkousaraie, A. S., Gonzalez, Y., Garant, A., Desai, N., Hannan, R. & Jiang, S., Aug 2021, In: Medical Image Analysis. 72, 102101.Research output: Contribution to journal › Article › peer-review
30 Scopus citations -
A feasibility study on deep learning-based individualized 3D dose distribution prediction
Ma, J., Nguyen, D., Bai, T., Folkerts, M., Jia, X., Lu, W., Zhou, L. & Jiang, S., Aug 2021, In: Medical physics. 48, 8, p. 4438-4447 10 p.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
A general algorithm for distributed treatments of multiple brain metastases
Chen, M., Wardak, Z., Stojadinovic, S., Gu, X. & Lu, W., Apr 2021, In: Medical physics. 48, 4, p. 1832-1838 7 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations