Department of Radiation Oncology

Research output

Research output per year 1964 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 4522 Article
• 354 Review article
• 175 Conference contribution
• 113 Letter
• 298 More
  • 88 Comment/debate
  • 70 Editorial
  • 67 Chapter
  • 55 Conference article
  • 12 Short survey
  • 5 Paper
  • 1 Book

Research output per year

Research output per year

Search results

• 2022

  Application of DatasetGAN in medical imaging: preliminary studies

  Fan, Z., Kelkar, V., Anastasio, M. A. & Li, H., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120321O. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Medical imaging 100%
  • Diagnostic Imaging 91%
  • Image segmentation 41%
  • Application 27%
  • Image quality 20%

• A Task-informed Model Training Method for Deep Neural Network-based Image Denoising

  Li, K., Li, H. & Anastasio, M. A., 2022, Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment. Mello-Thoms, C. R., Mello-Thoms, C. R. & Taylor-Phillips, S. (eds.). SPIE, 1203510. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12035).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image denoising 100%
  • education 83%
  • Deep neural networks 82%
  • Error 64%
  • X-Ray 51%
  1 Scopus citations

• Dose prediction in proton cancer therapy based on density maps from dual-energy CT using joint statistical image reconstruction

  Medrano Matamoros, M. J., Chen, X., Ge, T., Zhao, T., Liao, R., Politte, D. G., Willamson, J. F., Whiting, B. R., Hao, Y., Sun, B. & O'Sullivan, J. A., 2022, Medical Imaging 2022: Physics of Medical Imaging. Zhao, W. & Yu, L. (eds.). SPIE, 1203119. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12031).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Proton Therapy 100%
  • Computer-Assisted Image Processing 89%
  • Protons 88%
  • image reconstruction 76%
  • Image reconstruction 75%

• Head Motion Tracking for Stereotactic Radiotherapy Applications

  Boroomandisorkhabi, B., Kim, T. & Esmaeelpour, M., 2022, Clinical and Translational Biophotonics, Translational 2022. Optica Publishing Group (formerly OSA), JM3A.62. (Optics InfoBase Conference Papers).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Radiotherapy 100%
  • Motion tracking 99%
  • Fiber optic sensors 95%
  • Radiation 63%
  • Fiber 51%

• Using System-of-Systems Optimization for Healthcare: A Use Case in Radiation Oncology

  Price, A., Knutson, N. & Dagli, C., 2022, SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Oncology 100%
  • System of Systems 94%
  • System of systems 86%
  • Radiation 73%
  • Healthcare 46%
• 2021

  Accurate characterization of metal implants and human materials using novel proton counting detector for monte carlo dose calculation in proton therapy

  Charyyev, S., Chang, C. W., Harms, J., Oancea, C., Yoon, S. T., Yang, X., Zhang, T., Zhou, J., Leng, S. & Lin, L., 2021, Medical Imaging 2021: Physics of Medical Imaging. Bosmans, H., Zhao, W. & Yu, L. (eds.). SPIE, 115950B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11595).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Metal implants 100%
  • Proton Therapy 80%
  • Protons 71%
  • Phantoms 62%
  • Implant 58%

• Advancing the AmbientGAN for learning stochastic object models

  Zhou, W., Bhadra, S., Brooks, F. J., Granstedt, J. L., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • learning 100%
  • Crystalline Texture 89%
  • Learning 67%
  • Diagnostic Imaging 63%
  • Aptitude 62%
  1 Scopus citations

• BrainTumorNet: Multi-task learning for joint segmentation of high-grade glioma and brain metastases from MR images

  Chakrabarty, S., Sotiras, A., Milchenko, M., Lamontagne, P., Abraham, C., Robinson, C. & Marcus, D., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115960K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • metastasis 100%
  • Multi-task learning 91%
  • learning 74%
  • Tumors 70%
  • grade 66%

• Deep learning-based multi-class COVID-19 classification with x-ray images

  Fan, Z., He, S., Ruan, S., Wang, X. & Li, H., 2021, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling. Linte, C. A. & Siewerdsen, J. H. (eds.). SPIE, 1159813. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11598).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • X ray radiography 100%
  • Deep Learning 87%
  • learning 69%
  • pneumonia 63%
  • Polymerase chain reaction 63%
  2 Scopus citations

• Imaging of focused ultrasound-induced shear waves to probe mechanical anisotropy of tissue

  Guertler, C. A., Okamoto, R. J., Garbow, J. R., Chen, H. & Bayly, P. V., 2021, Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021. American Society of Mechanical Engineers, V001T12A005. (Proceedings of the 2021 Design of Medical Devices Conference, DMD 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Shear waves 100%
  • Anisotropy 75%
  • Ultrasonics 62%
  • Tissue 62%
  • Imaging techniques 56%

• Supervised learning-based ideal observer approximation for joint detection and estimation tasks

  Li, K., Zhou, W., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • learning 100%
  • Supervised learning 97%
  • Monte Carlo Method 97%
  • Markov Chains 85%
  • ROC Curve 78%
  3 Scopus citations

• Task-based evaluation of deep image super-resolution in medical imaging

  Kelkar, V. A., Zhang, X., Granstedt, J., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990X. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Medical imaging 100%
  • Task Performance and Analysis 95%
  • Image resolution 94%
  • Diagnostic Imaging 91%
  • Optical resolving power 86%
  5 Scopus citations

• Task-based performance evaluation of deep neural network-based image denoising

  Li, K., Zhou, W., Li, H. & Anastasio, M. A., 2021, Medical Imaging 2021: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 115990L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11599).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image denoising 100%
  • Task Performance and Analysis 92%
  • Deep neural networks 82%
  • Image quality 79%
  • Psychological Signal Detection 59%
  5 Scopus citations
• 2020

  Accurate proton stopping power images reconstructed using joint statistical dual energy CT: Experimental verification and impact of fan-beam CT scatter

  Medrano, M., Liu, R., Webb, T., Zhao, T., Williamson, J., Whiting, B., Politte, D. G., Porras-Chaverri, M. & O’Sullivan, J. A., 2020, Medical Imaging 2020: Physics of Medical Imaging. Chen, G-H. & Bosmans, H. (eds.). SPIE, 113121S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11312).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Stopping Power 100%
  • Computer-Assisted Image Processing 71%
  • Protons 70%
  • stopping power 67%
  • fans 62%
  2 Scopus citations

• A Deep Residual Learning Network for Practical Voxel Dosimetry in Radionuclide Therapy

  Li, Z., Fessler, J. A., Mikell, J. K., Wilderman, S. J. & Dewaraja, Y. K., 2020, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020. Institute of Electrical and Electronics Engineers Inc., (2020 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • Radioisotopes 89%
  • Dosimetry 89%
  • learning 78%
  • radioactive isotopes 74%
  1 Scopus citations

• Deep Disentangled Representation Learning of Pet Images for Lymphoma Outcome Prediction

  Guo, Y., Decazes, P., Becker, S., Li, H. & Ruan, S., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 2018-2021 4 p. 9098477. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Pets 100%
  • Tumors 89%
  • Lymphoma 72%
  • Feature extraction 66%
  • Learning 63%
  1 Scopus citations

• Deep learning semantic segmentation for high-resolution medical volumes

  Toubal, I. E., Duan, Y. & Yang, D., Oct 13 2020, 2020 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2020. Institute of Electrical and Electronics Engineers Inc., 9425041. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2020-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep learning 100%
  • Pipelines 85%
  • Semantics 76%
  • Liver 67%
  • Medical imaging 63%
  2 Scopus citations

• Effect of external magnetic field on the collected Cherenkov radiation by fiber optic dosimeters

  Maraghechi, B., Hao, Y., Hong, S., Li, H., Mutic, S. & Darafsheh, A., 2020, Optics and Ionizing Radiation. Pogue, B. W. (ed.). SPIE, 112240E. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11224).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cherenkov Radiation 100%
  • Dosimeters 76%
  • Radiation Dosimeters 67%
  • Magnetic Fields 57%
  • Fiber optics 52%
  3 Scopus citations

• Growth kinetics of the EBT3 and EBT-XD films response in radiotherapy beams

  Momin, S., Khan, R. & Darafsheh, A., 2020, Optics and Ionizing Radiation. Pogue, B. W. (ed.). SPIE, 112240J. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11224).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Proton beam therapy 100%
  • Dosimeters 70%
  • Density (optical) 70%
  • Radiometry 68%
  • Growth kinetics 67%

• Learning numerical observers using unsupervised domain adaptation

  He, S., Zhou, W., Li, H. & Anastasio, M. A., 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • learning 78%
  • Deep learning 64%
  • Error 54%
  • Learning 53%
  4 Scopus citations

• Optical spectral analysis of radiochromic films irradiated with radiation therapy beams

  Darafsheh, A., Zhao, T. & Khan, R., 2020, Design and Quality for Biomedical Technologies XIII. Hwang, J. & Vargas, G. (eds.). SPIE, 112310I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11231).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Radiotherapy 100%
  • Photons 85%
  • Spectrum analysis 82%
  • Protons 82%
  • radiation therapy 81%

• Progressively-Growing AmbientGANs for learning stochastic object models from imaging measurements

  Zhou, W., Bhadra, S., Brooks, F. J., Li, H. & Anastasio, M. A., 2020, Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment. Samuelson, F. W. & Taylor-Phillips, S. (eds.). SPIE, 113160Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • learning 100%
  • Imaging systems 97%
  • Diagnostic Imaging 95%
  • Statistical Ensemble 91%
  • education 90%
  3 Scopus citations
• 2019

  Automatic microscopic cell counting by use of deeply-supervised density regression model

  He, S., Minn, K. T., Solnica-Krezel, L., Anastasio, M. & Li, H., 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 109560L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10956).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • regression analysis 100%
  • Convolutional neural networks 89%
  • counting 85%
  • Error 73%
  • Stem cells 69%
  4 Scopus citations

• Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regression

  He, S., Minn, K. T., Solnica-Krezel, L., Li, H. & Anastasio, M., 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 1095604. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10956).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • regression analysis 100%
  • counting 85%
  • Error 73%
  • Learning 72%
  • learning 53%
  5 Scopus citations

• Characterization of photonic nanojets formed by dielectric microfibers

  Dise, J. & Darafsheh, A., 2019, Integrated Optics: Devices, Materials, and Technologies XXIII. Garcia-Blanco, S. M. & Cheben, P. (eds.). SPIE, 1092120. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10921).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Photonics 100%
  • Microfibers 90%
  • microfibers 80%
  • Microfiber 77%
  • Electric Field 55%

• Fiber-based dosimeters for applications in radiotherapy

  Darafsheh, A., 2019, Fiber Optic Sensors and Applications XVI. Lieberman, R. A., Sanders, G. A. & Scheel, I. U. (eds.). SPIE, 110000H. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11000).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Dosimeters 100%
  • Radiotherapy 95%
  • Dosimetry 80%
  • Probe 78%
  • radiation therapy 66%
  1 Scopus citations

• Fiber optic radioluminescent probes for radiation therapy dosimetry

  Darafsheh, A., 2019, Optical Fibers and Sensors for Medical Diagnostics and Treatment Applications XIX. Gannot, I. & Gannot, I. (eds.). SPIE, 108720Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10872).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Radioluminescence 100%
  • Radiometry 93%
  • Dosimetry 86%
  • Radiotherapy 78%
  • Fiber optics 65%
  5 Scopus citations

• Learning the Hotelling observer for SKE detection tasks by use of supervised learning methods

  Zhou, W., Li, H. & Anastasio, M. A., Jan 1 2019, Medical Imaging 2019: Image Perception, Observer Performance, and Technology Assessment. Nishikawa, R. M. & Samuelson, F. W. (eds.). SPIE, 1095208. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10952).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Psychological Signal Detection 100%
  • Signal detection 79%
  • learning 77%
  • Supervised learning 75%
  • Covariance matrix 72%
  10 Scopus citations

• Modeling three-dimensional segmentation uncertainties for cone beam CT-based image-guided adaptive radiotherapy for prostate cancer

  Wu, J., Weiss, E., Williamson, J. F., Mukhopadhyay, N., Sleeman, W. C. & Murphy, M. J., 2019, 3rd International Conference on Biological Information and Biomedical Engineering, BIBE 2019. VDE Verlag GmbH, p. 232-237 6 p. (3rd International Conference on Biological Information and Biomedical Engineering, BIBE 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image-Guided Radiotherapy 100%
  • Radiotherapy 88%
  • Cone-Beam Computed Tomography 79%
  • Cones 66%
  • Uncertainty 65%

• Radioluminescent fiber probes for radiotherapy dosimetry

  Darafsheh, A., 2019, Biosensing and Nanomedicine XII. Mohseni, H. & Agahi, M. H. (eds.). SPIE, 110870J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11087).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Radioluminescence 100%
  • Radiation Therapy 97%
  • Radiotherapy 91%
  • Dosimetry 86%
  • Probe 75%

• Spectroscopic characterization of radiochromic films for radiation therapy dosimetry

  Darafsheh, A., Mulrow, D. J., León-Marroquín, E. Y. & Khan, R., 2019, Design and Quality for Biomedical Technologies XII. Liang, R., Vargas, G., Pfefer, T. J. & Hwang, J. (eds.). SPIE, 108700F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10870).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Beam quality 100%
  • Radiometry 93%
  • Dosimetry 86%
  • Radiotherapy 78%
  • radiation therapy 63%
  4 Scopus citations
• 2018

  Active learning with noise modeling for medical image annotation

  Wu, J., Ruan, S., Lian, C., Mutic, S., Anastasio, M. A. & Li, H., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 298-301 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image annotation 100%
  • Problem-Based Learning 99%
  • Noise 69%
  • Labels 48%
  • Computer simulation 41%
  10 Scopus citations

• Characterization of the proton irradiation induced luminescence of materials and application in radiation oncology dosimetry

  Darafsheh, A., Zhang, R., Kassaee, A. & Finlay, J. C., 2018, Molecular-Guided Surgery: Molecules, Devices, and Applications IV. Gioux, S. & Pogue, B. W. (eds.). SPIE, 1047815. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10478).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Proton irradiation 100%
  • Radiometry 84%
  • Luminescence 84%
  • Dosimetry 78%
  • Oncology 77%
  4 Scopus citations

• Fabrication and characterization of novel microsphere-embedded optical devices for enhancing microscopy resolution

  Darafsheh, A., 2018, Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXV. Wilson, T., Cogswell, C. J. & Brown, T. G. (eds.). SPIE, 104990W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10499).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optical Devices 100%
  • Microspheres 99%
  • Optical devices 95%
  • Microscopic examination 80%
  • Characterization (materials science) 65%
  3 Scopus citations

• Heart motion tracking on cine MRI based on a deep Boltzmann machine-driven level set method

  Wu, J., Ruan, S., Mazur, T. R., Daniel, N., Lashmett, H., Ochoa, L., Zoberi, I., Lian, C., Gach, H. M., Mutic, S., Thomas, M., Anastasio, M. A. & Li, H., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 1153-1156 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Cine Magnetic Resonance Imaging 100%
  • Motion tracking 84%
  • Magnetic resonance imaging 71%
  • Heart 44%
  • Radiation 11%
  1 Scopus citations

• Resolution enhancement of 2-photon microscopy using high-refractive index microspheres

  Tehrani, K. F., Darafsheh, A., Phang, S. & Mortensen, L. J., 2018, Multiphoton Microscopy in the Biomedical Sciences XVIII. Periasamy, A., Xie, X. S., Xie, X. S., Konig, K. & So, P. T. C. (eds.). SPIE, 1049833. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10498).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Refractometry 100%
  • Microspheres 91%
  • Refractive index 89%
  • Photons 81%
  • Microscopic examination 74%
  7 Scopus citations

• Unsupervised co-segmentation of tumor in PET-CT images using belief functions based fusion

  Lian, C., Li, H., Vera, P. & Ruan, S., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 220-223 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Positron emission tomography 100%
  • Positron Emission Tomography Computed Tomography 78%
  • Tumors 73%
  • Tomography 69%
  • Fusion reactions 57%
  4 Scopus citations
• 2017

  Adaptive low-rank multi-label active learning for image classification

  Wu, J., Guo, A., Sheng, V. S., Zhao, P., Cui, Z. & Li, H., Oct 23 2017, MM 2017 - Proceedings of the 2017 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 1336-1344 9 p. (MM 2017 - Proceedings of the 2017 ACM Multimedia Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Problem-Based Learning 100%
  • Image classification 92%
  • Labels 73%
  • Learning algorithms 12%
  • Sampling 10%
  11 Scopus citations

• Image-based respiratory signal extraction using dimensionality reduction for phase sorting in Cone-Beam CT Projections

  Dhou, S., Docef, A. & Hugo, G., Oct 18 2017, ICCBB 2017 - Proceedings of 2017 International Conference on Computational Biology and Bioinformatics. Association for Computing Machinery, p. 79-84 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Dimensionality reduction 100%
  • Sorting 89%
  • Cones 86%
  • Diaphragms 59%
  • Tumors 56%
  4 Scopus citations

• Learning-based stochastic object models for use in optimizing imaging systems

  Dolly, S. R., Anastasio, M. A., Yu, L. & Li, H., Jan 1 2017, Medical Imaging 2017: Physics of Medical Imaging. Schmidt, T. G., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 101321T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10132).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • learning 100%
  • Imaging systems 97%
  • Anatomy 74%
  • Learning 67%
  • Statistical Ensemble 61%

• Notice of Removal: A reliable and convenient acoustic field characterization method of a clinical MR-HIFU system using electronic beam-steering

  Kothapalli, S. V. V. N., Partanen, A., Zhu, L., Gach, H. M., Altman, M. & Chen, H., Oct 31 2017, 2017 IEEE International Ultrasonics Symposium, IUS 2017. IEEE Computer Society, 8091651. (IEEE International Ultrasonics Symposium, IUS; vol. 0).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • beam steering 100%
  • magnetic resonance 75%
  • acoustics 47%
  • characterization 45%
  • electronics 42%

• On the origin of the visible light responsible for proton dose measurement using plastic optical fibers

  Darafsheh, A., Taleei, R., Kassaee, A. & Finlay, J. C., 2017, Design and Quality for Biomedical Technologies X. Raghavachari, R. & Liang, R. (eds.). SPIE, 100560V. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10056).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Plastic optical fibers 100%
  • Optical Fibers 96%
  • plastic fibers 86%
  • Dosimetry 82%
  • Protons 80%
  7 Scopus citations

• Photonic nanojet properties of dielectric microcylinders

  Darafsheh, A. & Bollinger, D., 2017, Integrated Optics: Devices, Materials, and Technologies XXI. Conti, G. N. & Garcia-Blanco, S. M. (eds.). SPIE, 101061U. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10106).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Photonics 100%
  • Refractive Index 88%
  • Refractive index 81%
  • Dielectric Material 54%
  • refractivity 43%
  12 Scopus citations

• Proton therapy dosimetry by using silica glass optical fiber microprobes

  Darafsheh, A., Taleei, R., Kassaee, A. & Finlay, J. C., 2017, Optical Fibers and Sensors for Medical Diagnostics and Treatment Applications XVII. Gannot, I. & Gannot, I. (eds.). SPIE, 100580B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10058).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optical Glass 100%
  • Optical Fibers 92%
  • Fused silica 90%
  • Dosimetry 88%
  • Proton Therapy 88%
  7 Scopus citations

• Task-based image quality assessment in radiation therapy: Initial characterization and demonstration with CT simulation images

  Dolly, S. R., Anastasio, M. A., Yu, L. & Li, H., Jan 1 2017, Medical Imaging 2017: Image Perception, Observer Performance, and Technology Assessment. Nishikawa, R. M. & Kupinski, M. A. (eds.). SPIE, 101360Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10136).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Radiotherapy 100%
  • Figure of Merit 92%
  • radiation therapy 81%
  • Image quality 74%
  • Demonstrations 65%
  1 Scopus citations

• The effect of the background medium in microsphere-assisted microscopy

  Darafsheh, A. & Finlay, J. C., 2017, Nanoscale Imaging, Sensing, and Actuation for Biomedical Applications XIV. Nicolau, D. V., Fixler, D. & Cartwright, A. N. (eds.). SPIE, 100770Y. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10077).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Microspheres 100%
  • Microscopic examination 81%
  • Microsphere 64%
  • Microscopy 62%
  • Refractometry 54%
  4 Scopus citations

• The effect of the background medium on imaging performance of microsphere-assisted microscopy

  Darafsheh, A., 2017, Novel Techniques in Microscopy, NTM 2017. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F79-NTM 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Microspheres 100%
  • Microscopic examination 81%
  • Microsphere 64%
  • Imaging techniques 57%

• Tumor delineation in FDG-PET images using a new evidential clustering algorithm with spatial regularization and adaptive distance metric

  Lian, C., Ruan, S., Denoeux, T., Li, H. & Vera, P., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 1177-1180 4 p. 7950726. (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Imaging systems 100%
  • Tumors 96%
  • Image quality 87%
  • Clustering algorithms 84%
  • Cluster Analysis 84%
  1 Scopus citations
• 2016

  Current-and Varifold-Based Registration of Lung Vessel and Airway Trees

  Pan, Y., Christensen, G. E., Durumeric, O. C., Gerard, S. E., Reinhardt, J. M. & Hugo, G. D., Dec 16 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016. IEEE Computer Society, p. 566-573 8 p. 7789567. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Momentum 100%
  • Image registration 81%
  • Hilbert spaces 48%
  • Software packages 35%
  • Mechanical properties 23%
  4 Scopus citations

• Experimental characterization of extra-focal radiation in CT scanners

  Whiting, B. R., Porras-Chaverri, M. A., Evans, J. D. & Williamson, J. F., Jan 1 2016, Medical Imaging 2016: Physics of Medical Imaging. Kontos, D., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 97830Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9783).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • X-Ray Computed Tomography Scanners 100%
  • Tomography 67%
  • scanners 66%
  • tomography 55%
  • Radiation 55%