• 10996 Citations
  • 56 h-Index
1993 …2020

Research output per year

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Research Output

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2019

A novel deep learning framework for standardizing the label of OARs in CT

Yang, Q., Chao, H., Nguyen, D. & Jiang, S., Jan 1 2019, Artificial Intelligence in Radiation Therapy - 1st International Workshop, AIRT 2019, Held in Conjunction with MICCAI 2019, Proceedings. Nguyen, D., Jiang, S. & Xing, L. (eds.). Springer, p. 52-60 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11850 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application of deep neural networks for automatic planning in radiation oncology treatments

Barragán-Montero, A. M., Nguyen, D., Lu, W., Lin, M., Geets, X., Sterpin, E. & Jiang, S., Jan 1 2019, ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN (i6doc.com), p. 161-166 6 p. (ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A shell and kernel descriptor based joint deep learning model for predicting breast lesion malignancy

Zhou, Z., Qin, G., Yan, P., Hao, H., Jiang, S. & Wang, J., Jan 1 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109502S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cone-Beam Computed Tomography (CBCT) Segmentation by Adversarial Learning Domain Adaptation

Jia, X., Wang, S., Liang, X., Balagopal, A., Nguyen, D., Yang, M., Wang, Z., Ji, J. X., Qian, X. & Jiang, S., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 567-575 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11769 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning

Nguyen, D., Barkousaraie, A. S., Shen, C., Jia, X. & Jiang, S., Jan 1 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, p. 59-67 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11769 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Individualized 3D dose distribution prediction using deep learning

Ma, J., Bai, T., Nguyen, D., Folkerts, M., Jia, X., Lu, W., Zhou, L. & Jiang, S., Jan 1 2019, Artificial Intelligence in Radiation Therapy - 1st International Workshop, AIRT 2019, Held in Conjunction with MICCAI 2019, Proceedings. Nguyen, D., Jiang, S. & Xing, L. (eds.). Springer, p. 110-118 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11850 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quality-guided deep reinforcement learning for parameter tuning in iterative CT reconstruction

Shen, C., Tsai, M. Y., Gonzalez, Y., Chen, L., Jiang, S. B. & Jia, X., Jan 1 2019, 15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine. Matej, S. & Metzler, S. D. (eds.). SPIE, 1107203. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11072).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Reliable lymph node metastasis prediction in head neck cancer through automated multi-objective model

Zhou, Z., Dohopolski, M., Chen, L., Chen, X., Jiang, S., Sher, D. & Wang, J., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834658. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using supervised learning and guided monte carlo tree search for beam orientation optimization in radiation therapy

Sadeghnejad Barkousaraie, A., Ogunmolu, O., Jiang, S. & Nguyen, D., Jan 1 2019, Artificial Intelligence in Radiation Therapy - 1st International Workshop, AIRT 2019, Held in Conjunction with MICCAI 2019, Proceedings. Nguyen, D., Jiang, S. & Xing, L. (eds.). Springer, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11850 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Design and development of soft robot for head and neck cancer radiotherapy

Almubarak, Y., Joshi, A., Ogunmolu, O., Gu, X., Jiang, S., Gans, N. & Tadesse, Y., Jan 1 2018, Electroactive Polymer Actuators and Devices (EAPAD) XX. SPIE, Vol. 10594. 1059418

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Soft-NeuroAdapt: A 3-DOF neuro-adaptive patient pose correction system for frameless and maskless cancer radiotherapy

Ogunmolu, O., Kulkarni, A., Tadesse, Y., Gu, X., Jiang, S. & Gans, N., Dec 13 2017, IROS 2017 - IEEE/RSJ International Conference on Intelligent Robots and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-September. p. 3661-3668 8 p. 8206211

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Vision-based control of a soft robot for maskless head and neck cancer radiotherapy

Ogunmolu, O. P., Gu, X., Jiang, S. & Gans, N. R., Nov 14 2016, 2016 IEEE International Conference on Automation Science and Engineering, CASE 2016. IEEE Computer Society, p. 180-187 8 p. 7743378. (IEEE International Conference on Automation Science and Engineering; vol. 2016-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2015

A real-time, soft robotic patient positioning system for maskless head-and-neck cancer radiotherapy: An initial investigation

Ogunmolu, O. P., Gu, X., Jiang, S. & Gans, N. R., Oct 7 2015, IEEE International Conference on Automation Science and Engineering. IEEE Computer Society, Vol. 2015-October. p. 1539-1545 7 p. 7294318

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Monte carlo-based inverse treatment plan optimization for intensity modulated proton therapy

Li, Y., Tian, Z., Song, T., Wu, Z., Liu, Y., Jiang, S. B. & Jia, X., 2015, IFMBE Proceedings. Springer Verlag, Vol. 51. p. 475-478 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2014

Anomaly detection in time series radiotherapy treatment data

Sipes, T. B., Karimabadi, H., Jiang, S., Moore, K., Li, N. & Barr, J. R., Jan 1 2014, Proceedings - 2014 IEEE International Conference on Semantic Computing, ICSC 2014. IEEE Computer Society, p. 324-329 6 p. 6882049. (Proceedings - 2014 IEEE International Conference on Semantic Computing, ICSC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

A multi-radar wireless system for respiratory gating and accurate tumor tracking in lung cancer radiotherapy

Gu, C., Li, R., Jiang, S. B. & Li, C., 2011, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 417-420 4 p. 6090054

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Doppler radar respiration measurement for gated lung cancer radiotherapy

Gu, C., Li, R., Li, C. & Jiang, S. B., Mar 31 2011, 2011 IEEE Radio and Wireless Week, RWW 2011 - 2011 IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems, BioWireleSS 2011. p. 91-94 4 p. 5724348. (2011 IEEE Radio and Wireless Week, RWW 2011 - 2011 IEEE Topical Conference on Biomedical Wireless Technologies, Networks, and Sensing Systems, BioWireleSS 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Radar motion sensing for accurate tumor tracking in radiation therapy

Li, C., Gu, C., Li, R. & Jiang, S. B., Jul 11 2011, 2011 IEEE 12th Annual Wireless and Microwave Technology Conference, WAMICON 2011. 5872871. (2011 IEEE 12th Annual Wireless and Microwave Technology Conference, WAMICON 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Radar sensor based accurate tumor tracking for respiratory-gated lung cancer radiotherapy

Gu, C., Li, R., Yang, X., Li, C. & Jiang, S. B., Dec 1 2011, Structural Health Monitoring 2011: Condition-Based Maintenance and Intelligent Structures - Proceedings of the 8th International Workshop on Structural Health Monitoring. p. 1788-1795 8 p. (Structural Health Monitoring 2011: Condition-Based Maintenance and Intelligent Structures - Proceedings of the 8th International Workshop on Structural Health Monitoring; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

4D computed tomography reconstruction from few-projection data via temporal non-local regularization

Jia, X., Lou, Y., Dong, B., Tian, Z. & Jiang, S., Nov 22 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 1 ed. p. 143-150 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6361 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

33 Scopus citations

Single-projection based volumetric image reconstruction and 3D tumor localization in real time for lung cancer radiotherapy

Li, R., Jia, X., Lewis, J. H., Gu, X., Folkerts, M., Men, C. & Jiang, S. B., Nov 22 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 3 ed. p. 449-456 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6363 LNCS, no. PART 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations
2009

A dynamic CT image reconstruction method by inducing prior information from PCA analysis

Jia, X., Lou, Y., Li, R., Gu, X., Levis, J. & Jiang, S., Dec 1 2009, 8th International Conference on Machine Learning and Applications, ICMLA 2009. p. 473-477 5 p. 5381457. (8th International Conference on Machine Learning and Applications, ICMLA 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Markerless fluoroscopic gating for lung cancer radiotherapy using generalized linear discriminant analysis

Li, R., Lewis, J. H. & Jiang, S. B., Dec 1 2009, 8th International Conference on Machine Learning and Applications, ICMLA 2009. p. 468-472 5 p. 5381464. (8th International Conference on Machine Learning and Applications, ICMLA 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2008

Correlation identification between internal/external motion signals

Wu, H., Zhao, Q., Berbeco, R., Nishioka, S., Shirato, H. & Jiang, S. B., May 14 2008, Medical Imaging 2008 - Physics of Medical Imaging. 69131P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 6913).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning methods for lung tumor markerless gating in image-guided radiotherapy

Cui, Y., Dy, J. G., Sharp, G. C., Alexander, B. M. & Jiang, S. B., Dec 1 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 902-910 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Towards on-line treatment verification using cine EPID for hypofractionated lung radiotherapy

Tang, X., Lin, T. & Jiang, S., Dec 1 2008, Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008. p. 551-555 5 p. 4725028. (Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tumor targeting for lung cancer radiotherapy using machine learning techniques

Lin, T., Cervino, L., Tang, X., Vaseoncelos, N. & Jiang, S. B., Dec 1 2008, Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008. p. 533-538 6 p. 4725025. (Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2007

The development and commissioning of a respiratory-gated treatment system for proton therapy

Lu, H. M., Brett, R., Sharp, G., Safai, S., Jiang, S., Madden, T., Flanz, J., Chen, G. & Kooy, H., 2007, IFMBE Proceedings. 1 ed. Springer Verlag, Vol. 14. p. 2215-2218 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2006

Tracking and prediction of tumor movement in the abdomen

Betke, M., Ruel, J., Sharp, G. C., Jiang, S. B., Gierga, D. P. & Chen, G. T. Y., Dec 1 2006, Proceedings of the 6th International Workshop on Pattern Recognition in Information Systems, PRIS 2006, in Conjunction with ICEIS 2006. p. 27-37 11 p. (Proceedings of the 6th International Workshop on Pattern Recognition in Information Systems, PRIS 2006, in Conjunction with ICEIS 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2005

Subsequence matching on structured time series data

Wu, H., Jiang, S. B., Salzberg, B., Shirato, H., Sharp, G. C. & Kaeli, D., 2005, Proceedings of the ACM SIGMOD International Conference on Management of Data. Widom, J., Ozcan, F. & Chirkova, R. (eds.). p. 682-693 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

39 Scopus citations
2000

An aperture-based inverse planning algorithm for modulated electron radiation therapy

Jiang, S. B., Pawlicki, T. & Ma, C. M., 2000, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Enderle, J. D. (ed.). Vol. 1. p. 116-118 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

A quality assurance phantom for IMRT dose verification

Ma, C. M., Jiang, S. B., Pawlicki, T., Chen, Y., Li, J. S., Deng, J., Lee, M. C., Mok, E. & Boyer, A. L., 2000, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Enderle, J. D. (ed.). Vol. 2. p. 1180-1183 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Characterization of electron beams for modulated electron beam radiotherapy

Lee, M. C., Kapur, A., Jiang, S. B. & Ma, C. M., 2000, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Enderle, J. D. (ed.). Vol. 2. p. 1497-1500 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Including setup uncertainty in Monte Carlo dose calculation for IMRT

Pawlicki, T., Jiang, S. B., Li, J., Deng, J. & Ma, C. M., 2000, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Enderle, J. D. (ed.). Vol. 1. p. 112-115 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neutron measurements for intensity modulated radiation therapy

Ipe, N. E., Roesler, S., Jiang, S. B. & Ma, C. M., 2000, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Enderle, J. D. (ed.). Vol. 4. p. 3234-3237 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations

The MLC tongue-and-groove effect on IMRT dose distributions

Deng, J., Pawlicki, T., Chen, Y., Li, J. S., Jiang, S. B. & Ma, C. M., 2000, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Enderle, J. D. (ed.). Vol. 3. p. 2075-2078 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution