2022

Journal Articles

• Singh Khural B., Baer-Beck M., Fournie E., Stierstorfer K., Huang Y., Maier A.:
  Deep Learning-based Extended Field of View Computed Tomography Image Reconstruction: Influence of Network Design on Image Estimation Outside the Scan Field of View
  In: Biomedical Physics and Engineering Express (2022)
  ISSN: 2057-1976
  DOI: 10.1088/2057-1976/ac47fc
  URL: https://iopscience.iop.org/article/10.1088/2057-1976/ac47fc
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2021

Journal Articles

• Huang Y., Preuhs A., Manhart M., Lauritsch G., Maier A.:
  Data Extrapolation from Learned Prior Images for Truncation Correction in Computed Tomography
  In: IEEE Transactions on Medical Imaging (2021), Article No.: 9400411
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2021.3072568
  URL: https://ieeexplore.ieee.org/document/9400411
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• Mill L., Wolff D., Gerrits N., Philipp P., Kling L., Vollnhals F., Ignatenko A., Jaremenko C., Huang Y., De Castro O., Audinot JN., Nelissen I., Wirtz T., Maier A., Christiansen S.:
  Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation
  In: Small Methods (2021)
  ISSN: 2366-9608
  DOI: 10.1002/smtd.202100223
  URL: https://onlinelibrary.wiley.com/doi/full/10.1002/smtd.202100223
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• Huang Y., Fan F., Syben C., Roser P., Mill L., Maier A.:
  Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems
  In: Medical Image Analysis 70 (2021), Article No.: ARTN 102028
  ISSN: 1361-8415
  DOI: 10.1016/j.media.2021.102028
  URL: https://www.sciencedirect.com/science/article/abs/pii/S1361841521000748
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Conference Contributions

• Huang Y., Mill L., Stoll R., Kling L., Aust O., Wagner F., Grüneboom A., Schett G., Christiansen SH., Maier A.:
  Semi-Permeable Filters for Interior Region of Interest Dose Reduction in X-Ray Microscopy
  BVM 2021 (Regensburg, March 7, 2021 - March 9, 2021)
  In: Bildverarbeitung für die Medizin 2021
  DOI: 10.1007/978-3-658-33198-6_16
  URL: https://link.springer.com/chapter/10.1007/978-3-658-33198-6_16
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• Xu J., Sun C., Huang Y., Huang X.:
  Residual Neural Network for Filter Kernel Design in Filtered Back-projection for CT Image Reconstruction
  German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_39
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2020

Journal Articles

• Preuhs A., Manhart M., Roser P., Hoppe E., Huang Y., Psychogios M., Kowarschik M., Maier A.:
  Appearance Learning for Image-based Motion Estimation in Tomography
  In: IEEE Transactions on Medical Imaging (2020)
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2020.3002695
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• Huang Y., Wang S., Guan Y., Maier A.:
  Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning
  In: Journal of Synchrotron Radiation (2020)
  ISSN: 0909-0495
  DOI: 10.1107/S160057752000017X
  URL: https://onlinelibrary.wiley.com/iucr/doi/10.1107/S160057752000017X
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Conference Contributions

• Huang Y., Gao L., Preuhs A., Maier A.:
  Field of View Extension in Computed Tomography Using Deep Learning Prior
  Bildverarbeitung für die Medizin (Berlin, March 15, 2020 - March 17, 2020)
  In: Andreas Maier, Klaus Hermann Maier-Hein, Thomas Martin Deserno, Heinz Handels, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin: Algorithmen – Systeme – Anwendungen 2020
  URL: https://arxiv.org/abs/1911.01178
  BibTeX: Download
• Liu C., Huang Y., Maier J., Klein L., Kachelriess M., Maier A.:
  Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization
  2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (, October 31, 2020 - November 7, 2020)
  In: Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization 2020
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Thesis

• Huang Y.:
  Consistency Conditions, Compressed Sensing and Machine Learning for Limited Angle Tomography (Dissertation, 2020)
  URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13203
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2019

Journal Articles

• Huang X., Yang H., Huang Y., Shi L., He F., Maier A., Yan M.:
  Robust mixed one-bit compressive sensing
  In: Signal Processing 162 (2019), p. 161-168
  ISSN: 0165-1684
  DOI: 10.1016/j.sigpro.2019.04.011
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Conference Contributions

• Huang Y., Preuhs A., Lauritsch G., Manhart M., Huang X., Maier A.:
  Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
  MICCAI MLMIR (Shenzhen, China, October 17, 2019 - October 17, 2019)
  In: Knoll, Florian and Maier, Andreas and Rueckert, Daniel and Ye, Jong Chul (ed.): Machine Learning for Medical Image Reconstruction, Cham: 2019
  DOI: 10.1007/978-3-030-33843-5_10
  URL: https://link.springer.com/chapter/10.1007/978-3-030-33843-5_10
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2018

Journal Articles

• Huang Y., Lu Y., Taubmann O., Lauritsch G., Maier A.:
  Traditional machine learning for limited angle tomography
  In: International Journal of Computer Assisted Radiology and Surgery 8/2018 (2018), p. 1-9
  ISSN: 1861-6410
  DOI: 10.1007/s11548-018-1851-2
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-TML_IJCARS.pdf
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• Würfl T., Hoffmann M., Christlein V., Breininger K., Huang Y., Unberath M., Maier A.:
  Deep Learning Computed Tomography: Learning Projection-Domain Weights from Image Domain in Limited Angle Problems
  In: IEEE Transactions on Medical Imaging 37 (2018), p. 1454-1463
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2018.2833499
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Wurfl18-DLC.pdf
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• Huang Y., Taubmann O., Huang X., Haase V., Lauritsch G., Maier A.:
  Scale-Space Anisotropic Total Variation for Limited Angle Tomography
  In: IEEE Transactions on Radiation and Plasma Medical Sciences 2 (2018), p. 307-314
  ISSN: 2469-7311
  DOI: 10.1109/TRPMS.2018.2824400
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-SAT.pdf
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Conference Contributions

• Huang Y., Taubmann O., Huang X., Lauritsch G., Maier A.:
  Papoulis-Gerchberg Algorithms for Limited Angle Tomography Using Data Consistency Conditions
  the 5th International Conference on Image Formation in X-ray Computed Tomography (Salt Lake City, Utah, the USA, May 20, 2018 - May 23, 2018)
  In: Proceedings of the 5th International Conference on Image Formation in X-ray Computed Tomography, Salt Lake City, Utah, the USA: 2018
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-PAF.pdf
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• Huang Y., Lu Y., Taubmann O., Lauritsch G., Maier A.:
  Traditional Machine Learning Techniques for Streak Artifact Reduction in Limited Angle Tomography
  Bildverarbeitung für die Medizin 2018 (Erlangen, March 11, 2018 - March 13, 2018)
  In: Andreas Maier,Thomas M. Deserno, Heinz Handels, Klaus Hermann Maier-Hein, Christoph Palm,Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2018 Algorithmen - Systeme - Anwendungen, Springer: 2018
  DOI: 10.1007/978-3-662-56537-7
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-TML.pdf
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• Stromer D., Christlein V., Huang Y., Zippert P., Helmecke E., Hausotte T., Maier A.:
  Dose Reduction for Historical Books Digitization by 3-D X-Ray CT
  8th Conference on Industrial Computed Tomography (iCT) 2018 (Wels, Austria)
  In: Proceedings of 8th Conference on Industrial Computed Tomography (iCT 2018) 2018
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• Huang Y., Würfl T., Breininger K., Liu L., Lauritsch G., Maier A.:
  Some Investigations on Robustness of Deep Learning in Limited Angle Tomography
  21st International Conference on Medical Image Computing & Computer Assisted Intervention (Granada, Spain)
  In: Proceedings of the 21st International Conference on Medical Image Computing & Computer Assisted Intervention 2018
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Huang18-SIO.pdf
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2017

Journal Articles

• Huang Y., Huang X., Taubmann O., Xia Y., Haase V., Hornegger J., Lauritsch G., Maier A.:
  Restoration of Missing Data in Limited Angle Tomography Based on Helgason-Ludwig Consistency Conditions
  In: Biomedical Physics and Engineering Express 3 (2017), p. 035015
  ISSN: 2057-1976
  DOI: 10.1088/2057-1976/aa71bf
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-ROM.pdf
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Conference Contributions

• Huang Y., Lu Y., Taubmann O., Lauritsch G., Maier A.:
  Streak Artifact Reduction in Limited Angle Tomography Using Machine Learning
  3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie (Magdeburg, Germany, November 6, 2017 - November 7, 2017)
  In: 3rd Conference on Image-Guided Interventions & Fokus Neuroradiologie 2017
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-SAR.pdf
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• Huang Y., Taubmann O., Huang X., Hornegger J., Lauritsch G., Maier A.:
  Restoration of Missing Data in Limited Angle Tomography Based on Consistency Conditions
  The 14th International Meeting on Fully Three‐Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Xi'an, China, June 18, 2017 - June 23, 2017)
  In: Ge Wang and Xuanqin Mou (ed.): The 14th International Meeting on Fully Three‐Dimensional Image Reconstruction in Radiology and Nuclear Medicine 2017
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-ROM.pdf
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• Huang X., Xia Y., Huang Y., Hornegger J., Maier A.:
  Overexposure Correction by Mixed One-bit Compressive Sensing for C-Arm CT
  Bildverarbeitung für die Medizin 2017 (Heidelberg, March 12, 2017 - March 14, 2017)
  In: Klaus Hermann Maier-Hein, geb. Fritzsche, Thomas Martin Deserno, geb. Lehmann, Heinz Handels,Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin: Algorithmen-Systeme-Anwendungen, Berlin: 2017
  DOI: 10.1007/978-3-662-54345-0
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2017/Huang17-OCB.pdf
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2016

Conference Contributions

• Huang Y., Taubmann O., Huang X., Haase V., Lauritsch G., Maier A.:
  A New Scale Space Total Variation Algorithm for Limited Angle Tomography
  CT-Meeting 2016 (Bamberg, Germany, April 13, 2016 - April 16, 2016)
  In: Marc Kachelrieß (ed.): CT-Meeting 2016 Proceedings (The 4th International Meeting on Image Formation in X-Ray Computed Tomography) 2016
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Huang16-ANS.pdf
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• Stromer D., Amrehn M., Huang Y., Kugler P., Bauer S., Lauritsch G., Maier A.:
  Comparison of SART and eTV Reconstruction for increased C-arm CT Volume Coverage by proper Detector Rotation in Liver Imaging
  2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, April 13, 2016 - April 16, 2016)
  In: Proceedings of the 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2016
  DOI: 10.1109/ISBI.2016.7493337
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Stromer16-COS.pdf
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• Huang Y., Lauritsch G., Amrehn M., Taubmann O., Haase V., Stromer D., Huang X., Maier A.:
  Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model
  Bildverarbeitung für die Medizin (Berlin, March 13, 2016 - March 15, 2016)
  In: Bildverarbeitung für die Medizin 2016 2016
  DOI: 10.1007/978-3-662-49465-3_49
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Huang16-IQA.pdf
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• Huang Y., Taubmann O., Huang X., Haase V., Lauritsch G., Maier A.:
  A NEW WEIGHTED ANISOTROPIC TOTAL VARIATION ALGORITHM FOR LIMITED ANGLE TOMOGRAPHY
  2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (Prague, April 13, 2016 - April 16, 2016)
  In: the 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2016
  DOI: 10.1109/ISBI.2016.7493336
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Huang-ANW.pdf
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• Haase V., Taubmann O., Huang Y., Krings G., Lauritsch G., Maier A., Mertins A.:
  Make the Most of Time: Temporal Extension of the iTV Algorithm for 4D Cardiac C-Arm CT
  Bildverarbeitung für die Medizin 2016 (Berlin)
  In: Bildverarbeitung für die Medizin 2016, Berlin Heidelberg: 2016
  DOI: 10.1007/978-3-662-49465-3_31
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Haase16-MTM.pdf
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